2020-07-31 15:17:06,497 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math, DISABLE_NUMA=1, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, USE_CUDA=True, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 1.0.2 MMAction2: 0.1.0+269057f ------------------------------------------------------------ 2020-07-31 15:17:06,498 - mmaction - INFO - Distributed training: True 2020-07-31 15:17:06,498 - mmaction - INFO - Config: /mnt/lustre/linjintao/mmaction2/slurm_configs/recognition/slowfast/slowfast_r50_256p_4x16x1_256e_kinetics400_rgb.py model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, # tau speed_ratio=8, # alpha channel_ratio=8, # beta_inv slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, # 2048+256 num_classes=400, spatial_type='avg', dropout_ratio=0.5)) train_cfg = None test_cfg = dict(average_clips=None) dataset_type = 'RawframeDataset' data_root = 'data/kinetics400/rawframes_train_256p' data_root_val = 'data/kinetics400/rawframes_val_256p' ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict(type='FrameSelector'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict(type='FrameSelector', io_backend='memcached', **mc_cfg, 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', lr=0.1 * 4, 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='CosineAnealing', min_lr=0) total_epochs = 256 checkpoint_config = dict(interval=4) workflow = [('train', 1)] evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/slowfast_r50_3d_4x16x1_256e_kinetics400_rgb' load_from = None resume_from = None find_unused_parameters = False 2020-07-31 15:17:20,650 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-93, work_dir: /mnt/lustre/linjintao/mmaction2/workdir/slowfast_r50_256p_4x16x1_256e_kinetics400_rgb_32g 2020-07-31 15:17:20,650 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2020-07-31 15:18:20,117 - mmaction - INFO - Epoch [1][20/940] lr: 4.000e-01, eta: 8 days, 6:09:27, time: 2.965, data_time: 0.584, memory: 6199, top1_acc: 0.0049, top5_acc: 0.0209, loss_cls: 6.5471, loss: 6.5471, grad_norm: 1.8306 2020-07-31 15:18:38,463 - mmaction - INFO - Epoch [1][40/940] lr: 4.000e-01, eta: 5 days, 9:52:05, time: 0.922, data_time: 0.009, memory: 6199, top1_acc: 0.0074, top5_acc: 0.0271, loss_cls: 6.1178, loss: 6.1178, grad_norm: 0.7498 2020-07-31 15:18:56,793 - mmaction - INFO - Epoch [1][60/940] lr: 4.000e-01, eta: 4 days, 10:59:26, time: 0.917, data_time: 0.007, memory: 6199, top1_acc: 0.0078, top5_acc: 0.0305, loss_cls: 5.9505, loss: 5.9505, grad_norm: 0.6351 2020-07-31 15:19:15,344 - mmaction - INFO - Epoch [1][80/940] lr: 4.000e-01, eta: 3 days, 23:45:13, time: 0.929, data_time: 0.004, memory: 6199, top1_acc: 0.0064, top5_acc: 0.0342, loss_cls: 5.8693, loss: 5.8693, grad_norm: 0.6026 2020-07-31 15:19:33,593 - mmaction - INFO - Epoch [1][100/940] lr: 4.000e-01, eta: 3 days, 16:46:21, time: 0.911, data_time: 0.006, memory: 6199, top1_acc: 0.0109, top5_acc: 0.0447, loss_cls: 5.8232, loss: 5.8232, grad_norm: 0.5377 2020-07-31 15:19:52,862 - mmaction - INFO - Epoch [1][120/940] lr: 4.000e-01, eta: 3 days, 12:41:34, time: 0.963, data_time: 0.004, memory: 6199, top1_acc: 0.0125, top5_acc: 0.0520, loss_cls: 5.7678, loss: 5.7678, grad_norm: 0.5449 2020-07-31 15:20:12,437 - mmaction - INFO - Epoch [1][140/940] lr: 4.000e-01, eta: 3 days, 9:54:17, time: 0.976, data_time: 0.007, memory: 6199, top1_acc: 0.0160, top5_acc: 0.0574, loss_cls: 5.7277, loss: 5.7277, grad_norm: 0.5268 2020-07-31 15:20:31,870 - mmaction - INFO - Epoch [1][160/940] lr: 4.000e-01, eta: 3 days, 7:48:20, time: 0.975, data_time: 0.007, memory: 6199, top1_acc: 0.0156, top5_acc: 0.0648, loss_cls: 5.7050, loss: 5.7050, grad_norm: 0.4966 2020-07-31 15:20:51,324 - mmaction - INFO - Epoch [1][180/940] lr: 4.000e-01, eta: 3 days, 6:07:19, time: 0.969, data_time: 0.009, memory: 6199, top1_acc: 0.0178, top5_acc: 0.0645, loss_cls: 5.6696, loss: 5.6696, grad_norm: 0.4832 2020-07-31 15:21:10,946 - mmaction - INFO - Epoch [1][200/940] lr: 4.000e-01, eta: 3 days, 4:52:56, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.0217, top5_acc: 0.0730, loss_cls: 5.6519, loss: 5.6519, grad_norm: 0.4827 2020-07-31 15:21:30,525 - mmaction - INFO - Epoch [1][220/940] lr: 4.000e-01, eta: 3 days, 3:49:38, time: 0.978, data_time: 0.006, memory: 6199, top1_acc: 0.0176, top5_acc: 0.0707, loss_cls: 5.6228, loss: 5.6228, grad_norm: 0.4934 2020-07-31 15:21:51,736 - mmaction - INFO - Epoch [1][240/940] lr: 4.000e-01, eta: 3 days, 3:24:16, time: 1.061, data_time: 0.004, memory: 6199, top1_acc: 0.0234, top5_acc: 0.0752, loss_cls: 5.5836, loss: 5.5836, grad_norm: 0.5058 2020-07-31 15:22:12,082 - mmaction - INFO - Epoch [1][260/940] lr: 4.000e-01, eta: 3 days, 2:48:29, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.0182, top5_acc: 0.0729, loss_cls: 5.5830, loss: 5.5830, grad_norm: 0.4902 2020-07-31 15:22:32,614 - mmaction - INFO - Epoch [1][280/940] lr: 4.000e-01, eta: 3 days, 2:22:12, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.0268, top5_acc: 0.0793, loss_cls: 5.5785, loss: 5.5785, grad_norm: 0.5029 2020-07-31 15:22:52,623 - mmaction - INFO - Epoch [1][300/940] lr: 4.000e-01, eta: 3 days, 1:51:06, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.0242, top5_acc: 0.0840, loss_cls: 5.5641, loss: 5.5641, grad_norm: 0.4863 2020-07-31 15:23:12,960 - mmaction - INFO - Epoch [1][320/940] lr: 4.000e-01, eta: 3 days, 1:28:50, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.0299, top5_acc: 0.0865, loss_cls: 5.5214, loss: 5.5214, grad_norm: 0.4995 2020-07-31 15:23:33,242 - mmaction - INFO - Epoch [1][340/940] lr: 4.000e-01, eta: 3 days, 1:07:17, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.0258, top5_acc: 0.0957, loss_cls: 5.4728, loss: 5.4728, grad_norm: 0.5120 2020-07-31 15:23:53,786 - mmaction - INFO - Epoch [1][360/940] lr: 4.000e-01, eta: 3 days, 0:52:20, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.0250, top5_acc: 0.0922, loss_cls: 5.4864, loss: 5.4864, grad_norm: 0.5084 2020-07-31 15:24:14,134 - mmaction - INFO - Epoch [1][380/940] lr: 4.000e-01, eta: 3 days, 0:36:22, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.0242, top5_acc: 0.0975, loss_cls: 5.4691, loss: 5.4691, grad_norm: 0.5269 2020-07-31 15:24:34,444 - mmaction - INFO - Epoch [1][400/940] lr: 4.000e-01, eta: 3 days, 0:20:59, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.0332, top5_acc: 0.1020, loss_cls: 5.4285, loss: 5.4285, grad_norm: 0.5089 2020-07-31 15:24:54,406 - mmaction - INFO - Epoch [1][420/940] lr: 4.000e-01, eta: 3 days, 0:04:41, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.0305, top5_acc: 0.1041, loss_cls: 5.4625, loss: 5.4625, grad_norm: 0.5026 2020-07-31 15:25:14,478 - mmaction - INFO - Epoch [1][440/940] lr: 4.000e-01, eta: 2 days, 23:49:58, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.0301, top5_acc: 0.1057, loss_cls: 5.4210, loss: 5.4210, grad_norm: 0.5189 2020-07-31 15:25:35,370 - mmaction - INFO - Epoch [1][460/940] lr: 4.000e-01, eta: 2 days, 23:44:35, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.0328, top5_acc: 0.1086, loss_cls: 5.4162, loss: 5.4162, grad_norm: 0.5172 2020-07-31 15:25:55,989 - mmaction - INFO - Epoch [1][480/940] lr: 4.000e-01, eta: 2 days, 23:36:21, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.0287, top5_acc: 0.1062, loss_cls: 5.4014, loss: 5.4014, grad_norm: 0.5021 2020-07-31 15:26:16,500 - mmaction - INFO - Epoch [1][500/940] lr: 4.000e-01, eta: 2 days, 23:28:42, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.0312, top5_acc: 0.1090, loss_cls: 5.3946, loss: 5.3946, grad_norm: 0.5151 2020-07-31 15:26:37,121 - mmaction - INFO - Epoch [1][520/940] lr: 4.000e-01, eta: 2 days, 23:21:21, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.0352, top5_acc: 0.1127, loss_cls: 5.3730, loss: 5.3730, grad_norm: 0.5215 2020-07-31 15:26:57,675 - mmaction - INFO - Epoch [1][540/940] lr: 4.000e-01, eta: 2 days, 23:15:23, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.0312, top5_acc: 0.1141, loss_cls: 5.3497, loss: 5.3497, grad_norm: 0.5224 2020-07-31 15:27:18,087 - mmaction - INFO - Epoch [1][560/940] lr: 4.000e-01, eta: 2 days, 23:07:54, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.0322, top5_acc: 0.1176, loss_cls: 5.3472, loss: 5.3472, grad_norm: 0.5131 2020-07-31 15:27:39,132 - mmaction - INFO - Epoch [1][580/940] lr: 4.000e-01, eta: 2 days, 23:06:03, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.0373, top5_acc: 0.1211, loss_cls: 5.3307, loss: 5.3307, grad_norm: 0.5187 2020-07-31 15:27:59,818 - mmaction - INFO - Epoch [1][600/940] lr: 4.000e-01, eta: 2 days, 23:01:16, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.0369, top5_acc: 0.1264, loss_cls: 5.2961, loss: 5.2961, grad_norm: 0.5305 2020-07-31 15:28:20,959 - mmaction - INFO - Epoch [1][620/940] lr: 4.000e-01, eta: 2 days, 22:59:30, time: 1.054, data_time: 0.003, memory: 6199, top1_acc: 0.0400, top5_acc: 0.1309, loss_cls: 5.2753, loss: 5.2753, grad_norm: 0.5408 2020-07-31 15:28:41,543 - mmaction - INFO - Epoch [1][640/940] lr: 4.000e-01, eta: 2 days, 22:54:50, time: 1.030, data_time: 0.011, memory: 6199, top1_acc: 0.0369, top5_acc: 0.1244, loss_cls: 5.2957, loss: 5.2957, grad_norm: 0.5506 2020-07-31 15:29:02,123 - mmaction - INFO - Epoch [1][660/940] lr: 4.000e-01, eta: 2 days, 22:50:28, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.0400, top5_acc: 0.1268, loss_cls: 5.2677, loss: 5.2677, grad_norm: 0.5362 2020-07-31 15:29:22,894 - mmaction - INFO - Epoch [1][680/940] lr: 4.000e-01, eta: 2 days, 22:47:10, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.0453, top5_acc: 0.1346, loss_cls: 5.2563, loss: 5.2563, grad_norm: 0.5320 2020-07-31 15:29:42,777 - mmaction - INFO - Epoch [1][700/940] lr: 4.000e-01, eta: 2 days, 22:38:40, time: 0.991, data_time: 0.009, memory: 6199, top1_acc: 0.0439, top5_acc: 0.1326, loss_cls: 5.2384, loss: 5.2384, grad_norm: 0.5570 2020-07-31 15:30:03,640 - mmaction - INFO - Epoch [1][720/940] lr: 4.000e-01, eta: 2 days, 22:36:56, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.0457, top5_acc: 0.1420, loss_cls: 5.2141, loss: 5.2141, grad_norm: 0.5595 2020-07-31 15:30:25,041 - mmaction - INFO - Epoch [1][740/940] lr: 4.000e-01, eta: 2 days, 22:37:42, time: 1.070, data_time: 0.004, memory: 6199, top1_acc: 0.0393, top5_acc: 0.1346, loss_cls: 5.2465, loss: 5.2465, grad_norm: 0.5387 2020-07-31 15:30:46,575 - mmaction - INFO - Epoch [1][760/940] lr: 4.000e-01, eta: 2 days, 22:39:09, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.0475, top5_acc: 0.1455, loss_cls: 5.2333, loss: 5.2333, grad_norm: 0.5605 2020-07-31 15:31:07,743 - mmaction - INFO - Epoch [1][780/940] lr: 4.000e-01, eta: 2 days, 22:38:28, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.0410, top5_acc: 0.1326, loss_cls: 5.2220, loss: 5.2220, grad_norm: 0.5555 2020-07-31 15:31:28,852 - mmaction - INFO - Epoch [1][800/940] lr: 4.000e-01, eta: 2 days, 22:37:56, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.0488, top5_acc: 0.1484, loss_cls: 5.1569, loss: 5.1569, grad_norm: 0.5705 2020-07-31 15:31:50,591 - mmaction - INFO - Epoch [1][820/940] lr: 4.000e-01, eta: 2 days, 22:39:54, time: 1.084, data_time: 0.005, memory: 6199, top1_acc: 0.0447, top5_acc: 0.1531, loss_cls: 5.1741, loss: 5.1741, grad_norm: 0.5799 2020-07-31 15:32:10,840 - mmaction - INFO - Epoch [1][840/940] lr: 4.000e-01, eta: 2 days, 22:35:03, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.0510, top5_acc: 0.1525, loss_cls: 5.1381, loss: 5.1381, grad_norm: 0.5684 2020-07-31 15:32:30,878 - mmaction - INFO - Epoch [1][860/940] lr: 4.000e-01, eta: 2 days, 22:29:27, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.0502, top5_acc: 0.1598, loss_cls: 5.1176, loss: 5.1176, grad_norm: 0.5824 2020-07-31 15:32:51,478 - mmaction - INFO - Epoch [1][880/940] lr: 4.000e-01, eta: 2 days, 22:26:22, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.0525, top5_acc: 0.1586, loss_cls: 5.1509, loss: 5.1509, grad_norm: 0.5692 2020-07-31 15:33:12,466 - mmaction - INFO - Epoch [1][900/940] lr: 4.000e-01, eta: 2 days, 22:25:17, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.0439, top5_acc: 0.1547, loss_cls: 5.1365, loss: 5.1365, grad_norm: 0.5777 2020-07-31 15:33:32,444 - mmaction - INFO - Epoch [1][920/940] lr: 4.000e-01, eta: 2 days, 22:19:51, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.0447, top5_acc: 0.1623, loss_cls: 5.1062, loss: 5.1062, grad_norm: 0.5834 2020-07-31 15:33:54,486 - mmaction - INFO - Epoch [1][940/940] lr: 4.000e-01, eta: 2 days, 22:23:33, time: 1.104, data_time: 0.009, memory: 6199, top1_acc: 0.0507, top5_acc: 0.1640, loss_cls: 5.1087, loss: 5.1087, grad_norm: 0.5975 2020-07-31 15:34:25,243 - mmaction - INFO - Epoch [2][20/940] lr: 4.000e-01, eta: 2 days, 23:01:47, time: 1.521, data_time: 0.464, memory: 6199, top1_acc: 0.0574, top5_acc: 0.1605, loss_cls: 5.0806, loss: 5.0806, grad_norm: 0.5943 2020-07-31 15:34:44,516 - mmaction - INFO - Epoch [2][40/940] lr: 4.000e-01, eta: 2 days, 22:53:02, time: 0.964, data_time: 0.003, memory: 6199, top1_acc: 0.0523, top5_acc: 0.1730, loss_cls: 5.0420, loss: 5.0420, grad_norm: 0.5923 2020-07-31 15:35:04,567 - mmaction - INFO - Epoch [2][60/940] lr: 4.000e-01, eta: 2 days, 22:47:37, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.0600, top5_acc: 0.1729, loss_cls: 5.0392, loss: 5.0392, grad_norm: 0.6153 2020-07-31 15:35:25,991 - mmaction - INFO - Epoch [2][80/940] lr: 4.000e-01, eta: 2 days, 22:47:47, time: 1.070, data_time: 0.004, memory: 6199, top1_acc: 0.0574, top5_acc: 0.1754, loss_cls: 5.0423, loss: 5.0423, grad_norm: 0.5912 2020-07-31 15:35:46,354 - mmaction - INFO - Epoch [2][100/940] lr: 4.000e-01, eta: 2 days, 22:44:06, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.0559, top5_acc: 0.1709, loss_cls: 5.0021, loss: 5.0021, grad_norm: 0.5917 2020-07-31 15:36:06,965 - mmaction - INFO - Epoch [2][120/940] lr: 4.000e-01, eta: 2 days, 22:41:16, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.0609, top5_acc: 0.1771, loss_cls: 5.0170, loss: 5.0170, grad_norm: 0.6053 2020-07-31 15:36:27,465 - mmaction - INFO - Epoch [2][140/940] lr: 4.000e-01, eta: 2 days, 22:38:15, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.0705, top5_acc: 0.1859, loss_cls: 4.9700, loss: 4.9700, grad_norm: 0.6325 2020-07-31 15:36:48,981 - mmaction - INFO - Epoch [2][160/940] lr: 4.000e-01, eta: 2 days, 22:38:56, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.0602, top5_acc: 0.1771, loss_cls: 5.0038, loss: 5.0038, grad_norm: 0.6094 2020-07-31 15:37:09,844 - mmaction - INFO - Epoch [2][180/940] lr: 4.000e-01, eta: 2 days, 22:37:01, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.0600, top5_acc: 0.1883, loss_cls: 4.9793, loss: 4.9793, grad_norm: 0.6128 2020-07-31 15:37:31,475 - mmaction - INFO - Epoch [2][200/940] lr: 4.000e-01, eta: 2 days, 22:38:15, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.0684, top5_acc: 0.1846, loss_cls: 4.9733, loss: 4.9733, grad_norm: 0.6211 2020-07-31 15:37:52,723 - mmaction - INFO - Epoch [2][220/940] lr: 4.000e-01, eta: 2 days, 22:37:48, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.0656, top5_acc: 0.1941, loss_cls: 4.9363, loss: 4.9363, grad_norm: 0.6091 2020-07-31 15:38:13,947 - mmaction - INFO - Epoch [2][240/940] lr: 4.000e-01, eta: 2 days, 22:37:31, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.0705, top5_acc: 0.2039, loss_cls: 4.9224, loss: 4.9224, grad_norm: 0.6325 2020-07-31 15:38:34,739 - mmaction - INFO - Epoch [2][260/940] lr: 4.000e-01, eta: 2 days, 22:35:23, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.0650, top5_acc: 0.1906, loss_cls: 4.9473, loss: 4.9473, grad_norm: 0.6359 2020-07-31 15:38:55,506 - mmaction - INFO - Epoch [2][280/940] lr: 4.000e-01, eta: 2 days, 22:33:50, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.0656, top5_acc: 0.1879, loss_cls: 4.9667, loss: 4.9667, grad_norm: 0.6152 2020-07-31 15:39:16,419 - mmaction - INFO - Epoch [2][300/940] lr: 4.000e-01, eta: 2 days, 22:32:28, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.0656, top5_acc: 0.1865, loss_cls: 4.9500, loss: 4.9500, grad_norm: 0.6101 2020-07-31 15:39:36,903 - mmaction - INFO - Epoch [2][320/940] lr: 4.000e-01, eta: 2 days, 22:29:51, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.0705, top5_acc: 0.2049, loss_cls: 4.8978, loss: 4.8978, grad_norm: 0.6137 2020-07-31 15:39:58,086 - mmaction - INFO - Epoch [2][340/940] lr: 4.000e-01, eta: 2 days, 22:29:21, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.0701, top5_acc: 0.2018, loss_cls: 4.9091, loss: 4.9091, grad_norm: 0.6059 2020-07-31 15:40:19,273 - mmaction - INFO - Epoch [2][360/940] lr: 4.000e-01, eta: 2 days, 22:29:00, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.0664, top5_acc: 0.1967, loss_cls: 4.9074, loss: 4.9074, grad_norm: 0.6139 2020-07-31 15:40:40,925 - mmaction - INFO - Epoch [2][380/940] lr: 4.000e-01, eta: 2 days, 22:30:00, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.0723, top5_acc: 0.2096, loss_cls: 4.8500, loss: 4.8500, grad_norm: 0.6206 2020-07-31 15:41:03,224 - mmaction - INFO - Epoch [2][400/940] lr: 4.000e-01, eta: 2 days, 22:32:52, time: 1.114, data_time: 0.003, memory: 6199, top1_acc: 0.0752, top5_acc: 0.2113, loss_cls: 4.8499, loss: 4.8499, grad_norm: 0.6429 2020-07-31 15:41:24,156 - mmaction - INFO - Epoch [2][420/940] lr: 4.000e-01, eta: 2 days, 22:31:38, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.0678, top5_acc: 0.1990, loss_cls: 4.8899, loss: 4.8899, grad_norm: 0.6318 2020-07-31 15:41:44,641 - mmaction - INFO - Epoch [2][440/940] lr: 4.000e-01, eta: 2 days, 22:29:06, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.0713, top5_acc: 0.2098, loss_cls: 4.8518, loss: 4.8518, grad_norm: 0.6389 2020-07-31 15:42:05,368 - mmaction - INFO - Epoch [2][460/940] lr: 4.000e-01, eta: 2 days, 22:27:29, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.0717, top5_acc: 0.2047, loss_cls: 4.8613, loss: 4.8613, grad_norm: 0.6246 2020-07-31 15:42:26,017 - mmaction - INFO - Epoch [2][480/940] lr: 4.000e-01, eta: 2 days, 22:25:30, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.0902, top5_acc: 0.2221, loss_cls: 4.8091, loss: 4.8091, grad_norm: 0.6488 2020-07-31 15:42:47,578 - mmaction - INFO - Epoch [2][500/940] lr: 4.000e-01, eta: 2 days, 22:26:13, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.0764, top5_acc: 0.2098, loss_cls: 4.8446, loss: 4.8446, grad_norm: 0.6305 2020-07-31 15:43:08,167 - mmaction - INFO - Epoch [2][520/940] lr: 4.000e-01, eta: 2 days, 22:23:57, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.0686, top5_acc: 0.2000, loss_cls: 4.8640, loss: 4.8640, grad_norm: 0.6247 2020-07-31 15:43:29,153 - mmaction - INFO - Epoch [2][540/940] lr: 4.000e-01, eta: 2 days, 22:23:12, time: 1.052, data_time: 0.013, memory: 6199, top1_acc: 0.0773, top5_acc: 0.2215, loss_cls: 4.8249, loss: 4.8249, grad_norm: 0.6421 2020-07-31 15:43:49,595 - mmaction - INFO - Epoch [2][560/940] lr: 4.000e-01, eta: 2 days, 22:20:51, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.0803, top5_acc: 0.2160, loss_cls: 4.8213, loss: 4.8213, grad_norm: 0.6508 2020-07-31 15:44:10,611 - mmaction - INFO - Epoch [2][580/940] lr: 4.000e-01, eta: 2 days, 22:20:01, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.0764, top5_acc: 0.2211, loss_cls: 4.8320, loss: 4.8320, grad_norm: 0.6400 2020-07-31 15:44:31,717 - mmaction - INFO - Epoch [2][600/940] lr: 4.000e-01, eta: 2 days, 22:19:36, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.0787, top5_acc: 0.2207, loss_cls: 4.8295, loss: 4.8295, grad_norm: 0.6362 2020-07-31 15:44:53,311 - mmaction - INFO - Epoch [2][620/940] lr: 4.000e-01, eta: 2 days, 22:20:13, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.0742, top5_acc: 0.2148, loss_cls: 4.8193, loss: 4.8193, grad_norm: 0.6215 2020-07-31 15:45:14,223 - mmaction - INFO - Epoch [2][640/940] lr: 4.000e-01, eta: 2 days, 22:19:12, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.0766, top5_acc: 0.2170, loss_cls: 4.8384, loss: 4.8384, grad_norm: 0.6542 2020-07-31 15:45:34,207 - mmaction - INFO - Epoch [2][660/940] lr: 4.000e-01, eta: 2 days, 22:15:50, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.0846, top5_acc: 0.2191, loss_cls: 4.7774, loss: 4.7774, grad_norm: 0.6458 2020-07-31 15:45:54,577 - mmaction - INFO - Epoch [2][680/940] lr: 4.000e-01, eta: 2 days, 22:13:36, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.0836, top5_acc: 0.2303, loss_cls: 4.7664, loss: 4.7664, grad_norm: 0.6548 2020-07-31 15:46:15,084 - mmaction - INFO - Epoch [2][700/940] lr: 4.000e-01, eta: 2 days, 22:11:26, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.0813, top5_acc: 0.2262, loss_cls: 4.7861, loss: 4.7861, grad_norm: 0.6494 2020-07-31 15:46:36,144 - mmaction - INFO - Epoch [2][720/940] lr: 4.000e-01, eta: 2 days, 22:11:02, time: 1.056, data_time: 0.009, memory: 6199, top1_acc: 0.0814, top5_acc: 0.2279, loss_cls: 4.7880, loss: 4.7880, grad_norm: 0.6504 2020-07-31 15:46:57,361 - mmaction - INFO - Epoch [2][740/940] lr: 4.000e-01, eta: 2 days, 22:10:57, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.0777, top5_acc: 0.2242, loss_cls: 4.7863, loss: 4.7863, grad_norm: 0.6512 2020-07-31 15:47:18,790 - mmaction - INFO - Epoch [2][760/940] lr: 4.000e-01, eta: 2 days, 22:11:06, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.0840, top5_acc: 0.2389, loss_cls: 4.7315, loss: 4.7315, grad_norm: 0.6571 2020-07-31 15:47:39,598 - mmaction - INFO - Epoch [2][780/940] lr: 4.000e-01, eta: 2 days, 22:10:07, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.0830, top5_acc: 0.2340, loss_cls: 4.7596, loss: 4.7596, grad_norm: 0.6630 2020-07-31 15:48:01,475 - mmaction - INFO - Epoch [2][800/940] lr: 4.000e-01, eta: 2 days, 22:11:28, time: 1.094, data_time: 0.006, memory: 6199, top1_acc: 0.0873, top5_acc: 0.2402, loss_cls: 4.7420, loss: 4.7420, grad_norm: 0.6583 2020-07-31 15:48:22,058 - mmaction - INFO - Epoch [2][820/940] lr: 4.000e-01, eta: 2 days, 22:09:47, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.0902, top5_acc: 0.2410, loss_cls: 4.7487, loss: 4.7487, grad_norm: 0.6619 2020-07-31 15:48:42,292 - mmaction - INFO - Epoch [2][840/940] lr: 4.000e-01, eta: 2 days, 22:07:14, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.0807, top5_acc: 0.2275, loss_cls: 4.7517, loss: 4.7517, grad_norm: 0.6794 2020-07-31 15:49:03,071 - mmaction - INFO - Epoch [2][860/940] lr: 4.000e-01, eta: 2 days, 22:06:13, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.0828, top5_acc: 0.2229, loss_cls: 4.7730, loss: 4.7730, grad_norm: 0.6558 2020-07-31 15:49:24,074 - mmaction - INFO - Epoch [2][880/940] lr: 4.000e-01, eta: 2 days, 22:05:34, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.0865, top5_acc: 0.2408, loss_cls: 4.7031, loss: 4.7031, grad_norm: 0.6438 2020-07-31 15:49:44,441 - mmaction - INFO - Epoch [2][900/940] lr: 4.000e-01, eta: 2 days, 22:03:33, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.0813, top5_acc: 0.2363, loss_cls: 4.7408, loss: 4.7408, grad_norm: 0.6643 2020-07-31 15:50:05,359 - mmaction - INFO - Epoch [2][920/940] lr: 4.000e-01, eta: 2 days, 22:02:47, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.0873, top5_acc: 0.2434, loss_cls: 4.7204, loss: 4.7204, grad_norm: 0.6704 2020-07-31 15:50:24,869 - mmaction - INFO - Epoch [2][940/940] lr: 4.000e-01, eta: 2 days, 21:58:58, time: 0.974, data_time: 0.005, memory: 6199, top1_acc: 0.0864, top5_acc: 0.2368, loss_cls: 4.7352, loss: 4.7352, grad_norm: 0.6781 2020-07-31 15:50:55,293 - mmaction - INFO - Epoch [3][20/940] lr: 3.999e-01, eta: 2 days, 22:17:29, time: 1.506, data_time: 0.468, memory: 6199, top1_acc: 0.0953, top5_acc: 0.2484, loss_cls: 4.6731, loss: 4.6731, grad_norm: 0.6682 2020-07-31 15:51:15,800 - mmaction - INFO - Epoch [3][40/940] lr: 3.999e-01, eta: 2 days, 22:15:44, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.0895, top5_acc: 0.2523, loss_cls: 4.7031, loss: 4.7031, grad_norm: 0.6830 2020-07-31 15:51:36,297 - mmaction - INFO - Epoch [3][60/940] lr: 3.999e-01, eta: 2 days, 22:14:00, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.0926, top5_acc: 0.2424, loss_cls: 4.6621, loss: 4.6621, grad_norm: 0.6768 2020-07-31 15:51:57,500 - mmaction - INFO - Epoch [3][80/940] lr: 3.999e-01, eta: 2 days, 22:13:40, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.0910, top5_acc: 0.2531, loss_cls: 4.6622, loss: 4.6622, grad_norm: 0.6627 2020-07-31 15:52:17,690 - mmaction - INFO - Epoch [3][100/940] lr: 3.999e-01, eta: 2 days, 22:11:22, time: 1.011, data_time: 0.003, memory: 6199, top1_acc: 0.0830, top5_acc: 0.2416, loss_cls: 4.7175, loss: 4.7175, grad_norm: 0.7067 2020-07-31 15:52:38,489 - mmaction - INFO - Epoch [3][120/940] lr: 3.999e-01, eta: 2 days, 22:10:09, time: 1.037, data_time: 0.002, memory: 6199, top1_acc: 0.0924, top5_acc: 0.2553, loss_cls: 4.6637, loss: 4.6637, grad_norm: 0.6652 2020-07-31 15:52:59,009 - mmaction - INFO - Epoch [3][140/940] lr: 3.999e-01, eta: 2 days, 22:08:36, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.0922, top5_acc: 0.2482, loss_cls: 4.6593, loss: 4.6593, grad_norm: 0.6730 2020-07-31 15:53:20,704 - mmaction - INFO - Epoch [3][160/940] lr: 3.999e-01, eta: 2 days, 22:09:16, time: 1.085, data_time: 0.003, memory: 6199, top1_acc: 0.0953, top5_acc: 0.2543, loss_cls: 4.6442, loss: 4.6442, grad_norm: 0.6938 2020-07-31 15:53:40,379 - mmaction - INFO - Epoch [3][180/940] lr: 3.999e-01, eta: 2 days, 22:05:57, time: 0.982, data_time: 0.009, memory: 6199, top1_acc: 0.0992, top5_acc: 0.2602, loss_cls: 4.6126, loss: 4.6126, grad_norm: 0.6868 2020-07-31 15:54:02,737 - mmaction - INFO - Epoch [3][200/940] lr: 3.999e-01, eta: 2 days, 22:07:56, time: 1.119, data_time: 0.007, memory: 6199, top1_acc: 0.0994, top5_acc: 0.2652, loss_cls: 4.6214, loss: 4.6214, grad_norm: 0.7050 2020-07-31 15:54:23,937 - mmaction - INFO - Epoch [3][220/940] lr: 3.999e-01, eta: 2 days, 22:07:41, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.0924, top5_acc: 0.2461, loss_cls: 4.6771, loss: 4.6771, grad_norm: 0.6893 2020-07-31 15:54:44,211 - mmaction - INFO - Epoch [3][240/940] lr: 3.999e-01, eta: 2 days, 22:05:39, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.0955, top5_acc: 0.2562, loss_cls: 4.6333, loss: 4.6333, grad_norm: 0.7052 2020-07-31 15:55:05,564 - mmaction - INFO - Epoch [3][260/940] lr: 3.999e-01, eta: 2 days, 22:05:35, time: 1.066, data_time: 0.003, memory: 6199, top1_acc: 0.0975, top5_acc: 0.2611, loss_cls: 4.6316, loss: 4.6316, grad_norm: 0.6843 2020-07-31 15:55:26,627 - mmaction - INFO - Epoch [3][280/940] lr: 3.999e-01, eta: 2 days, 22:05:08, time: 1.055, data_time: 0.005, memory: 6199, top1_acc: 0.1047, top5_acc: 0.2635, loss_cls: 4.5885, loss: 4.5885, grad_norm: 0.6935 2020-07-31 15:55:48,204 - mmaction - INFO - Epoch [3][300/940] lr: 3.999e-01, eta: 2 days, 22:05:19, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.0898, top5_acc: 0.2578, loss_cls: 4.6095, loss: 4.6095, grad_norm: 0.7080 2020-07-31 15:56:09,948 - mmaction - INFO - Epoch [3][320/940] lr: 3.999e-01, eta: 2 days, 22:06:16, time: 1.094, data_time: 0.010, memory: 6199, top1_acc: 0.0928, top5_acc: 0.2625, loss_cls: 4.6175, loss: 4.6175, grad_norm: 0.6867 2020-07-31 15:56:30,953 - mmaction - INFO - Epoch [3][340/940] lr: 3.999e-01, eta: 2 days, 22:05:29, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.1000, top5_acc: 0.2670, loss_cls: 4.5800, loss: 4.5800, grad_norm: 0.7073 2020-07-31 15:56:52,797 - mmaction - INFO - Epoch [3][360/940] lr: 3.999e-01, eta: 2 days, 22:06:27, time: 1.096, data_time: 0.008, memory: 6199, top1_acc: 0.1000, top5_acc: 0.2711, loss_cls: 4.5905, loss: 4.5905, grad_norm: 0.7368 2020-07-31 15:57:13,195 - mmaction - INFO - Epoch [3][380/940] lr: 3.999e-01, eta: 2 days, 22:04:43, time: 1.019, data_time: 0.003, memory: 6199, top1_acc: 0.0949, top5_acc: 0.2596, loss_cls: 4.6257, loss: 4.6257, grad_norm: 0.7186 2020-07-31 15:57:34,654 - mmaction - INFO - Epoch [3][400/940] lr: 3.999e-01, eta: 2 days, 22:04:47, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.1041, top5_acc: 0.2816, loss_cls: 4.5417, loss: 4.5417, grad_norm: 0.6970 2020-07-31 15:57:54,821 - mmaction - INFO - Epoch [3][420/940] lr: 3.999e-01, eta: 2 days, 22:02:48, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.0949, top5_acc: 0.2600, loss_cls: 4.6111, loss: 4.6111, grad_norm: 0.6982 2020-07-31 15:58:15,404 - mmaction - INFO - Epoch [3][440/940] lr: 3.999e-01, eta: 2 days, 22:01:21, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.1162, top5_acc: 0.2793, loss_cls: 4.5351, loss: 4.5351, grad_norm: 0.7269 2020-07-31 15:58:35,898 - mmaction - INFO - Epoch [3][460/940] lr: 3.999e-01, eta: 2 days, 21:59:53, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.1064, top5_acc: 0.2801, loss_cls: 4.5305, loss: 4.5305, grad_norm: 0.7196 2020-07-31 15:58:56,598 - mmaction - INFO - Epoch [3][480/940] lr: 3.999e-01, eta: 2 days, 21:58:50, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.1096, top5_acc: 0.2879, loss_cls: 4.5081, loss: 4.5081, grad_norm: 0.7254 2020-07-31 15:59:17,865 - mmaction - INFO - Epoch [3][500/940] lr: 3.999e-01, eta: 2 days, 21:58:35, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.0986, top5_acc: 0.2621, loss_cls: 4.5829, loss: 4.5829, grad_norm: 0.7184 2020-07-31 15:59:38,854 - mmaction - INFO - Epoch [3][520/940] lr: 3.999e-01, eta: 2 days, 21:57:58, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.1059, top5_acc: 0.2811, loss_cls: 4.5637, loss: 4.5637, grad_norm: 0.7231 2020-07-31 16:00:00,810 - mmaction - INFO - Epoch [3][540/940] lr: 3.999e-01, eta: 2 days, 21:59:07, time: 1.103, data_time: 0.010, memory: 6199, top1_acc: 0.1104, top5_acc: 0.2889, loss_cls: 4.5215, loss: 4.5215, grad_norm: 0.7066 2020-07-31 16:00:24,197 - mmaction - INFO - Epoch [3][560/940] lr: 3.999e-01, eta: 2 days, 22:02:06, time: 1.160, data_time: 0.002, memory: 6199, top1_acc: 0.1160, top5_acc: 0.2826, loss_cls: 4.5045, loss: 4.5045, grad_norm: 0.7415 2020-07-31 16:00:44,078 - mmaction - INFO - Epoch [3][580/940] lr: 3.999e-01, eta: 2 days, 21:59:49, time: 0.999, data_time: 0.028, memory: 6199, top1_acc: 0.1111, top5_acc: 0.2779, loss_cls: 4.5383, loss: 4.5383, grad_norm: 0.7216 2020-07-31 16:01:04,788 - mmaction - INFO - Epoch [3][600/940] lr: 3.999e-01, eta: 2 days, 21:58:43, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.1029, top5_acc: 0.2662, loss_cls: 4.5569, loss: 4.5569, grad_norm: 0.7293 2020-07-31 16:01:26,781 - mmaction - INFO - Epoch [3][620/940] lr: 3.999e-01, eta: 2 days, 21:59:45, time: 1.101, data_time: 0.012, memory: 6199, top1_acc: 0.1139, top5_acc: 0.2830, loss_cls: 4.5377, loss: 4.5377, grad_norm: 0.7303 2020-07-31 16:01:47,512 - mmaction - INFO - Epoch [3][640/940] lr: 3.999e-01, eta: 2 days, 21:58:45, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.1129, top5_acc: 0.2805, loss_cls: 4.5103, loss: 4.5103, grad_norm: 0.7314 2020-07-31 16:02:08,465 - mmaction - INFO - Epoch [3][660/940] lr: 3.999e-01, eta: 2 days, 21:58:01, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.1098, top5_acc: 0.2863, loss_cls: 4.5209, loss: 4.5209, grad_norm: 0.7283 2020-07-31 16:02:29,692 - mmaction - INFO - Epoch [3][680/940] lr: 3.999e-01, eta: 2 days, 21:57:50, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.1139, top5_acc: 0.2799, loss_cls: 4.5114, loss: 4.5114, grad_norm: 0.7312 2020-07-31 16:02:50,664 - mmaction - INFO - Epoch [3][700/940] lr: 3.999e-01, eta: 2 days, 21:57:16, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.1232, top5_acc: 0.2883, loss_cls: 4.4986, loss: 4.4986, grad_norm: 0.7495 2020-07-31 16:03:11,048 - mmaction - INFO - Epoch [3][720/940] lr: 3.999e-01, eta: 2 days, 21:55:39, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.1117, top5_acc: 0.2820, loss_cls: 4.5313, loss: 4.5313, grad_norm: 0.7526 2020-07-31 16:03:31,699 - mmaction - INFO - Epoch [3][740/940] lr: 3.999e-01, eta: 2 days, 21:54:35, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.1123, top5_acc: 0.2896, loss_cls: 4.5077, loss: 4.5077, grad_norm: 0.7494 2020-07-31 16:03:53,100 - mmaction - INFO - Epoch [3][760/940] lr: 3.999e-01, eta: 2 days, 21:54:35, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.1086, top5_acc: 0.2838, loss_cls: 4.5176, loss: 4.5176, grad_norm: 0.7474 2020-07-31 16:04:13,486 - mmaction - INFO - Epoch [3][780/940] lr: 3.999e-01, eta: 2 days, 21:53:05, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.1182, top5_acc: 0.2922, loss_cls: 4.4508, loss: 4.4508, grad_norm: 0.7783 2020-07-31 16:04:33,988 - mmaction - INFO - Epoch [3][800/940] lr: 3.999e-01, eta: 2 days, 21:51:48, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.1098, top5_acc: 0.2863, loss_cls: 4.4875, loss: 4.4875, grad_norm: 0.7404 2020-07-31 16:04:54,156 - mmaction - INFO - Epoch [3][820/940] lr: 3.999e-01, eta: 2 days, 21:50:03, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.1131, top5_acc: 0.2857, loss_cls: 4.4752, loss: 4.4752, grad_norm: 0.7336 2020-07-31 16:05:15,629 - mmaction - INFO - Epoch [3][840/940] lr: 3.999e-01, eta: 2 days, 21:50:12, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.1100, top5_acc: 0.2939, loss_cls: 4.5042, loss: 4.5042, grad_norm: 0.7487 2020-07-31 16:05:36,529 - mmaction - INFO - Epoch [3][860/940] lr: 3.999e-01, eta: 2 days, 21:49:27, time: 1.043, data_time: 0.003, memory: 6199, top1_acc: 0.1125, top5_acc: 0.2873, loss_cls: 4.4797, loss: 4.4797, grad_norm: 0.7404 2020-07-31 16:05:58,827 - mmaction - INFO - Epoch [3][880/940] lr: 3.999e-01, eta: 2 days, 21:50:45, time: 1.114, data_time: 0.007, memory: 6199, top1_acc: 0.1244, top5_acc: 0.3033, loss_cls: 4.4268, loss: 4.4268, grad_norm: 0.7642 2020-07-31 16:06:19,715 - mmaction - INFO - Epoch [3][900/940] lr: 3.999e-01, eta: 2 days, 21:50:01, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.1232, top5_acc: 0.3059, loss_cls: 4.4288, loss: 4.4288, grad_norm: 0.7588 2020-07-31 16:06:41,121 - mmaction - INFO - Epoch [3][920/940] lr: 3.999e-01, eta: 2 days, 21:50:05, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.1270, top5_acc: 0.3057, loss_cls: 4.4152, loss: 4.4152, grad_norm: 0.7548 2020-07-31 16:07:00,787 - mmaction - INFO - Epoch [3][940/940] lr: 3.999e-01, eta: 2 days, 21:47:43, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.1242, top5_acc: 0.3056, loss_cls: 4.4020, loss: 4.4020, grad_norm: 0.7564 2020-07-31 16:07:34,336 - mmaction - INFO - Epoch [4][20/940] lr: 3.999e-01, eta: 2 days, 22:03:57, time: 1.651, data_time: 0.605, memory: 6199, top1_acc: 0.1252, top5_acc: 0.3117, loss_cls: 4.3994, loss: 4.3994, grad_norm: 0.7602 2020-07-31 16:07:53,991 - mmaction - INFO - Epoch [4][40/940] lr: 3.999e-01, eta: 2 days, 22:01:29, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.1227, top5_acc: 0.2990, loss_cls: 4.4092, loss: 4.4092, grad_norm: 0.7663 2020-07-31 16:08:15,690 - mmaction - INFO - Epoch [4][60/940] lr: 3.999e-01, eta: 2 days, 22:01:52, time: 1.087, data_time: 0.004, memory: 6199, top1_acc: 0.1166, top5_acc: 0.3117, loss_cls: 4.3948, loss: 4.3948, grad_norm: 0.7527 2020-07-31 16:08:36,600 - mmaction - INFO - Epoch [4][80/940] lr: 3.999e-01, eta: 2 days, 22:01:01, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.1252, top5_acc: 0.3098, loss_cls: 4.4027, loss: 4.4027, grad_norm: 0.7724 2020-07-31 16:08:56,344 - mmaction - INFO - Epoch [4][100/940] lr: 3.999e-01, eta: 2 days, 21:58:44, time: 0.989, data_time: 0.006, memory: 6199, top1_acc: 0.1301, top5_acc: 0.3133, loss_cls: 4.3947, loss: 4.3947, grad_norm: 0.7744 2020-07-31 16:09:17,278 - mmaction - INFO - Epoch [4][120/940] lr: 3.999e-01, eta: 2 days, 21:58:00, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.1236, top5_acc: 0.3057, loss_cls: 4.3966, loss: 4.3966, grad_norm: 0.8063 2020-07-31 16:09:38,581 - mmaction - INFO - Epoch [4][140/940] lr: 3.999e-01, eta: 2 days, 21:57:52, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.1148, top5_acc: 0.3012, loss_cls: 4.4320, loss: 4.4320, grad_norm: 0.7548 2020-07-31 16:10:01,224 - mmaction - INFO - Epoch [4][160/940] lr: 3.999e-01, eta: 2 days, 21:59:21, time: 1.129, data_time: 0.005, memory: 6199, top1_acc: 0.1256, top5_acc: 0.3043, loss_cls: 4.3722, loss: 4.3722, grad_norm: 0.7718 2020-07-31 16:10:22,520 - mmaction - INFO - Epoch [4][180/940] lr: 3.999e-01, eta: 2 days, 21:59:09, time: 1.066, data_time: 0.011, memory: 6199, top1_acc: 0.1324, top5_acc: 0.3182, loss_cls: 4.3148, loss: 4.3148, grad_norm: 0.7857 2020-07-31 16:10:43,594 - mmaction - INFO - Epoch [4][200/940] lr: 3.999e-01, eta: 2 days, 21:58:39, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.1223, top5_acc: 0.3105, loss_cls: 4.4050, loss: 4.4050, grad_norm: 0.7917 2020-07-31 16:11:04,238 - mmaction - INFO - Epoch [4][220/940] lr: 3.999e-01, eta: 2 days, 21:57:33, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.1244, top5_acc: 0.3076, loss_cls: 4.3912, loss: 4.3912, grad_norm: 0.7830 2020-07-31 16:11:25,805 - mmaction - INFO - Epoch [4][240/940] lr: 3.999e-01, eta: 2 days, 21:57:40, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.1334, top5_acc: 0.3227, loss_cls: 4.3546, loss: 4.3546, grad_norm: 0.7773 2020-07-31 16:11:47,657 - mmaction - INFO - Epoch [4][260/940] lr: 3.999e-01, eta: 2 days, 21:58:08, time: 1.092, data_time: 0.010, memory: 6199, top1_acc: 0.1275, top5_acc: 0.3180, loss_cls: 4.3569, loss: 4.3569, grad_norm: 0.7774 2020-07-31 16:12:07,617 - mmaction - INFO - Epoch [4][280/940] lr: 3.999e-01, eta: 2 days, 21:56:13, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.1260, top5_acc: 0.3191, loss_cls: 4.3594, loss: 4.3594, grad_norm: 0.7760 2020-07-31 16:12:28,393 - mmaction - INFO - Epoch [4][300/940] lr: 3.999e-01, eta: 2 days, 21:55:20, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.1318, top5_acc: 0.3182, loss_cls: 4.3568, loss: 4.3568, grad_norm: 0.7827 2020-07-31 16:12:49,116 - mmaction - INFO - Epoch [4][320/940] lr: 3.999e-01, eta: 2 days, 21:54:23, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.1262, top5_acc: 0.3162, loss_cls: 4.3461, loss: 4.3461, grad_norm: 0.8120 2020-07-31 16:13:09,702 - mmaction - INFO - Epoch [4][340/940] lr: 3.999e-01, eta: 2 days, 21:53:16, time: 1.029, data_time: 0.003, memory: 6199, top1_acc: 0.1264, top5_acc: 0.3201, loss_cls: 4.3576, loss: 4.3576, grad_norm: 0.7739 2020-07-31 16:13:31,640 - mmaction - INFO - Epoch [4][360/940] lr: 3.999e-01, eta: 2 days, 21:53:47, time: 1.094, data_time: 0.008, memory: 6199, top1_acc: 0.1287, top5_acc: 0.3283, loss_cls: 4.2966, loss: 4.2966, grad_norm: 0.7867 2020-07-31 16:13:52,433 - mmaction - INFO - Epoch [4][380/940] lr: 3.999e-01, eta: 2 days, 21:52:59, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.1275, top5_acc: 0.3135, loss_cls: 4.3595, loss: 4.3595, grad_norm: 0.7796 2020-07-31 16:14:14,316 - mmaction - INFO - Epoch [4][400/940] lr: 3.999e-01, eta: 2 days, 21:53:26, time: 1.092, data_time: 0.009, memory: 6199, top1_acc: 0.1396, top5_acc: 0.3252, loss_cls: 4.3391, loss: 4.3391, grad_norm: 0.7758 2020-07-31 16:14:35,120 - mmaction - INFO - Epoch [4][420/940] lr: 3.999e-01, eta: 2 days, 21:52:40, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.1305, top5_acc: 0.3246, loss_cls: 4.3570, loss: 4.3570, grad_norm: 0.7956 2020-07-31 16:14:55,522 - mmaction - INFO - Epoch [4][440/940] lr: 3.999e-01, eta: 2 days, 21:51:22, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.1277, top5_acc: 0.3195, loss_cls: 4.3362, loss: 4.3362, grad_norm: 0.7959 2020-07-31 16:15:17,333 - mmaction - INFO - Epoch [4][460/940] lr: 3.999e-01, eta: 2 days, 21:51:47, time: 1.091, data_time: 0.005, memory: 6199, top1_acc: 0.1293, top5_acc: 0.3199, loss_cls: 4.3450, loss: 4.3450, grad_norm: 0.7697 2020-07-31 16:15:38,998 - mmaction - INFO - Epoch [4][480/940] lr: 3.999e-01, eta: 2 days, 21:51:58, time: 1.082, data_time: 0.004, memory: 6199, top1_acc: 0.1359, top5_acc: 0.3270, loss_cls: 4.3137, loss: 4.3137, grad_norm: 0.7823 2020-07-31 16:15:59,161 - mmaction - INFO - Epoch [4][500/940] lr: 3.999e-01, eta: 2 days, 21:50:23, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.1324, top5_acc: 0.3160, loss_cls: 4.3319, loss: 4.3319, grad_norm: 0.7839 2020-07-31 16:16:20,626 - mmaction - INFO - Epoch [4][520/940] lr: 3.999e-01, eta: 2 days, 21:50:22, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.1350, top5_acc: 0.3328, loss_cls: 4.3130, loss: 4.3130, grad_norm: 0.7917 2020-07-31 16:16:42,133 - mmaction - INFO - Epoch [4][540/940] lr: 3.999e-01, eta: 2 days, 21:50:21, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.1322, top5_acc: 0.3246, loss_cls: 4.3277, loss: 4.3277, grad_norm: 0.8024 2020-07-31 16:17:02,447 - mmaction - INFO - Epoch [4][560/940] lr: 3.999e-01, eta: 2 days, 21:48:56, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.1326, top5_acc: 0.3254, loss_cls: 4.3473, loss: 4.3473, grad_norm: 0.7803 2020-07-31 16:17:23,589 - mmaction - INFO - Epoch [4][580/940] lr: 3.999e-01, eta: 2 days, 21:48:37, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.1373, top5_acc: 0.3373, loss_cls: 4.2889, loss: 4.2889, grad_norm: 0.7944 2020-07-31 16:17:45,494 - mmaction - INFO - Epoch [4][600/940] lr: 3.999e-01, eta: 2 days, 21:49:00, time: 1.092, data_time: 0.007, memory: 6199, top1_acc: 0.1332, top5_acc: 0.3316, loss_cls: 4.2928, loss: 4.2928, grad_norm: 0.7990 2020-07-31 16:18:06,871 - mmaction - INFO - Epoch [4][620/940] lr: 3.999e-01, eta: 2 days, 21:48:55, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.1467, top5_acc: 0.3373, loss_cls: 4.2876, loss: 4.2876, grad_norm: 0.8061 2020-07-31 16:18:28,224 - mmaction - INFO - Epoch [4][640/940] lr: 3.999e-01, eta: 2 days, 21:48:46, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.1299, top5_acc: 0.3189, loss_cls: 4.3433, loss: 4.3433, grad_norm: 0.8257 2020-07-31 16:18:48,772 - mmaction - INFO - Epoch [4][660/940] lr: 3.999e-01, eta: 2 days, 21:47:42, time: 1.029, data_time: 0.003, memory: 6199, top1_acc: 0.1447, top5_acc: 0.3396, loss_cls: 4.2720, loss: 4.2720, grad_norm: 0.8000 2020-07-31 16:19:10,700 - mmaction - INFO - Epoch [4][680/940] lr: 3.999e-01, eta: 2 days, 21:48:08, time: 1.094, data_time: 0.004, memory: 6199, top1_acc: 0.1332, top5_acc: 0.3289, loss_cls: 4.3057, loss: 4.3057, grad_norm: 0.8247 2020-07-31 16:19:30,783 - mmaction - INFO - Epoch [4][700/940] lr: 3.999e-01, eta: 2 days, 21:46:33, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.1402, top5_acc: 0.3307, loss_cls: 4.2945, loss: 4.2945, grad_norm: 0.8019 2020-07-31 16:19:51,779 - mmaction - INFO - Epoch [4][720/940] lr: 3.999e-01, eta: 2 days, 21:46:00, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.1465, top5_acc: 0.3389, loss_cls: 4.2674, loss: 4.2674, grad_norm: 0.7961 2020-07-31 16:20:13,357 - mmaction - INFO - Epoch [4][740/940] lr: 3.999e-01, eta: 2 days, 21:45:57, time: 1.073, data_time: 0.002, memory: 6199, top1_acc: 0.1404, top5_acc: 0.3379, loss_cls: 4.2456, loss: 4.2456, grad_norm: 0.8003 2020-07-31 16:20:34,420 - mmaction - INFO - Epoch [4][760/940] lr: 3.999e-01, eta: 2 days, 21:45:35, time: 1.059, data_time: 0.011, memory: 6199, top1_acc: 0.1314, top5_acc: 0.3320, loss_cls: 4.2953, loss: 4.2953, grad_norm: 0.8122 2020-07-31 16:20:55,144 - mmaction - INFO - Epoch [4][780/940] lr: 3.999e-01, eta: 2 days, 21:44:43, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.1426, top5_acc: 0.3383, loss_cls: 4.2665, loss: 4.2665, grad_norm: 0.7848 2020-07-31 16:21:16,316 - mmaction - INFO - Epoch [4][800/940] lr: 3.999e-01, eta: 2 days, 21:44:20, time: 1.058, data_time: 0.003, memory: 6199, top1_acc: 0.1395, top5_acc: 0.3385, loss_cls: 4.2596, loss: 4.2596, grad_norm: 0.7920 2020-07-31 16:21:37,546 - mmaction - INFO - Epoch [4][820/940] lr: 3.999e-01, eta: 2 days, 21:44:04, time: 1.063, data_time: 0.004, memory: 6199, top1_acc: 0.1408, top5_acc: 0.3400, loss_cls: 4.2497, loss: 4.2497, grad_norm: 0.8077 2020-07-31 16:21:58,582 - mmaction - INFO - Epoch [4][840/940] lr: 3.999e-01, eta: 2 days, 21:43:32, time: 1.050, data_time: 0.004, memory: 6199, top1_acc: 0.1381, top5_acc: 0.3447, loss_cls: 4.2541, loss: 4.2541, grad_norm: 0.8177 2020-07-31 16:22:19,348 - mmaction - INFO - Epoch [4][860/940] lr: 3.999e-01, eta: 2 days, 21:42:41, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.1383, top5_acc: 0.3367, loss_cls: 4.2806, loss: 4.2806, grad_norm: 0.8019 2020-07-31 16:22:40,606 - mmaction - INFO - Epoch [4][880/940] lr: 3.999e-01, eta: 2 days, 21:42:27, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.1418, top5_acc: 0.3469, loss_cls: 4.2306, loss: 4.2306, grad_norm: 0.8051 2020-07-31 16:23:01,820 - mmaction - INFO - Epoch [4][900/940] lr: 3.999e-01, eta: 2 days, 21:42:05, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.1357, top5_acc: 0.3354, loss_cls: 4.2586, loss: 4.2586, grad_norm: 0.8053 2020-07-31 16:23:23,135 - mmaction - INFO - Epoch [4][920/940] lr: 3.999e-01, eta: 2 days, 21:41:55, time: 1.068, data_time: 0.010, memory: 6199, top1_acc: 0.1441, top5_acc: 0.3426, loss_cls: 4.2333, loss: 4.2333, grad_norm: 0.7994 2020-07-31 16:23:42,803 - mmaction - INFO - Epoch [4][940/940] lr: 3.999e-01, eta: 2 days, 21:39:58, time: 0.983, data_time: 0.009, memory: 6199, top1_acc: 0.1471, top5_acc: 0.3531, loss_cls: 4.2393, loss: 4.2393, grad_norm: 0.8196 2020-07-31 16:23:43,144 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-07-31 16:24:12,860 - mmaction - INFO - Epoch [5][20/940] lr: 3.998e-01, eta: 2 days, 21:46:05, time: 1.369, data_time: 0.380, memory: 6199, top1_acc: 0.1420, top5_acc: 0.3434, loss_cls: 4.2333, loss: 4.2333, grad_norm: 0.8390 2020-07-31 16:24:32,872 - mmaction - INFO - Epoch [5][40/940] lr: 3.998e-01, eta: 2 days, 21:44:30, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.1494, top5_acc: 0.3514, loss_cls: 4.1931, loss: 4.1931, grad_norm: 0.8149 2020-07-31 16:24:54,598 - mmaction - INFO - Epoch [5][60/940] lr: 3.998e-01, eta: 2 days, 21:44:42, time: 1.086, data_time: 0.002, memory: 6199, top1_acc: 0.1469, top5_acc: 0.3469, loss_cls: 4.2156, loss: 4.2156, grad_norm: 0.7971 2020-07-31 16:25:15,303 - mmaction - INFO - Epoch [5][80/940] lr: 3.998e-01, eta: 2 days, 21:43:45, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.1498, top5_acc: 0.3498, loss_cls: 4.1962, loss: 4.1962, grad_norm: 0.8096 2020-07-31 16:25:36,499 - mmaction - INFO - Epoch [5][100/940] lr: 3.998e-01, eta: 2 days, 21:43:25, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.1545, top5_acc: 0.3592, loss_cls: 4.1425, loss: 4.1425, grad_norm: 0.8474 2020-07-31 16:25:56,946 - mmaction - INFO - Epoch [5][120/940] lr: 3.998e-01, eta: 2 days, 21:42:17, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.1488, top5_acc: 0.3506, loss_cls: 4.2085, loss: 4.2085, grad_norm: 0.8275 2020-07-31 16:26:18,099 - mmaction - INFO - Epoch [5][140/940] lr: 3.998e-01, eta: 2 days, 21:41:57, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.1480, top5_acc: 0.3441, loss_cls: 4.2322, loss: 4.2322, grad_norm: 0.8065 2020-07-31 16:26:39,015 - mmaction - INFO - Epoch [5][160/940] lr: 3.998e-01, eta: 2 days, 21:41:19, time: 1.046, data_time: 0.002, memory: 6199, top1_acc: 0.1506, top5_acc: 0.3559, loss_cls: 4.2143, loss: 4.2143, grad_norm: 0.8324 2020-07-31 16:26:59,042 - mmaction - INFO - Epoch [5][180/940] lr: 3.998e-01, eta: 2 days, 21:39:46, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.1535, top5_acc: 0.3496, loss_cls: 4.1771, loss: 4.1771, grad_norm: 0.8045 2020-07-31 16:27:19,580 - mmaction - INFO - Epoch [5][200/940] lr: 3.998e-01, eta: 2 days, 21:38:44, time: 1.025, data_time: 0.003, memory: 6199, top1_acc: 0.1564, top5_acc: 0.3525, loss_cls: 4.1637, loss: 4.1637, grad_norm: 0.8269 2020-07-31 16:27:40,623 - mmaction - INFO - Epoch [5][220/940] lr: 3.998e-01, eta: 2 days, 21:38:17, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.1531, top5_acc: 0.3570, loss_cls: 4.1687, loss: 4.1687, grad_norm: 0.8176 2020-07-31 16:28:00,598 - mmaction - INFO - Epoch [5][240/940] lr: 3.998e-01, eta: 2 days, 21:36:43, time: 0.997, data_time: 0.002, memory: 6199, top1_acc: 0.1533, top5_acc: 0.3441, loss_cls: 4.1939, loss: 4.1939, grad_norm: 0.8456 2020-07-31 16:28:21,079 - mmaction - INFO - Epoch [5][260/940] lr: 3.998e-01, eta: 2 days, 21:35:40, time: 1.024, data_time: 0.004, memory: 6199, top1_acc: 0.1459, top5_acc: 0.3547, loss_cls: 4.2164, loss: 4.2164, grad_norm: 0.8174 2020-07-31 16:28:41,521 - mmaction - INFO - Epoch [5][280/940] lr: 3.998e-01, eta: 2 days, 21:34:37, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.1557, top5_acc: 0.3537, loss_cls: 4.1772, loss: 4.1772, grad_norm: 0.8270 2020-07-31 16:29:01,910 - mmaction - INFO - Epoch [5][300/940] lr: 3.998e-01, eta: 2 days, 21:33:31, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.1588, top5_acc: 0.3646, loss_cls: 4.1727, loss: 4.1727, grad_norm: 0.8360 2020-07-31 16:29:22,237 - mmaction - INFO - Epoch [5][320/940] lr: 3.998e-01, eta: 2 days, 21:32:19, time: 1.014, data_time: 0.002, memory: 6199, top1_acc: 0.1508, top5_acc: 0.3617, loss_cls: 4.2073, loss: 4.2073, grad_norm: 0.8345 2020-07-31 16:29:43,237 - mmaction - INFO - Epoch [5][340/940] lr: 3.998e-01, eta: 2 days, 21:31:45, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.1512, top5_acc: 0.3600, loss_cls: 4.1490, loss: 4.1490, grad_norm: 0.8073 2020-07-31 16:30:03,300 - mmaction - INFO - Epoch [5][360/940] lr: 3.998e-01, eta: 2 days, 21:30:25, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.1555, top5_acc: 0.3650, loss_cls: 4.1574, loss: 4.1574, grad_norm: 0.8428 2020-07-31 16:30:23,316 - mmaction - INFO - Epoch [5][380/940] lr: 3.998e-01, eta: 2 days, 21:28:59, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.1584, top5_acc: 0.3611, loss_cls: 4.1524, loss: 4.1524, grad_norm: 0.8316 2020-07-31 16:30:44,223 - mmaction - INFO - Epoch [5][400/940] lr: 3.998e-01, eta: 2 days, 21:28:20, time: 1.043, data_time: 0.010, memory: 6199, top1_acc: 0.1514, top5_acc: 0.3584, loss_cls: 4.1604, loss: 4.1604, grad_norm: 0.8402 2020-07-31 16:31:04,761 - mmaction - INFO - Epoch [5][420/940] lr: 3.998e-01, eta: 2 days, 21:27:26, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.1525, top5_acc: 0.3555, loss_cls: 4.1722, loss: 4.1722, grad_norm: 0.8383 2020-07-31 16:31:24,944 - mmaction - INFO - Epoch [5][440/940] lr: 3.998e-01, eta: 2 days, 21:26:11, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.1516, top5_acc: 0.3482, loss_cls: 4.1945, loss: 4.1945, grad_norm: 0.8212 2020-07-31 16:31:45,196 - mmaction - INFO - Epoch [5][460/940] lr: 3.998e-01, eta: 2 days, 21:25:00, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.1576, top5_acc: 0.3520, loss_cls: 4.1894, loss: 4.1894, grad_norm: 0.8364 2020-07-31 16:32:05,742 - mmaction - INFO - Epoch [5][480/940] lr: 3.998e-01, eta: 2 days, 21:24:04, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.1586, top5_acc: 0.3666, loss_cls: 4.1533, loss: 4.1533, grad_norm: 0.8386 2020-07-31 16:32:25,750 - mmaction - INFO - Epoch [5][500/940] lr: 3.998e-01, eta: 2 days, 21:22:41, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.1672, top5_acc: 0.3758, loss_cls: 4.1079, loss: 4.1079, grad_norm: 0.8283 2020-07-31 16:32:46,132 - mmaction - INFO - Epoch [5][520/940] lr: 3.998e-01, eta: 2 days, 21:21:39, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.1473, top5_acc: 0.3508, loss_cls: 4.2198, loss: 4.2198, grad_norm: 0.8380 2020-07-31 16:33:06,908 - mmaction - INFO - Epoch [5][540/940] lr: 3.998e-01, eta: 2 days, 21:20:57, time: 1.038, data_time: 0.010, memory: 6199, top1_acc: 0.1527, top5_acc: 0.3631, loss_cls: 4.1423, loss: 4.1423, grad_norm: 0.8489 2020-07-31 16:33:27,236 - mmaction - INFO - Epoch [5][560/940] lr: 3.998e-01, eta: 2 days, 21:19:52, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.1570, top5_acc: 0.3723, loss_cls: 4.1358, loss: 4.1358, grad_norm: 0.8416 2020-07-31 16:33:47,199 - mmaction - INFO - Epoch [5][580/940] lr: 3.998e-01, eta: 2 days, 21:18:29, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.1514, top5_acc: 0.3594, loss_cls: 4.1340, loss: 4.1340, grad_norm: 0.8568 2020-07-31 16:34:08,111 - mmaction - INFO - Epoch [5][600/940] lr: 3.998e-01, eta: 2 days, 21:17:54, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.1578, top5_acc: 0.3672, loss_cls: 4.1395, loss: 4.1395, grad_norm: 0.8358 2020-07-31 16:34:28,422 - mmaction - INFO - Epoch [5][620/940] lr: 3.998e-01, eta: 2 days, 21:16:54, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.1680, top5_acc: 0.3793, loss_cls: 4.1048, loss: 4.1048, grad_norm: 0.8550 2020-07-31 16:34:48,818 - mmaction - INFO - Epoch [5][640/940] lr: 3.998e-01, eta: 2 days, 21:15:53, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.1547, top5_acc: 0.3721, loss_cls: 4.1258, loss: 4.1258, grad_norm: 0.8403 2020-07-31 16:35:09,005 - mmaction - INFO - Epoch [5][660/940] lr: 3.998e-01, eta: 2 days, 21:14:40, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.1535, top5_acc: 0.3684, loss_cls: 4.1108, loss: 4.1108, grad_norm: 0.8390 2020-07-31 16:35:29,665 - mmaction - INFO - Epoch [5][680/940] lr: 3.998e-01, eta: 2 days, 21:13:59, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.1623, top5_acc: 0.3654, loss_cls: 4.1163, loss: 4.1163, grad_norm: 0.8619 2020-07-31 16:35:50,193 - mmaction - INFO - Epoch [5][700/940] lr: 3.998e-01, eta: 2 days, 21:13:07, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.1688, top5_acc: 0.3756, loss_cls: 4.1062, loss: 4.1062, grad_norm: 0.8309 2020-07-31 16:36:11,067 - mmaction - INFO - Epoch [5][720/940] lr: 3.998e-01, eta: 2 days, 21:12:32, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.1574, top5_acc: 0.3686, loss_cls: 4.1309, loss: 4.1309, grad_norm: 0.8347 2020-07-31 16:36:31,221 - mmaction - INFO - Epoch [5][740/940] lr: 3.998e-01, eta: 2 days, 21:11:21, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.1639, top5_acc: 0.3641, loss_cls: 4.1352, loss: 4.1352, grad_norm: 0.8548 2020-07-31 16:36:52,191 - mmaction - INFO - Epoch [5][760/940] lr: 3.998e-01, eta: 2 days, 21:10:49, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.1629, top5_acc: 0.3709, loss_cls: 4.1178, loss: 4.1178, grad_norm: 0.8376 2020-07-31 16:37:13,079 - mmaction - INFO - Epoch [5][780/940] lr: 3.998e-01, eta: 2 days, 21:10:23, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.1553, top5_acc: 0.3760, loss_cls: 4.1388, loss: 4.1388, grad_norm: 0.8371 2020-07-31 16:37:33,664 - mmaction - INFO - Epoch [5][800/940] lr: 3.998e-01, eta: 2 days, 21:09:31, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.1615, top5_acc: 0.3656, loss_cls: 4.1385, loss: 4.1385, grad_norm: 0.8612 2020-07-31 16:37:54,241 - mmaction - INFO - Epoch [5][820/940] lr: 3.998e-01, eta: 2 days, 21:08:48, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.1580, top5_acc: 0.3760, loss_cls: 4.1038, loss: 4.1038, grad_norm: 0.8505 2020-07-31 16:38:14,800 - mmaction - INFO - Epoch [5][840/940] lr: 3.998e-01, eta: 2 days, 21:08:00, time: 1.028, data_time: 0.002, memory: 6199, top1_acc: 0.1635, top5_acc: 0.3793, loss_cls: 4.0928, loss: 4.0928, grad_norm: 0.8562 2020-07-31 16:38:35,076 - mmaction - INFO - Epoch [5][860/940] lr: 3.998e-01, eta: 2 days, 21:06:53, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.1592, top5_acc: 0.3719, loss_cls: 4.1311, loss: 4.1311, grad_norm: 0.8482 2020-07-31 16:38:55,205 - mmaction - INFO - Epoch [5][880/940] lr: 3.998e-01, eta: 2 days, 21:05:47, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.1635, top5_acc: 0.3812, loss_cls: 4.0926, loss: 4.0926, grad_norm: 0.8602 2020-07-31 16:39:15,952 - mmaction - INFO - Epoch [5][900/940] lr: 3.998e-01, eta: 2 days, 21:05:09, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.1674, top5_acc: 0.3781, loss_cls: 4.0899, loss: 4.0899, grad_norm: 0.8446 2020-07-31 16:39:36,942 - mmaction - INFO - Epoch [5][920/940] lr: 3.998e-01, eta: 2 days, 21:04:41, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.1555, top5_acc: 0.3750, loss_cls: 4.1049, loss: 4.1049, grad_norm: 0.8371 2020-07-31 16:39:55,863 - mmaction - INFO - Epoch [5][940/940] lr: 3.998e-01, eta: 2 days, 21:02:33, time: 0.947, data_time: 0.009, memory: 6199, top1_acc: 0.1550, top5_acc: 0.3665, loss_cls: 4.1196, loss: 4.1196, grad_norm: 0.8516 2020-07-31 16:40:26,649 - mmaction - INFO - Epoch [6][20/940] lr: 3.996e-01, eta: 2 days, 21:10:02, time: 1.524, data_time: 0.497, memory: 6199, top1_acc: 0.1744, top5_acc: 0.3867, loss_cls: 4.0551, loss: 4.0551, grad_norm: 0.8597 2020-07-31 16:40:46,711 - mmaction - INFO - Epoch [6][40/940] lr: 3.996e-01, eta: 2 days, 21:08:46, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.1633, top5_acc: 0.3729, loss_cls: 4.1043, loss: 4.1043, grad_norm: 0.8491 2020-07-31 16:41:06,460 - mmaction - INFO - Epoch [6][60/940] lr: 3.996e-01, eta: 2 days, 21:07:21, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.1754, top5_acc: 0.3758, loss_cls: 4.0678, loss: 4.0678, grad_norm: 0.8605 2020-07-31 16:41:28,064 - mmaction - INFO - Epoch [6][80/940] lr: 3.996e-01, eta: 2 days, 21:07:24, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.1695, top5_acc: 0.3855, loss_cls: 4.0509, loss: 4.0509, grad_norm: 0.8613 2020-07-31 16:41:48,565 - mmaction - INFO - Epoch [6][100/940] lr: 3.996e-01, eta: 2 days, 21:06:34, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.1768, top5_acc: 0.3961, loss_cls: 4.0206, loss: 4.0206, grad_norm: 0.8754 2020-07-31 16:42:09,013 - mmaction - INFO - Epoch [6][120/940] lr: 3.996e-01, eta: 2 days, 21:05:39, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.1699, top5_acc: 0.3789, loss_cls: 4.0648, loss: 4.0648, grad_norm: 0.8447 2020-07-31 16:42:30,615 - mmaction - INFO - Epoch [6][140/940] lr: 3.996e-01, eta: 2 days, 21:05:40, time: 1.077, data_time: 0.009, memory: 6199, top1_acc: 0.1656, top5_acc: 0.3734, loss_cls: 4.1049, loss: 4.1049, grad_norm: 0.8461 2020-07-31 16:42:50,931 - mmaction - INFO - Epoch [6][160/940] lr: 3.996e-01, eta: 2 days, 21:04:44, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.1760, top5_acc: 0.3943, loss_cls: 4.0325, loss: 4.0325, grad_norm: 0.8636 2020-07-31 16:43:12,458 - mmaction - INFO - Epoch [6][180/940] lr: 3.996e-01, eta: 2 days, 21:04:45, time: 1.078, data_time: 0.004, memory: 6199, top1_acc: 0.1734, top5_acc: 0.3971, loss_cls: 4.0280, loss: 4.0280, grad_norm: 0.8565 2020-07-31 16:43:33,424 - mmaction - INFO - Epoch [6][200/940] lr: 3.996e-01, eta: 2 days, 21:04:16, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.1707, top5_acc: 0.3814, loss_cls: 4.0444, loss: 4.0444, grad_norm: 0.8721 2020-07-31 16:43:55,531 - mmaction - INFO - Epoch [6][220/940] lr: 3.996e-01, eta: 2 days, 21:04:43, time: 1.105, data_time: 0.008, memory: 6199, top1_acc: 0.1750, top5_acc: 0.3895, loss_cls: 4.0298, loss: 4.0298, grad_norm: 0.8443 2020-07-31 16:44:17,718 - mmaction - INFO - Epoch [6][240/940] lr: 3.996e-01, eta: 2 days, 21:05:14, time: 1.109, data_time: 0.009, memory: 6199, top1_acc: 0.1631, top5_acc: 0.3887, loss_cls: 4.0306, loss: 4.0306, grad_norm: 0.8779 2020-07-31 16:44:38,813 - mmaction - INFO - Epoch [6][260/940] lr: 3.996e-01, eta: 2 days, 21:04:54, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.1777, top5_acc: 0.3877, loss_cls: 4.0363, loss: 4.0363, grad_norm: 0.8680 2020-07-31 16:44:59,504 - mmaction - INFO - Epoch [6][280/940] lr: 3.996e-01, eta: 2 days, 21:04:12, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.1805, top5_acc: 0.3883, loss_cls: 4.0189, loss: 4.0189, grad_norm: 0.8588 2020-07-31 16:45:20,438 - mmaction - INFO - Epoch [6][300/940] lr: 3.996e-01, eta: 2 days, 21:03:44, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.1629, top5_acc: 0.3838, loss_cls: 4.0809, loss: 4.0809, grad_norm: 0.8499 2020-07-31 16:45:41,693 - mmaction - INFO - Epoch [6][320/940] lr: 3.996e-01, eta: 2 days, 21:03:29, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.1746, top5_acc: 0.3959, loss_cls: 4.0082, loss: 4.0082, grad_norm: 0.8609 2020-07-31 16:46:02,545 - mmaction - INFO - Epoch [6][340/940] lr: 3.996e-01, eta: 2 days, 21:02:58, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.1699, top5_acc: 0.3953, loss_cls: 4.0341, loss: 4.0341, grad_norm: 0.8611 2020-07-31 16:46:23,892 - mmaction - INFO - Epoch [6][360/940] lr: 3.996e-01, eta: 2 days, 21:02:48, time: 1.067, data_time: 0.005, memory: 6199, top1_acc: 0.1732, top5_acc: 0.3848, loss_cls: 4.0642, loss: 4.0642, grad_norm: 0.8617 2020-07-31 16:46:44,959 - mmaction - INFO - Epoch [6][380/940] lr: 3.996e-01, eta: 2 days, 21:02:22, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.1723, top5_acc: 0.3891, loss_cls: 4.0092, loss: 4.0092, grad_norm: 0.8542 2020-07-31 16:47:06,874 - mmaction - INFO - Epoch [6][400/940] lr: 3.996e-01, eta: 2 days, 21:02:38, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.1807, top5_acc: 0.3881, loss_cls: 4.0415, loss: 4.0415, grad_norm: 0.8740 2020-07-31 16:47:27,852 - mmaction - INFO - Epoch [6][420/940] lr: 3.996e-01, eta: 2 days, 21:02:14, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.1744, top5_acc: 0.3936, loss_cls: 4.0256, loss: 4.0256, grad_norm: 0.8722 2020-07-31 16:47:49,822 - mmaction - INFO - Epoch [6][440/940] lr: 3.996e-01, eta: 2 days, 21:02:34, time: 1.100, data_time: 0.008, memory: 6199, top1_acc: 0.1848, top5_acc: 0.4010, loss_cls: 3.9776, loss: 3.9776, grad_norm: 0.8795 2020-07-31 16:48:10,262 - mmaction - INFO - Epoch [6][460/940] lr: 3.996e-01, eta: 2 days, 21:01:41, time: 1.021, data_time: 0.002, memory: 6199, top1_acc: 0.1754, top5_acc: 0.3980, loss_cls: 3.9952, loss: 3.9952, grad_norm: 0.8614 2020-07-31 16:48:31,378 - mmaction - INFO - Epoch [6][480/940] lr: 3.996e-01, eta: 2 days, 21:01:21, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.1664, top5_acc: 0.3896, loss_cls: 4.0144, loss: 4.0144, grad_norm: 0.8821 2020-07-31 16:48:53,415 - mmaction - INFO - Epoch [6][500/940] lr: 3.996e-01, eta: 2 days, 21:01:42, time: 1.101, data_time: 0.004, memory: 6199, top1_acc: 0.1799, top5_acc: 0.3939, loss_cls: 4.0004, loss: 4.0004, grad_norm: 0.8910 2020-07-31 16:49:15,446 - mmaction - INFO - Epoch [6][520/940] lr: 3.996e-01, eta: 2 days, 21:02:00, time: 1.099, data_time: 0.009, memory: 6199, top1_acc: 0.1666, top5_acc: 0.3775, loss_cls: 4.0635, loss: 4.0635, grad_norm: 0.8819 2020-07-31 16:49:37,166 - mmaction - INFO - Epoch [6][540/940] lr: 3.996e-01, eta: 2 days, 21:02:08, time: 1.088, data_time: 0.010, memory: 6199, top1_acc: 0.1771, top5_acc: 0.4027, loss_cls: 3.9744, loss: 3.9744, grad_norm: 0.8811 2020-07-31 16:49:57,551 - mmaction - INFO - Epoch [6][560/940] lr: 3.996e-01, eta: 2 days, 21:01:12, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.1760, top5_acc: 0.3973, loss_cls: 4.0055, loss: 4.0055, grad_norm: 0.8814 2020-07-31 16:50:18,539 - mmaction - INFO - Epoch [6][580/940] lr: 3.996e-01, eta: 2 days, 21:00:47, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.1725, top5_acc: 0.3947, loss_cls: 3.9958, loss: 3.9958, grad_norm: 0.8954 2020-07-31 16:50:39,300 - mmaction - INFO - Epoch [6][600/940] lr: 3.996e-01, eta: 2 days, 21:00:08, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.1811, top5_acc: 0.3832, loss_cls: 4.0377, loss: 4.0377, grad_norm: 0.8796 2020-07-31 16:51:01,081 - mmaction - INFO - Epoch [6][620/940] lr: 3.996e-01, eta: 2 days, 21:00:20, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.1695, top5_acc: 0.3895, loss_cls: 4.0450, loss: 4.0450, grad_norm: 0.8612 2020-07-31 16:51:22,942 - mmaction - INFO - Epoch [6][640/940] lr: 3.996e-01, eta: 2 days, 21:00:30, time: 1.091, data_time: 0.005, memory: 6199, top1_acc: 0.1789, top5_acc: 0.3949, loss_cls: 4.0297, loss: 4.0297, grad_norm: 0.9005 2020-07-31 16:51:44,639 - mmaction - INFO - Epoch [6][660/940] lr: 3.996e-01, eta: 2 days, 21:00:35, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.1766, top5_acc: 0.3824, loss_cls: 4.0714, loss: 4.0714, grad_norm: 0.8571 2020-07-31 16:52:05,526 - mmaction - INFO - Epoch [6][680/940] lr: 3.996e-01, eta: 2 days, 21:00:01, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.1820, top5_acc: 0.3990, loss_cls: 4.0045, loss: 4.0045, grad_norm: 0.8532 2020-07-31 16:52:27,092 - mmaction - INFO - Epoch [6][700/940] lr: 3.996e-01, eta: 2 days, 21:00:03, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.1787, top5_acc: 0.3967, loss_cls: 4.0201, loss: 4.0201, grad_norm: 0.8685 2020-07-31 16:52:48,442 - mmaction - INFO - Epoch [6][720/940] lr: 3.996e-01, eta: 2 days, 20:59:50, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.1791, top5_acc: 0.3992, loss_cls: 3.9756, loss: 3.9756, grad_norm: 0.8716 2020-07-31 16:53:09,775 - mmaction - INFO - Epoch [6][740/940] lr: 3.996e-01, eta: 2 days, 20:59:37, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.1730, top5_acc: 0.3937, loss_cls: 4.0416, loss: 4.0416, grad_norm: 0.8763 2020-07-31 16:53:30,795 - mmaction - INFO - Epoch [6][760/940] lr: 3.996e-01, eta: 2 days, 20:59:14, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.1656, top5_acc: 0.3881, loss_cls: 4.0338, loss: 4.0338, grad_norm: 0.8794 2020-07-31 16:53:52,806 - mmaction - INFO - Epoch [6][780/940] lr: 3.996e-01, eta: 2 days, 20:59:31, time: 1.101, data_time: 0.005, memory: 6199, top1_acc: 0.1834, top5_acc: 0.4078, loss_cls: 3.9751, loss: 3.9751, grad_norm: 0.8872 2020-07-31 16:54:14,237 - mmaction - INFO - Epoch [6][800/940] lr: 3.996e-01, eta: 2 days, 20:59:21, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.1670, top5_acc: 0.3805, loss_cls: 4.0572, loss: 4.0572, grad_norm: 0.8944 2020-07-31 16:54:35,419 - mmaction - INFO - Epoch [6][820/940] lr: 3.996e-01, eta: 2 days, 20:59:06, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.1691, top5_acc: 0.3881, loss_cls: 4.0080, loss: 4.0080, grad_norm: 0.8558 2020-07-31 16:54:56,789 - mmaction - INFO - Epoch [6][840/940] lr: 3.996e-01, eta: 2 days, 20:58:52, time: 1.066, data_time: 0.004, memory: 6199, top1_acc: 0.1812, top5_acc: 0.4000, loss_cls: 3.9858, loss: 3.9858, grad_norm: 0.8788 2020-07-31 16:55:18,588 - mmaction - INFO - Epoch [6][860/940] lr: 3.996e-01, eta: 2 days, 20:59:01, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.1824, top5_acc: 0.3982, loss_cls: 4.0175, loss: 4.0175, grad_norm: 0.8659 2020-07-31 16:55:39,484 - mmaction - INFO - Epoch [6][880/940] lr: 3.996e-01, eta: 2 days, 20:58:27, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.1848, top5_acc: 0.4025, loss_cls: 3.9645, loss: 3.9645, grad_norm: 0.8972 2020-07-31 16:56:00,270 - mmaction - INFO - Epoch [6][900/940] lr: 3.996e-01, eta: 2 days, 20:57:55, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.1789, top5_acc: 0.4002, loss_cls: 3.9957, loss: 3.9957, grad_norm: 0.8804 2020-07-31 16:56:21,339 - mmaction - INFO - Epoch [6][920/940] lr: 3.996e-01, eta: 2 days, 20:57:32, time: 1.054, data_time: 0.003, memory: 6199, top1_acc: 0.1816, top5_acc: 0.4002, loss_cls: 3.9500, loss: 3.9500, grad_norm: 0.8780 2020-07-31 16:56:42,280 - mmaction - INFO - Epoch [6][940/940] lr: 3.996e-01, eta: 2 days, 20:57:01, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.1774, top5_acc: 0.3882, loss_cls: 4.0174, loss: 4.0174, grad_norm: 0.8733 2020-07-31 16:57:13,973 - mmaction - INFO - Epoch [7][20/940] lr: 3.995e-01, eta: 2 days, 21:03:44, time: 1.566, data_time: 0.523, memory: 6199, top1_acc: 0.1869, top5_acc: 0.4090, loss_cls: 3.9531, loss: 3.9531, grad_norm: 0.8933 2020-07-31 16:57:34,437 - mmaction - INFO - Epoch [7][40/940] lr: 3.995e-01, eta: 2 days, 21:02:51, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.1771, top5_acc: 0.4002, loss_cls: 3.9595, loss: 3.9595, grad_norm: 0.8931 2020-07-31 16:57:54,455 - mmaction - INFO - Epoch [7][60/940] lr: 3.995e-01, eta: 2 days, 21:01:46, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.1758, top5_acc: 0.3996, loss_cls: 3.9842, loss: 3.9842, grad_norm: 0.8878 2020-07-31 16:58:15,952 - mmaction - INFO - Epoch [7][80/940] lr: 3.995e-01, eta: 2 days, 21:01:39, time: 1.075, data_time: 0.003, memory: 6199, top1_acc: 0.1699, top5_acc: 0.3916, loss_cls: 4.0073, loss: 4.0073, grad_norm: 0.8899 2020-07-31 16:58:36,850 - mmaction - INFO - Epoch [7][100/940] lr: 3.995e-01, eta: 2 days, 21:01:04, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.1867, top5_acc: 0.4061, loss_cls: 3.9481, loss: 3.9481, grad_norm: 0.8794 2020-07-31 16:58:56,988 - mmaction - INFO - Epoch [7][120/940] lr: 3.995e-01, eta: 2 days, 21:00:04, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.1842, top5_acc: 0.4049, loss_cls: 3.9515, loss: 3.9515, grad_norm: 0.8751 2020-07-31 16:59:17,618 - mmaction - INFO - Epoch [7][140/940] lr: 3.995e-01, eta: 2 days, 20:59:22, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.1867, top5_acc: 0.4090, loss_cls: 3.9448, loss: 3.9448, grad_norm: 0.8901 2020-07-31 16:59:38,258 - mmaction - INFO - Epoch [7][160/940] lr: 3.995e-01, eta: 2 days, 20:58:38, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.1857, top5_acc: 0.3934, loss_cls: 3.9803, loss: 3.9803, grad_norm: 0.8913 2020-07-31 16:59:59,317 - mmaction - INFO - Epoch [7][180/940] lr: 3.995e-01, eta: 2 days, 20:58:12, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.1846, top5_acc: 0.4105, loss_cls: 3.9161, loss: 3.9161, grad_norm: 0.8763 2020-07-31 17:00:28,474 - mmaction - INFO - Epoch [7][200/940] lr: 3.995e-01, eta: 2 days, 21:02:59, time: 1.440, data_time: 0.008, memory: 6199, top1_acc: 0.1854, top5_acc: 0.4107, loss_cls: 3.9252, loss: 3.9252, grad_norm: 0.8903 2020-07-31 17:00:48,697 - mmaction - INFO - Epoch [7][220/940] lr: 3.995e-01, eta: 2 days, 21:02:14, time: 1.029, data_time: 0.030, memory: 6199, top1_acc: 0.1801, top5_acc: 0.3869, loss_cls: 4.0187, loss: 4.0187, grad_norm: 0.8715 2020-07-31 17:01:09,041 - mmaction - INFO - Epoch [7][240/940] lr: 3.995e-01, eta: 2 days, 21:01:21, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.1953, top5_acc: 0.4188, loss_cls: 3.8935, loss: 3.8935, grad_norm: 0.9055 2020-07-31 17:01:29,817 - mmaction - INFO - Epoch [7][260/940] lr: 3.995e-01, eta: 2 days, 21:00:46, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.1906, top5_acc: 0.4195, loss_cls: 3.9379, loss: 3.9379, grad_norm: 0.8924 2020-07-31 17:01:51,033 - mmaction - INFO - Epoch [7][280/940] lr: 3.995e-01, eta: 2 days, 21:00:23, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.1924, top5_acc: 0.4154, loss_cls: 3.9222, loss: 3.9222, grad_norm: 0.8906 2020-07-31 17:02:12,215 - mmaction - INFO - Epoch [7][300/940] lr: 3.995e-01, eta: 2 days, 21:00:04, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.1881, top5_acc: 0.4088, loss_cls: 3.9268, loss: 3.9268, grad_norm: 0.8876 2020-07-31 17:02:32,811 - mmaction - INFO - Epoch [7][320/940] lr: 3.995e-01, eta: 2 days, 20:59:19, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.1926, top5_acc: 0.4139, loss_cls: 3.8959, loss: 3.8959, grad_norm: 0.8932 2020-07-31 17:02:53,062 - mmaction - INFO - Epoch [7][340/940] lr: 3.995e-01, eta: 2 days, 20:58:25, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.1857, top5_acc: 0.4102, loss_cls: 3.9445, loss: 3.9445, grad_norm: 0.8866 2020-07-31 17:03:14,385 - mmaction - INFO - Epoch [7][360/940] lr: 3.995e-01, eta: 2 days, 20:58:08, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.1881, top5_acc: 0.4111, loss_cls: 3.9528, loss: 3.9528, grad_norm: 0.9068 2020-07-31 17:03:34,702 - mmaction - INFO - Epoch [7][380/940] lr: 3.995e-01, eta: 2 days, 20:57:14, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.1918, top5_acc: 0.4162, loss_cls: 3.9254, loss: 3.9254, grad_norm: 0.9113 2020-07-31 17:03:55,338 - mmaction - INFO - Epoch [7][400/940] lr: 3.995e-01, eta: 2 days, 20:56:31, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.1781, top5_acc: 0.4002, loss_cls: 3.9474, loss: 3.9474, grad_norm: 0.8979 2020-07-31 17:04:15,969 - mmaction - INFO - Epoch [7][420/940] lr: 3.995e-01, eta: 2 days, 20:55:52, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.1830, top5_acc: 0.4029, loss_cls: 3.9779, loss: 3.9779, grad_norm: 0.8928 2020-07-31 17:04:37,129 - mmaction - INFO - Epoch [7][440/940] lr: 3.995e-01, eta: 2 days, 20:55:28, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.1920, top5_acc: 0.4127, loss_cls: 3.9396, loss: 3.9396, grad_norm: 0.8710 2020-07-31 17:04:57,433 - mmaction - INFO - Epoch [7][460/940] lr: 3.995e-01, eta: 2 days, 20:54:36, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.1873, top5_acc: 0.4094, loss_cls: 3.9266, loss: 3.9266, grad_norm: 0.9088 2020-07-31 17:05:17,662 - mmaction - INFO - Epoch [7][480/940] lr: 3.995e-01, eta: 2 days, 20:53:40, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.1934, top5_acc: 0.4041, loss_cls: 3.9368, loss: 3.9368, grad_norm: 0.8845 2020-07-31 17:05:38,584 - mmaction - INFO - Epoch [7][500/940] lr: 3.995e-01, eta: 2 days, 20:53:10, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.1781, top5_acc: 0.4104, loss_cls: 3.9403, loss: 3.9403, grad_norm: 0.9245 2020-07-31 17:05:59,266 - mmaction - INFO - Epoch [7][520/940] lr: 3.995e-01, eta: 2 days, 20:52:31, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.1855, top5_acc: 0.4062, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.8928 2020-07-31 17:06:20,130 - mmaction - INFO - Epoch [7][540/940] lr: 3.995e-01, eta: 2 days, 20:52:01, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.1895, top5_acc: 0.4182, loss_cls: 3.9238, loss: 3.9238, grad_norm: 0.8950 2020-07-31 17:06:40,928 - mmaction - INFO - Epoch [7][560/940] lr: 3.995e-01, eta: 2 days, 20:51:22, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.1959, top5_acc: 0.4221, loss_cls: 3.9027, loss: 3.9027, grad_norm: 0.9132 2020-07-31 17:07:01,335 - mmaction - INFO - Epoch [7][580/940] lr: 3.995e-01, eta: 2 days, 20:50:35, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.1871, top5_acc: 0.4232, loss_cls: 3.8899, loss: 3.8899, grad_norm: 0.8889 2020-07-31 17:07:21,909 - mmaction - INFO - Epoch [7][600/940] lr: 3.995e-01, eta: 2 days, 20:49:53, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.1904, top5_acc: 0.4100, loss_cls: 3.9337, loss: 3.9337, grad_norm: 0.8904 2020-07-31 17:07:42,631 - mmaction - INFO - Epoch [7][620/940] lr: 3.995e-01, eta: 2 days, 20:49:16, time: 1.036, data_time: 0.011, memory: 6199, top1_acc: 0.1889, top5_acc: 0.4238, loss_cls: 3.8708, loss: 3.8708, grad_norm: 0.8847 2020-07-31 17:08:03,591 - mmaction - INFO - Epoch [7][640/940] lr: 3.995e-01, eta: 2 days, 20:48:48, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.1959, top5_acc: 0.4145, loss_cls: 3.8980, loss: 3.8980, grad_norm: 0.9204 2020-07-31 17:08:24,519 - mmaction - INFO - Epoch [7][660/940] lr: 3.995e-01, eta: 2 days, 20:48:20, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.1848, top5_acc: 0.4055, loss_cls: 3.9313, loss: 3.9313, grad_norm: 0.8956 2020-07-31 17:08:44,820 - mmaction - INFO - Epoch [7][680/940] lr: 3.995e-01, eta: 2 days, 20:47:25, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.1906, top5_acc: 0.4131, loss_cls: 3.9343, loss: 3.9343, grad_norm: 0.8937 2020-07-31 17:09:05,002 - mmaction - INFO - Epoch [7][700/940] lr: 3.995e-01, eta: 2 days, 20:46:30, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.1900, top5_acc: 0.4215, loss_cls: 3.9061, loss: 3.9061, grad_norm: 0.9029 2020-07-31 17:09:25,634 - mmaction - INFO - Epoch [7][720/940] lr: 3.995e-01, eta: 2 days, 20:45:51, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.1977, top5_acc: 0.4227, loss_cls: 3.8803, loss: 3.8803, grad_norm: 0.8907 2020-07-31 17:09:45,664 - mmaction - INFO - Epoch [7][740/940] lr: 3.995e-01, eta: 2 days, 20:44:50, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.1902, top5_acc: 0.4057, loss_cls: 3.9350, loss: 3.9350, grad_norm: 0.9004 2020-07-31 17:10:06,895 - mmaction - INFO - Epoch [7][760/940] lr: 3.995e-01, eta: 2 days, 20:44:32, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.1986, top5_acc: 0.4238, loss_cls: 3.8731, loss: 3.8731, grad_norm: 0.9240 2020-07-31 17:10:27,436 - mmaction - INFO - Epoch [7][780/940] lr: 3.995e-01, eta: 2 days, 20:43:50, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.1855, top5_acc: 0.4139, loss_cls: 3.9273, loss: 3.9273, grad_norm: 0.9009 2020-07-31 17:10:48,153 - mmaction - INFO - Epoch [7][800/940] lr: 3.995e-01, eta: 2 days, 20:43:14, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.1893, top5_acc: 0.4033, loss_cls: 3.9363, loss: 3.9363, grad_norm: 0.9093 2020-07-31 17:11:08,431 - mmaction - INFO - Epoch [7][820/940] lr: 3.995e-01, eta: 2 days, 20:42:20, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.1973, top5_acc: 0.4107, loss_cls: 3.8794, loss: 3.8794, grad_norm: 0.8807 2020-07-31 17:11:28,879 - mmaction - INFO - Epoch [7][840/940] lr: 3.995e-01, eta: 2 days, 20:41:36, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2072, top5_acc: 0.4252, loss_cls: 3.8763, loss: 3.8763, grad_norm: 0.9264 2020-07-31 17:11:49,950 - mmaction - INFO - Epoch [7][860/940] lr: 3.995e-01, eta: 2 days, 20:41:11, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.1910, top5_acc: 0.4273, loss_cls: 3.8531, loss: 3.8531, grad_norm: 0.8863 2020-07-31 17:12:10,386 - mmaction - INFO - Epoch [7][880/940] lr: 3.995e-01, eta: 2 days, 20:40:27, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.1834, top5_acc: 0.4088, loss_cls: 3.9213, loss: 3.9213, grad_norm: 0.8833 2020-07-31 17:12:30,630 - mmaction - INFO - Epoch [7][900/940] lr: 3.995e-01, eta: 2 days, 20:39:36, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.2012, top5_acc: 0.4205, loss_cls: 3.8914, loss: 3.8914, grad_norm: 0.9025 2020-07-31 17:12:51,251 - mmaction - INFO - Epoch [7][920/940] lr: 3.995e-01, eta: 2 days, 20:38:54, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.1904, top5_acc: 0.4191, loss_cls: 3.8983, loss: 3.8983, grad_norm: 0.8887 2020-07-31 17:13:10,843 - mmaction - INFO - Epoch [7][940/940] lr: 3.995e-01, eta: 2 days, 20:37:40, time: 0.981, data_time: 0.009, memory: 6199, top1_acc: 0.1981, top5_acc: 0.4225, loss_cls: 3.8611, loss: 3.8611, grad_norm: 0.8949 2020-07-31 17:13:46,105 - mmaction - INFO - Epoch [8][20/940] lr: 3.993e-01, eta: 2 days, 20:45:22, time: 1.737, data_time: 0.665, memory: 6199, top1_acc: 0.1941, top5_acc: 0.4184, loss_cls: 3.8860, loss: 3.8860, grad_norm: 0.9309 2020-07-31 17:14:06,137 - mmaction - INFO - Epoch [8][40/940] lr: 3.993e-01, eta: 2 days, 20:44:22, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.1934, top5_acc: 0.4232, loss_cls: 3.8778, loss: 3.8778, grad_norm: 0.8998 2020-07-31 17:14:26,145 - mmaction - INFO - Epoch [8][60/940] lr: 3.993e-01, eta: 2 days, 20:43:22, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.2096, top5_acc: 0.4391, loss_cls: 3.8474, loss: 3.8474, grad_norm: 0.8981 2020-07-31 17:14:46,693 - mmaction - INFO - Epoch [8][80/940] lr: 3.993e-01, eta: 2 days, 20:42:39, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2064, top5_acc: 0.4264, loss_cls: 3.8487, loss: 3.8487, grad_norm: 0.9168 2020-07-31 17:15:07,628 - mmaction - INFO - Epoch [8][100/940] lr: 3.993e-01, eta: 2 days, 20:42:12, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.1947, top5_acc: 0.4291, loss_cls: 3.8561, loss: 3.8561, grad_norm: 0.9121 2020-07-31 17:15:28,679 - mmaction - INFO - Epoch [8][120/940] lr: 3.993e-01, eta: 2 days, 20:41:47, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.2039, top5_acc: 0.4199, loss_cls: 3.9001, loss: 3.9001, grad_norm: 0.9145 2020-07-31 17:15:50,681 - mmaction - INFO - Epoch [8][140/940] lr: 3.993e-01, eta: 2 days, 20:41:56, time: 1.100, data_time: 0.003, memory: 6199, top1_acc: 0.1969, top5_acc: 0.4162, loss_cls: 3.9006, loss: 3.9006, grad_norm: 0.9103 2020-07-31 17:16:11,860 - mmaction - INFO - Epoch [8][160/940] lr: 3.993e-01, eta: 2 days, 20:41:35, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.2002, top5_acc: 0.4248, loss_cls: 3.8515, loss: 3.8515, grad_norm: 0.9064 2020-07-31 17:16:34,749 - mmaction - INFO - Epoch [8][180/940] lr: 3.993e-01, eta: 2 days, 20:42:16, time: 1.148, data_time: 0.008, memory: 6199, top1_acc: 0.1965, top5_acc: 0.4227, loss_cls: 3.8449, loss: 3.8449, grad_norm: 0.9114 2020-07-31 17:16:56,209 - mmaction - INFO - Epoch [8][200/940] lr: 3.993e-01, eta: 2 days, 20:42:03, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.2037, top5_acc: 0.4352, loss_cls: 3.8401, loss: 3.8401, grad_norm: 0.9231 2020-07-31 17:17:17,808 - mmaction - INFO - Epoch [8][220/940] lr: 3.993e-01, eta: 2 days, 20:41:56, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.2010, top5_acc: 0.4199, loss_cls: 3.8900, loss: 3.8900, grad_norm: 0.9080 2020-07-31 17:17:39,101 - mmaction - INFO - Epoch [8][240/940] lr: 3.993e-01, eta: 2 days, 20:41:43, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.1984, top5_acc: 0.4297, loss_cls: 3.8210, loss: 3.8210, grad_norm: 0.9287 2020-07-31 17:18:01,402 - mmaction - INFO - Epoch [8][260/940] lr: 3.993e-01, eta: 2 days, 20:42:01, time: 1.115, data_time: 0.007, memory: 6199, top1_acc: 0.1971, top5_acc: 0.4176, loss_cls: 3.8858, loss: 3.8858, grad_norm: 0.9103 2020-07-31 17:18:22,088 - mmaction - INFO - Epoch [8][280/940] lr: 3.993e-01, eta: 2 days, 20:41:24, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.2045, top5_acc: 0.4359, loss_cls: 3.8315, loss: 3.8315, grad_norm: 0.9172 2020-07-31 17:18:45,078 - mmaction - INFO - Epoch [8][300/940] lr: 3.993e-01, eta: 2 days, 20:42:03, time: 1.146, data_time: 0.006, memory: 6199, top1_acc: 0.1963, top5_acc: 0.4266, loss_cls: 3.8779, loss: 3.8779, grad_norm: 0.9161 2020-07-31 17:19:06,611 - mmaction - INFO - Epoch [8][320/940] lr: 3.993e-01, eta: 2 days, 20:41:57, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.2043, top5_acc: 0.4277, loss_cls: 3.8333, loss: 3.8333, grad_norm: 0.9238 2020-07-31 17:19:27,523 - mmaction - INFO - Epoch [8][340/940] lr: 3.993e-01, eta: 2 days, 20:41:25, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.1939, top5_acc: 0.4209, loss_cls: 3.8575, loss: 3.8575, grad_norm: 0.9020 2020-07-31 17:19:48,828 - mmaction - INFO - Epoch [8][360/940] lr: 3.993e-01, eta: 2 days, 20:41:09, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2012, top5_acc: 0.4314, loss_cls: 3.8244, loss: 3.8244, grad_norm: 0.9196 2020-07-31 17:20:09,859 - mmaction - INFO - Epoch [8][380/940] lr: 3.993e-01, eta: 2 days, 20:40:45, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.1887, top5_acc: 0.4270, loss_cls: 3.8897, loss: 3.8897, grad_norm: 0.9283 2020-07-31 17:20:31,145 - mmaction - INFO - Epoch [8][400/940] lr: 3.993e-01, eta: 2 days, 20:40:27, time: 1.063, data_time: 0.003, memory: 6199, top1_acc: 0.1986, top5_acc: 0.4295, loss_cls: 3.8420, loss: 3.8420, grad_norm: 0.9218 2020-07-31 17:20:53,511 - mmaction - INFO - Epoch [8][420/940] lr: 3.993e-01, eta: 2 days, 20:40:45, time: 1.118, data_time: 0.008, memory: 6199, top1_acc: 0.1998, top5_acc: 0.4371, loss_cls: 3.8539, loss: 3.8539, grad_norm: 0.9216 2020-07-31 17:21:15,542 - mmaction - INFO - Epoch [8][440/940] lr: 3.993e-01, eta: 2 days, 20:40:54, time: 1.104, data_time: 0.008, memory: 6199, top1_acc: 0.1996, top5_acc: 0.4307, loss_cls: 3.8503, loss: 3.8503, grad_norm: 0.9377 2020-07-31 17:21:36,533 - mmaction - INFO - Epoch [8][460/940] lr: 3.993e-01, eta: 2 days, 20:40:28, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.1990, top5_acc: 0.4262, loss_cls: 3.8705, loss: 3.8705, grad_norm: 0.9167 2020-07-31 17:21:57,375 - mmaction - INFO - Epoch [8][480/940] lr: 3.993e-01, eta: 2 days, 20:39:54, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.2174, top5_acc: 0.4514, loss_cls: 3.7907, loss: 3.7907, grad_norm: 0.9104 2020-07-31 17:22:18,197 - mmaction - INFO - Epoch [8][500/940] lr: 3.993e-01, eta: 2 days, 20:39:22, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.1998, top5_acc: 0.4340, loss_cls: 3.8283, loss: 3.8283, grad_norm: 0.9270 2020-07-31 17:22:39,659 - mmaction - INFO - Epoch [8][520/940] lr: 3.993e-01, eta: 2 days, 20:39:12, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.1910, top5_acc: 0.4170, loss_cls: 3.8758, loss: 3.8758, grad_norm: 0.9088 2020-07-31 17:23:01,636 - mmaction - INFO - Epoch [8][540/940] lr: 3.993e-01, eta: 2 days, 20:39:17, time: 1.098, data_time: 0.004, memory: 6199, top1_acc: 0.2162, top5_acc: 0.4426, loss_cls: 3.7713, loss: 3.7713, grad_norm: 0.9316 2020-07-31 17:23:22,627 - mmaction - INFO - Epoch [8][560/940] lr: 3.993e-01, eta: 2 days, 20:38:49, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.1992, top5_acc: 0.4357, loss_cls: 3.8319, loss: 3.8319, grad_norm: 0.9251 2020-07-31 17:23:43,056 - mmaction - INFO - Epoch [8][580/940] lr: 3.993e-01, eta: 2 days, 20:38:05, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.2229, top5_acc: 0.4504, loss_cls: 3.7599, loss: 3.7599, grad_norm: 0.9317 2020-07-31 17:24:05,166 - mmaction - INFO - Epoch [8][600/940] lr: 3.993e-01, eta: 2 days, 20:38:15, time: 1.106, data_time: 0.006, memory: 6199, top1_acc: 0.2035, top5_acc: 0.4271, loss_cls: 3.8284, loss: 3.8284, grad_norm: 0.9078 2020-07-31 17:24:27,738 - mmaction - INFO - Epoch [8][620/940] lr: 3.993e-01, eta: 2 days, 20:38:38, time: 1.127, data_time: 0.003, memory: 6199, top1_acc: 0.1951, top5_acc: 0.4297, loss_cls: 3.8264, loss: 3.8264, grad_norm: 0.9384 2020-07-31 17:24:49,141 - mmaction - INFO - Epoch [8][640/940] lr: 3.993e-01, eta: 2 days, 20:38:25, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.2023, top5_acc: 0.4336, loss_cls: 3.8437, loss: 3.8437, grad_norm: 0.9215 2020-07-31 17:25:10,389 - mmaction - INFO - Epoch [8][660/940] lr: 3.993e-01, eta: 2 days, 20:38:07, time: 1.064, data_time: 0.003, memory: 6199, top1_acc: 0.1941, top5_acc: 0.4301, loss_cls: 3.8560, loss: 3.8560, grad_norm: 0.9165 2020-07-31 17:25:30,992 - mmaction - INFO - Epoch [8][680/940] lr: 3.993e-01, eta: 2 days, 20:37:27, time: 1.029, data_time: 0.002, memory: 6199, top1_acc: 0.2068, top5_acc: 0.4307, loss_cls: 3.8207, loss: 3.8207, grad_norm: 0.9254 2020-07-31 17:25:52,454 - mmaction - INFO - Epoch [8][700/940] lr: 3.993e-01, eta: 2 days, 20:37:13, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.1963, top5_acc: 0.4268, loss_cls: 3.8729, loss: 3.8729, grad_norm: 0.8989 2020-07-31 17:26:13,441 - mmaction - INFO - Epoch [8][720/940] lr: 3.993e-01, eta: 2 days, 20:36:49, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.1984, top5_acc: 0.4328, loss_cls: 3.8305, loss: 3.8305, grad_norm: 0.9305 2020-07-31 17:26:34,698 - mmaction - INFO - Epoch [8][740/940] lr: 3.993e-01, eta: 2 days, 20:36:27, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.2045, top5_acc: 0.4264, loss_cls: 3.8360, loss: 3.8360, grad_norm: 0.9077 2020-07-31 17:26:56,035 - mmaction - INFO - Epoch [8][760/940] lr: 3.993e-01, eta: 2 days, 20:36:09, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8323, loss: 3.8323, grad_norm: 0.9105 2020-07-31 17:27:17,311 - mmaction - INFO - Epoch [8][780/940] lr: 3.993e-01, eta: 2 days, 20:35:52, time: 1.066, data_time: 0.013, memory: 6199, top1_acc: 0.2062, top5_acc: 0.4404, loss_cls: 3.8102, loss: 3.8102, grad_norm: 0.9172 2020-07-31 17:27:38,135 - mmaction - INFO - Epoch [8][800/940] lr: 3.993e-01, eta: 2 days, 20:35:23, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.2223, top5_acc: 0.4428, loss_cls: 3.7829, loss: 3.7829, grad_norm: 0.9177 2020-07-31 17:28:00,209 - mmaction - INFO - Epoch [8][820/940] lr: 3.993e-01, eta: 2 days, 20:35:31, time: 1.105, data_time: 0.008, memory: 6199, top1_acc: 0.2061, top5_acc: 0.4234, loss_cls: 3.8154, loss: 3.8154, grad_norm: 0.9347 2020-07-31 17:28:21,792 - mmaction - INFO - Epoch [8][840/940] lr: 3.993e-01, eta: 2 days, 20:35:21, time: 1.077, data_time: 0.002, memory: 6199, top1_acc: 0.2104, top5_acc: 0.4391, loss_cls: 3.7861, loss: 3.7861, grad_norm: 0.9208 2020-07-31 17:28:43,711 - mmaction - INFO - Epoch [8][860/940] lr: 3.993e-01, eta: 2 days, 20:35:24, time: 1.096, data_time: 0.009, memory: 6199, top1_acc: 0.2064, top5_acc: 0.4387, loss_cls: 3.8294, loss: 3.8294, grad_norm: 0.9194 2020-07-31 17:29:04,834 - mmaction - INFO - Epoch [8][880/940] lr: 3.993e-01, eta: 2 days, 20:35:01, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.2111, top5_acc: 0.4361, loss_cls: 3.7957, loss: 3.7957, grad_norm: 0.9200 2020-07-31 17:29:25,133 - mmaction - INFO - Epoch [8][900/940] lr: 3.993e-01, eta: 2 days, 20:34:10, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.2109, top5_acc: 0.4426, loss_cls: 3.8014, loss: 3.8014, grad_norm: 0.9402 2020-07-31 17:29:46,655 - mmaction - INFO - Epoch [8][920/940] lr: 3.993e-01, eta: 2 days, 20:34:03, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.2053, top5_acc: 0.4313, loss_cls: 3.7997, loss: 3.7997, grad_norm: 0.9537 2020-07-31 17:30:07,036 - mmaction - INFO - Epoch [8][940/940] lr: 3.993e-01, eta: 2 days, 20:33:17, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.1981, top5_acc: 0.4288, loss_cls: 3.8488, loss: 3.8488, grad_norm: 0.9268 2020-07-31 17:30:07,388 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-07-31 17:30:37,301 - mmaction - INFO - Epoch [9][20/940] lr: 3.990e-01, eta: 2 days, 20:36:03, time: 1.361, data_time: 0.358, memory: 6199, top1_acc: 0.2119, top5_acc: 0.4459, loss_cls: 3.7819, loss: 3.7819, grad_norm: 0.9306 2020-07-31 17:30:57,784 - mmaction - INFO - Epoch [9][40/940] lr: 3.990e-01, eta: 2 days, 20:35:21, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2104, top5_acc: 0.4389, loss_cls: 3.8281, loss: 3.8281, grad_norm: 0.9287 2020-07-31 17:31:19,305 - mmaction - INFO - Epoch [9][60/940] lr: 3.990e-01, eta: 2 days, 20:35:10, time: 1.076, data_time: 0.004, memory: 6199, top1_acc: 0.2131, top5_acc: 0.4537, loss_cls: 3.7507, loss: 3.7507, grad_norm: 0.9350 2020-07-31 17:31:40,477 - mmaction - INFO - Epoch [9][80/940] lr: 3.990e-01, eta: 2 days, 20:34:47, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.2135, top5_acc: 0.4428, loss_cls: 3.7603, loss: 3.7603, grad_norm: 0.9627 2020-07-31 17:32:01,315 - mmaction - INFO - Epoch [9][100/940] lr: 3.990e-01, eta: 2 days, 20:34:17, time: 1.044, data_time: 0.010, memory: 6199, top1_acc: 0.1963, top5_acc: 0.4225, loss_cls: 3.8423, loss: 3.8423, grad_norm: 0.9414 2020-07-31 17:32:23,061 - mmaction - INFO - Epoch [9][120/940] lr: 3.990e-01, eta: 2 days, 20:34:12, time: 1.087, data_time: 0.005, memory: 6199, top1_acc: 0.2061, top5_acc: 0.4361, loss_cls: 3.8021, loss: 3.8021, grad_norm: 0.9240 2020-07-31 17:32:44,358 - mmaction - INFO - Epoch [9][140/940] lr: 3.990e-01, eta: 2 days, 20:33:54, time: 1.064, data_time: 0.002, memory: 6199, top1_acc: 0.2062, top5_acc: 0.4369, loss_cls: 3.7917, loss: 3.7917, grad_norm: 0.9494 2020-07-31 17:33:05,131 - mmaction - INFO - Epoch [9][160/940] lr: 3.990e-01, eta: 2 days, 20:33:17, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.2166, top5_acc: 0.4449, loss_cls: 3.7708, loss: 3.7708, grad_norm: 0.9132 2020-07-31 17:33:26,344 - mmaction - INFO - Epoch [9][180/940] lr: 3.990e-01, eta: 2 days, 20:33:00, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.2018, top5_acc: 0.4393, loss_cls: 3.8342, loss: 3.8342, grad_norm: 0.9492 2020-07-31 17:33:47,068 - mmaction - INFO - Epoch [9][200/940] lr: 3.990e-01, eta: 2 days, 20:32:24, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.2043, top5_acc: 0.4406, loss_cls: 3.8201, loss: 3.8201, grad_norm: 0.9318 2020-07-31 17:34:08,124 - mmaction - INFO - Epoch [9][220/940] lr: 3.990e-01, eta: 2 days, 20:32:00, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.2102, top5_acc: 0.4449, loss_cls: 3.7969, loss: 3.7969, grad_norm: 0.9205 2020-07-31 17:34:31,293 - mmaction - INFO - Epoch [9][240/940] lr: 3.990e-01, eta: 2 days, 20:32:37, time: 1.156, data_time: 0.005, memory: 6199, top1_acc: 0.2023, top5_acc: 0.4393, loss_cls: 3.8227, loss: 3.8227, grad_norm: 0.9253 2020-07-31 17:34:52,301 - mmaction - INFO - Epoch [9][260/940] lr: 3.990e-01, eta: 2 days, 20:32:11, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.2117, top5_acc: 0.4436, loss_cls: 3.7685, loss: 3.7685, grad_norm: 0.9121 2020-07-31 17:35:12,579 - mmaction - INFO - Epoch [9][280/940] lr: 3.990e-01, eta: 2 days, 20:31:22, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.2148, top5_acc: 0.4504, loss_cls: 3.7467, loss: 3.7467, grad_norm: 0.9414 2020-07-31 17:35:33,968 - mmaction - INFO - Epoch [9][300/940] lr: 3.990e-01, eta: 2 days, 20:31:07, time: 1.070, data_time: 0.005, memory: 6199, top1_acc: 0.2174, top5_acc: 0.4508, loss_cls: 3.7718, loss: 3.7718, grad_norm: 0.9467 2020-07-31 17:35:55,802 - mmaction - INFO - Epoch [9][320/940] lr: 3.990e-01, eta: 2 days, 20:31:06, time: 1.093, data_time: 0.008, memory: 6199, top1_acc: 0.2115, top5_acc: 0.4396, loss_cls: 3.8129, loss: 3.8129, grad_norm: 0.9392 2020-07-31 17:36:17,607 - mmaction - INFO - Epoch [9][340/940] lr: 3.990e-01, eta: 2 days, 20:31:02, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.2141, top5_acc: 0.4385, loss_cls: 3.7940, loss: 3.7940, grad_norm: 0.9320 2020-07-31 17:36:38,527 - mmaction - INFO - Epoch [9][360/940] lr: 3.990e-01, eta: 2 days, 20:30:33, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.2143, top5_acc: 0.4369, loss_cls: 3.7905, loss: 3.7905, grad_norm: 0.9496 2020-07-31 17:37:00,029 - mmaction - INFO - Epoch [9][380/940] lr: 3.990e-01, eta: 2 days, 20:30:19, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.2012, top5_acc: 0.4359, loss_cls: 3.8415, loss: 3.8415, grad_norm: 0.9293 2020-07-31 17:37:20,759 - mmaction - INFO - Epoch [9][400/940] lr: 3.990e-01, eta: 2 days, 20:29:46, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.2205, top5_acc: 0.4482, loss_cls: 3.7675, loss: 3.7675, grad_norm: 0.9080 2020-07-31 17:37:42,966 - mmaction - INFO - Epoch [9][420/940] lr: 3.990e-01, eta: 2 days, 20:29:52, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.2092, top5_acc: 0.4402, loss_cls: 3.7693, loss: 3.7693, grad_norm: 0.9359 2020-07-31 17:38:04,304 - mmaction - INFO - Epoch [9][440/940] lr: 3.990e-01, eta: 2 days, 20:29:38, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.2139, top5_acc: 0.4424, loss_cls: 3.7731, loss: 3.7731, grad_norm: 0.9384 2020-07-31 17:38:25,992 - mmaction - INFO - Epoch [9][460/940] lr: 3.990e-01, eta: 2 days, 20:29:30, time: 1.083, data_time: 0.004, memory: 6199, top1_acc: 0.2152, top5_acc: 0.4439, loss_cls: 3.7864, loss: 3.7864, grad_norm: 0.9438 2020-07-31 17:38:46,406 - mmaction - INFO - Epoch [9][480/940] lr: 3.990e-01, eta: 2 days, 20:28:46, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.2178, top5_acc: 0.4352, loss_cls: 3.7858, loss: 3.7858, grad_norm: 0.9442 2020-07-31 17:39:08,539 - mmaction - INFO - Epoch [9][500/940] lr: 3.990e-01, eta: 2 days, 20:28:53, time: 1.108, data_time: 0.008, memory: 6199, top1_acc: 0.2133, top5_acc: 0.4480, loss_cls: 3.7741, loss: 3.7741, grad_norm: 0.9507 2020-07-31 17:39:28,918 - mmaction - INFO - Epoch [9][520/940] lr: 3.990e-01, eta: 2 days, 20:28:07, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.2133, top5_acc: 0.4447, loss_cls: 3.7788, loss: 3.7788, grad_norm: 0.9211 2020-07-31 17:39:49,536 - mmaction - INFO - Epoch [9][540/940] lr: 3.990e-01, eta: 2 days, 20:27:30, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.2223, top5_acc: 0.4504, loss_cls: 3.7596, loss: 3.7596, grad_norm: 0.9432 2020-07-31 17:40:12,180 - mmaction - INFO - Epoch [9][560/940] lr: 3.990e-01, eta: 2 days, 20:27:49, time: 1.130, data_time: 0.008, memory: 6199, top1_acc: 0.2047, top5_acc: 0.4412, loss_cls: 3.7956, loss: 3.7956, grad_norm: 0.9252 2020-07-31 17:40:33,962 - mmaction - INFO - Epoch [9][580/940] lr: 3.990e-01, eta: 2 days, 20:27:47, time: 1.092, data_time: 0.007, memory: 6199, top1_acc: 0.2092, top5_acc: 0.4494, loss_cls: 3.7687, loss: 3.7687, grad_norm: 0.9494 2020-07-31 17:40:55,167 - mmaction - INFO - Epoch [9][600/940] lr: 3.990e-01, eta: 2 days, 20:27:23, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.2186, top5_acc: 0.4416, loss_cls: 3.7923, loss: 3.7923, grad_norm: 0.9382 2020-07-31 17:41:15,887 - mmaction - INFO - Epoch [9][620/940] lr: 3.990e-01, eta: 2 days, 20:26:49, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.2162, top5_acc: 0.4363, loss_cls: 3.7732, loss: 3.7732, grad_norm: 0.9321 2020-07-31 17:41:36,668 - mmaction - INFO - Epoch [9][640/940] lr: 3.990e-01, eta: 2 days, 20:26:16, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.2188, top5_acc: 0.4420, loss_cls: 3.7697, loss: 3.7697, grad_norm: 0.9391 2020-07-31 17:41:57,499 - mmaction - INFO - Epoch [9][660/940] lr: 3.990e-01, eta: 2 days, 20:25:46, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.2035, top5_acc: 0.4482, loss_cls: 3.7711, loss: 3.7711, grad_norm: 0.9498 2020-07-31 17:42:19,069 - mmaction - INFO - Epoch [9][680/940] lr: 3.990e-01, eta: 2 days, 20:25:35, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.2154, top5_acc: 0.4545, loss_cls: 3.7244, loss: 3.7244, grad_norm: 0.9429 2020-07-31 17:42:40,901 - mmaction - INFO - Epoch [9][700/940] lr: 3.990e-01, eta: 2 days, 20:25:33, time: 1.094, data_time: 0.005, memory: 6199, top1_acc: 0.2107, top5_acc: 0.4418, loss_cls: 3.7758, loss: 3.7758, grad_norm: 0.9254 2020-07-31 17:43:01,951 - mmaction - INFO - Epoch [9][720/940] lr: 3.990e-01, eta: 2 days, 20:25:04, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.2207, top5_acc: 0.4527, loss_cls: 3.7416, loss: 3.7416, grad_norm: 0.9516 2020-07-31 17:43:23,929 - mmaction - INFO - Epoch [9][740/940] lr: 3.990e-01, eta: 2 days, 20:25:07, time: 1.102, data_time: 0.008, memory: 6199, top1_acc: 0.2139, top5_acc: 0.4461, loss_cls: 3.7710, loss: 3.7710, grad_norm: 0.9382 2020-07-31 17:43:45,243 - mmaction - INFO - Epoch [9][760/940] lr: 3.990e-01, eta: 2 days, 20:24:49, time: 1.066, data_time: 0.009, memory: 6199, top1_acc: 0.2203, top5_acc: 0.4453, loss_cls: 3.7612, loss: 3.7612, grad_norm: 0.9306 2020-07-31 17:44:05,747 - mmaction - INFO - Epoch [9][780/940] lr: 3.990e-01, eta: 2 days, 20:24:09, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.2105, top5_acc: 0.4406, loss_cls: 3.7821, loss: 3.7821, grad_norm: 0.9555 2020-07-31 17:44:27,902 - mmaction - INFO - Epoch [9][800/940] lr: 3.990e-01, eta: 2 days, 20:24:13, time: 1.105, data_time: 0.005, memory: 6199, top1_acc: 0.2158, top5_acc: 0.4451, loss_cls: 3.7872, loss: 3.7872, grad_norm: 0.9510 2020-07-31 17:44:48,612 - mmaction - INFO - Epoch [9][820/940] lr: 3.990e-01, eta: 2 days, 20:23:38, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.2113, top5_acc: 0.4502, loss_cls: 3.7875, loss: 3.7875, grad_norm: 0.9336 2020-07-31 17:45:10,684 - mmaction - INFO - Epoch [9][840/940] lr: 3.990e-01, eta: 2 days, 20:23:43, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.2084, top5_acc: 0.4361, loss_cls: 3.8129, loss: 3.8129, grad_norm: 0.9286 2020-07-31 17:45:31,456 - mmaction - INFO - Epoch [9][860/940] lr: 3.990e-01, eta: 2 days, 20:23:09, time: 1.037, data_time: 0.002, memory: 6199, top1_acc: 0.2152, top5_acc: 0.4547, loss_cls: 3.7759, loss: 3.7759, grad_norm: 0.9415 2020-07-31 17:45:52,784 - mmaction - INFO - Epoch [9][880/940] lr: 3.990e-01, eta: 2 days, 20:22:52, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.2062, top5_acc: 0.4414, loss_cls: 3.7752, loss: 3.7752, grad_norm: 0.9616 2020-07-31 17:46:13,957 - mmaction - INFO - Epoch [9][900/940] lr: 3.990e-01, eta: 2 days, 20:22:29, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.2184, top5_acc: 0.4617, loss_cls: 3.7218, loss: 3.7218, grad_norm: 0.9161 2020-07-31 17:46:34,913 - mmaction - INFO - Epoch [9][920/940] lr: 3.990e-01, eta: 2 days, 20:22:00, time: 1.046, data_time: 0.010, memory: 6199, top1_acc: 0.2180, top5_acc: 0.4473, loss_cls: 3.7648, loss: 3.7648, grad_norm: 0.9402 2020-07-31 17:46:55,445 - mmaction - INFO - Epoch [9][940/940] lr: 3.990e-01, eta: 2 days, 20:21:23, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.2173, top5_acc: 0.4483, loss_cls: 3.7526, loss: 3.7526, grad_norm: 0.9530 2020-07-31 17:47:26,804 - mmaction - INFO - Epoch [10][20/940] lr: 3.988e-01, eta: 2 days, 20:25:29, time: 1.549, data_time: 0.462, memory: 6199, top1_acc: 0.2162, top5_acc: 0.4498, loss_cls: 3.7386, loss: 3.7386, grad_norm: 0.9323 2020-07-31 17:47:46,608 - mmaction - INFO - Epoch [10][40/940] lr: 3.988e-01, eta: 2 days, 20:24:30, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.2182, top5_acc: 0.4555, loss_cls: 3.7020, loss: 3.7020, grad_norm: 0.9386 2020-07-31 17:48:07,266 - mmaction - INFO - Epoch [10][60/940] lr: 3.988e-01, eta: 2 days, 20:23:54, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2191, top5_acc: 0.4547, loss_cls: 3.7122, loss: 3.7122, grad_norm: 0.9589 2020-07-31 17:48:29,705 - mmaction - INFO - Epoch [10][80/940] lr: 3.988e-01, eta: 2 days, 20:24:06, time: 1.121, data_time: 0.004, memory: 6199, top1_acc: 0.2086, top5_acc: 0.4471, loss_cls: 3.7721, loss: 3.7721, grad_norm: 0.9573 2020-07-31 17:48:51,354 - mmaction - INFO - Epoch [10][100/940] lr: 3.988e-01, eta: 2 days, 20:23:56, time: 1.082, data_time: 0.003, memory: 6199, top1_acc: 0.2143, top5_acc: 0.4574, loss_cls: 3.7242, loss: 3.7242, grad_norm: 0.9424 2020-07-31 17:49:11,839 - mmaction - INFO - Epoch [10][120/940] lr: 3.988e-01, eta: 2 days, 20:23:14, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.2166, top5_acc: 0.4545, loss_cls: 3.7427, loss: 3.7427, grad_norm: 0.9443 2020-07-31 17:49:32,727 - mmaction - INFO - Epoch [10][140/940] lr: 3.988e-01, eta: 2 days, 20:22:45, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.2264, top5_acc: 0.4631, loss_cls: 3.6874, loss: 3.6874, grad_norm: 0.9487 2020-07-31 17:49:54,284 - mmaction - INFO - Epoch [10][160/940] lr: 3.988e-01, eta: 2 days, 20:22:31, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.2154, top5_acc: 0.4437, loss_cls: 3.7699, loss: 3.7699, grad_norm: 0.9408 2020-07-31 17:50:15,944 - mmaction - INFO - Epoch [10][180/940] lr: 3.988e-01, eta: 2 days, 20:22:21, time: 1.081, data_time: 0.009, memory: 6199, top1_acc: 0.2281, top5_acc: 0.4623, loss_cls: 3.6896, loss: 3.6896, grad_norm: 0.9324 2020-07-31 17:50:38,305 - mmaction - INFO - Epoch [10][200/940] lr: 3.988e-01, eta: 2 days, 20:22:32, time: 1.121, data_time: 0.011, memory: 6199, top1_acc: 0.2301, top5_acc: 0.4561, loss_cls: 3.7337, loss: 3.7337, grad_norm: 0.9462 2020-07-31 17:51:00,868 - mmaction - INFO - Epoch [10][220/940] lr: 3.988e-01, eta: 2 days, 20:22:46, time: 1.128, data_time: 0.007, memory: 6199, top1_acc: 0.2055, top5_acc: 0.4479, loss_cls: 3.7508, loss: 3.7508, grad_norm: 0.9460 2020-07-31 17:51:20,893 - mmaction - INFO - Epoch [10][240/940] lr: 3.988e-01, eta: 2 days, 20:21:54, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.2238, top5_acc: 0.4629, loss_cls: 3.6955, loss: 3.6955, grad_norm: 0.9713 2020-07-31 17:51:41,384 - mmaction - INFO - Epoch [10][260/940] lr: 3.988e-01, eta: 2 days, 20:21:13, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.2113, top5_acc: 0.4432, loss_cls: 3.7771, loss: 3.7771, grad_norm: 0.9630 2020-07-31 17:52:03,585 - mmaction - INFO - Epoch [10][280/940] lr: 3.988e-01, eta: 2 days, 20:21:18, time: 1.110, data_time: 0.003, memory: 6199, top1_acc: 0.2088, top5_acc: 0.4590, loss_cls: 3.7288, loss: 3.7288, grad_norm: 0.9513 2020-07-31 17:52:23,990 - mmaction - INFO - Epoch [10][300/940] lr: 3.988e-01, eta: 2 days, 20:20:34, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.2158, top5_acc: 0.4564, loss_cls: 3.7108, loss: 3.7108, grad_norm: 0.9541 2020-07-31 17:52:44,292 - mmaction - INFO - Epoch [10][320/940] lr: 3.988e-01, eta: 2 days, 20:19:50, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.2189, top5_acc: 0.4471, loss_cls: 3.7392, loss: 3.7392, grad_norm: 0.9630 2020-07-31 17:53:06,067 - mmaction - INFO - Epoch [10][340/940] lr: 3.988e-01, eta: 2 days, 20:19:43, time: 1.088, data_time: 0.006, memory: 6199, top1_acc: 0.2246, top5_acc: 0.4551, loss_cls: 3.7110, loss: 3.7110, grad_norm: 0.9522 2020-07-31 17:53:27,672 - mmaction - INFO - Epoch [10][360/940] lr: 3.988e-01, eta: 2 days, 20:19:32, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.2113, top5_acc: 0.4336, loss_cls: 3.8173, loss: 3.8173, grad_norm: 0.9465 2020-07-31 17:53:48,843 - mmaction - INFO - Epoch [10][380/940] lr: 3.988e-01, eta: 2 days, 20:19:10, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.2129, top5_acc: 0.4535, loss_cls: 3.7434, loss: 3.7434, grad_norm: 0.9434 2020-07-31 17:54:10,406 - mmaction - INFO - Epoch [10][400/940] lr: 3.988e-01, eta: 2 days, 20:18:56, time: 1.076, data_time: 0.006, memory: 6199, top1_acc: 0.2084, top5_acc: 0.4434, loss_cls: 3.7873, loss: 3.7873, grad_norm: 0.9407 2020-07-31 17:54:30,868 - mmaction - INFO - Epoch [10][420/940] lr: 3.988e-01, eta: 2 days, 20:18:16, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2166, top5_acc: 0.4426, loss_cls: 3.7499, loss: 3.7499, grad_norm: 0.9371 2020-07-31 17:54:52,706 - mmaction - INFO - Epoch [10][440/940] lr: 3.988e-01, eta: 2 days, 20:18:10, time: 1.090, data_time: 0.006, memory: 6199, top1_acc: 0.2166, top5_acc: 0.4527, loss_cls: 3.7453, loss: 3.7453, grad_norm: 0.9563 2020-07-31 17:55:12,804 - mmaction - INFO - Epoch [10][460/940] lr: 3.988e-01, eta: 2 days, 20:17:21, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.2248, top5_acc: 0.4553, loss_cls: 3.7232, loss: 3.7232, grad_norm: 0.9583 2020-07-31 17:55:33,455 - mmaction - INFO - Epoch [10][480/940] lr: 3.988e-01, eta: 2 days, 20:16:45, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.2188, top5_acc: 0.4529, loss_cls: 3.7501, loss: 3.7501, grad_norm: 0.9483 2020-07-31 17:55:53,732 - mmaction - INFO - Epoch [10][500/940] lr: 3.988e-01, eta: 2 days, 20:15:59, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.2152, top5_acc: 0.4564, loss_cls: 3.7336, loss: 3.7336, grad_norm: 0.9585 2020-07-31 17:56:14,490 - mmaction - INFO - Epoch [10][520/940] lr: 3.988e-01, eta: 2 days, 20:15:25, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.2193, top5_acc: 0.4512, loss_cls: 3.7694, loss: 3.7694, grad_norm: 0.9533 2020-07-31 17:56:37,713 - mmaction - INFO - Epoch [10][540/940] lr: 3.988e-01, eta: 2 days, 20:15:57, time: 1.163, data_time: 0.007, memory: 6199, top1_acc: 0.2018, top5_acc: 0.4592, loss_cls: 3.7717, loss: 3.7717, grad_norm: 0.9598 2020-07-31 17:56:58,001 - mmaction - INFO - Epoch [10][560/940] lr: 3.988e-01, eta: 2 days, 20:15:10, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.2100, top5_acc: 0.4516, loss_cls: 3.7287, loss: 3.7287, grad_norm: 0.9438 2020-07-31 17:57:19,180 - mmaction - INFO - Epoch [10][580/940] lr: 3.988e-01, eta: 2 days, 20:14:50, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2174, top5_acc: 0.4506, loss_cls: 3.7085, loss: 3.7085, grad_norm: 0.9448 2020-07-31 17:57:40,592 - mmaction - INFO - Epoch [10][600/940] lr: 3.988e-01, eta: 2 days, 20:14:31, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.2102, top5_acc: 0.4551, loss_cls: 3.7161, loss: 3.7161, grad_norm: 0.9740 2020-07-31 17:58:01,601 - mmaction - INFO - Epoch [10][620/940] lr: 3.988e-01, eta: 2 days, 20:14:07, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.2178, top5_acc: 0.4527, loss_cls: 3.7083, loss: 3.7083, grad_norm: 0.9647 2020-07-31 17:58:22,299 - mmaction - INFO - Epoch [10][640/940] lr: 3.988e-01, eta: 2 days, 20:13:30, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.2176, top5_acc: 0.4611, loss_cls: 3.7135, loss: 3.7135, grad_norm: 0.9360 2020-07-31 17:58:45,035 - mmaction - INFO - Epoch [10][660/940] lr: 3.988e-01, eta: 2 days, 20:13:50, time: 1.141, data_time: 0.009, memory: 6199, top1_acc: 0.2223, top5_acc: 0.4473, loss_cls: 3.7406, loss: 3.7406, grad_norm: 0.9447 2020-07-31 17:59:06,016 - mmaction - INFO - Epoch [10][680/940] lr: 3.988e-01, eta: 2 days, 20:13:20, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.2158, top5_acc: 0.4613, loss_cls: 3.6784, loss: 3.6784, grad_norm: 0.9696 2020-07-31 17:59:27,001 - mmaction - INFO - Epoch [10][700/940] lr: 3.988e-01, eta: 2 days, 20:12:55, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.2156, top5_acc: 0.4541, loss_cls: 3.7023, loss: 3.7023, grad_norm: 0.9557 2020-07-31 17:59:48,031 - mmaction - INFO - Epoch [10][720/940] lr: 3.988e-01, eta: 2 days, 20:12:28, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.2150, top5_acc: 0.4525, loss_cls: 3.7445, loss: 3.7445, grad_norm: 0.9385 2020-07-31 18:00:12,492 - mmaction - INFO - Epoch [10][740/940] lr: 3.988e-01, eta: 2 days, 20:13:27, time: 1.220, data_time: 0.007, memory: 6199, top1_acc: 0.2309, top5_acc: 0.4660, loss_cls: 3.6818, loss: 3.6818, grad_norm: 0.9466 2020-07-31 18:00:33,287 - mmaction - INFO - Epoch [10][760/940] lr: 3.988e-01, eta: 2 days, 20:12:57, time: 1.043, data_time: 0.016, memory: 6199, top1_acc: 0.2260, top5_acc: 0.4664, loss_cls: 3.6815, loss: 3.6815, grad_norm: 0.9654 2020-07-31 18:00:54,870 - mmaction - INFO - Epoch [10][780/940] lr: 3.988e-01, eta: 2 days, 20:12:44, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.2336, top5_acc: 0.4693, loss_cls: 3.6932, loss: 3.6932, grad_norm: 0.9550 2020-07-31 18:01:15,460 - mmaction - INFO - Epoch [10][800/940] lr: 3.988e-01, eta: 2 days, 20:12:08, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.2184, top5_acc: 0.4617, loss_cls: 3.7266, loss: 3.7266, grad_norm: 0.9638 2020-07-31 18:01:36,064 - mmaction - INFO - Epoch [10][820/940] lr: 3.988e-01, eta: 2 days, 20:11:31, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.2227, top5_acc: 0.4543, loss_cls: 3.7105, loss: 3.7105, grad_norm: 0.9666 2020-07-31 18:01:57,087 - mmaction - INFO - Epoch [10][840/940] lr: 3.988e-01, eta: 2 days, 20:11:05, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2115, top5_acc: 0.4520, loss_cls: 3.7298, loss: 3.7298, grad_norm: 0.9482 2020-07-31 18:02:18,944 - mmaction - INFO - Epoch [10][860/940] lr: 3.988e-01, eta: 2 days, 20:11:00, time: 1.094, data_time: 0.007, memory: 6199, top1_acc: 0.2289, top5_acc: 0.4547, loss_cls: 3.6924, loss: 3.6924, grad_norm: 0.9416 2020-07-31 18:02:40,861 - mmaction - INFO - Epoch [10][880/940] lr: 3.988e-01, eta: 2 days, 20:10:54, time: 1.092, data_time: 0.005, memory: 6199, top1_acc: 0.2324, top5_acc: 0.4572, loss_cls: 3.6866, loss: 3.6866, grad_norm: 0.9440 2020-07-31 18:03:01,747 - mmaction - INFO - Epoch [10][900/940] lr: 3.988e-01, eta: 2 days, 20:10:27, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2297, top5_acc: 0.4711, loss_cls: 3.6772, loss: 3.6772, grad_norm: 0.9516 2020-07-31 18:03:22,925 - mmaction - INFO - Epoch [10][920/940] lr: 3.988e-01, eta: 2 days, 20:10:03, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.2328, top5_acc: 0.4615, loss_cls: 3.6597, loss: 3.6597, grad_norm: 0.9610 2020-07-31 18:03:42,852 - mmaction - INFO - Epoch [10][940/940] lr: 3.988e-01, eta: 2 days, 20:09:10, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.2204, top5_acc: 0.4507, loss_cls: 3.7330, loss: 3.7330, grad_norm: 0.9502 2020-07-31 18:04:16,711 - mmaction - INFO - Epoch [11][20/940] lr: 3.985e-01, eta: 2 days, 20:13:50, time: 1.673, data_time: 0.659, memory: 6199, top1_acc: 0.2264, top5_acc: 0.4570, loss_cls: 3.7175, loss: 3.7175, grad_norm: 0.9635 2020-07-31 18:04:36,887 - mmaction - INFO - Epoch [11][40/940] lr: 3.985e-01, eta: 2 days, 20:13:02, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.2254, top5_acc: 0.4650, loss_cls: 3.7004, loss: 3.7004, grad_norm: 0.9562 2020-07-31 18:04:58,492 - mmaction - INFO - Epoch [11][60/940] lr: 3.985e-01, eta: 2 days, 20:12:50, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.2219, top5_acc: 0.4639, loss_cls: 3.6795, loss: 3.6795, grad_norm: 0.9469 2020-07-31 18:05:19,737 - mmaction - INFO - Epoch [11][80/940] lr: 3.985e-01, eta: 2 days, 20:12:28, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.2156, top5_acc: 0.4611, loss_cls: 3.6722, loss: 3.6722, grad_norm: 0.9656 2020-07-31 18:05:41,414 - mmaction - INFO - Epoch [11][100/940] lr: 3.985e-01, eta: 2 days, 20:12:18, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.2281, top5_acc: 0.4615, loss_cls: 3.6799, loss: 3.6799, grad_norm: 0.9612 2020-07-31 18:06:02,419 - mmaction - INFO - Epoch [11][120/940] lr: 3.985e-01, eta: 2 days, 20:11:51, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2219, top5_acc: 0.4668, loss_cls: 3.6765, loss: 3.6765, grad_norm: 0.9657 2020-07-31 18:06:25,008 - mmaction - INFO - Epoch [11][140/940] lr: 3.985e-01, eta: 2 days, 20:12:01, time: 1.128, data_time: 0.003, memory: 6199, top1_acc: 0.2279, top5_acc: 0.4666, loss_cls: 3.6705, loss: 3.6705, grad_norm: 0.9496 2020-07-31 18:06:46,320 - mmaction - INFO - Epoch [11][160/940] lr: 3.985e-01, eta: 2 days, 20:11:41, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.2268, top5_acc: 0.4635, loss_cls: 3.6568, loss: 3.6568, grad_norm: 0.9714 2020-07-31 18:07:06,932 - mmaction - INFO - Epoch [11][180/940] lr: 3.985e-01, eta: 2 days, 20:11:05, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.2303, top5_acc: 0.4646, loss_cls: 3.6679, loss: 3.6679, grad_norm: 0.9794 2020-07-31 18:07:27,976 - mmaction - INFO - Epoch [11][200/940] lr: 3.985e-01, eta: 2 days, 20:10:38, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.2172, top5_acc: 0.4533, loss_cls: 3.6966, loss: 3.6966, grad_norm: 0.9727 2020-07-31 18:07:48,492 - mmaction - INFO - Epoch [11][220/940] lr: 3.985e-01, eta: 2 days, 20:10:00, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.2367, top5_acc: 0.4613, loss_cls: 3.6499, loss: 3.6499, grad_norm: 0.9410 2020-07-31 18:08:09,591 - mmaction - INFO - Epoch [11][240/940] lr: 3.985e-01, eta: 2 days, 20:09:35, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2340, top5_acc: 0.4707, loss_cls: 3.6650, loss: 3.6650, grad_norm: 0.9815 2020-07-31 18:08:30,242 - mmaction - INFO - Epoch [11][260/940] lr: 3.985e-01, eta: 2 days, 20:09:00, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2246, top5_acc: 0.4617, loss_cls: 3.7083, loss: 3.7083, grad_norm: 0.9680 2020-07-31 18:08:50,250 - mmaction - INFO - Epoch [11][280/940] lr: 3.985e-01, eta: 2 days, 20:08:09, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.2301, top5_acc: 0.4619, loss_cls: 3.6890, loss: 3.6890, grad_norm: 0.9548 2020-07-31 18:09:10,629 - mmaction - INFO - Epoch [11][300/940] lr: 3.985e-01, eta: 2 days, 20:07:28, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.2260, top5_acc: 0.4613, loss_cls: 3.6683, loss: 3.6683, grad_norm: 0.9670 2020-07-31 18:09:30,767 - mmaction - INFO - Epoch [11][320/940] lr: 3.985e-01, eta: 2 days, 20:06:39, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.2285, top5_acc: 0.4633, loss_cls: 3.6950, loss: 3.6950, grad_norm: 0.9739 2020-07-31 18:09:51,330 - mmaction - INFO - Epoch [11][340/940] lr: 3.985e-01, eta: 2 days, 20:06:03, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.2318, top5_acc: 0.4639, loss_cls: 3.6737, loss: 3.6737, grad_norm: 0.9630 2020-07-31 18:10:12,465 - mmaction - INFO - Epoch [11][360/940] lr: 3.985e-01, eta: 2 days, 20:05:39, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.2268, top5_acc: 0.4627, loss_cls: 3.6972, loss: 3.6972, grad_norm: 0.9608 2020-07-31 18:10:32,841 - mmaction - INFO - Epoch [11][380/940] lr: 3.985e-01, eta: 2 days, 20:04:58, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.2227, top5_acc: 0.4551, loss_cls: 3.7192, loss: 3.7192, grad_norm: 0.9645 2020-07-31 18:10:54,584 - mmaction - INFO - Epoch [11][400/940] lr: 3.985e-01, eta: 2 days, 20:04:48, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.2266, top5_acc: 0.4723, loss_cls: 3.6602, loss: 3.6602, grad_norm: 0.9561 2020-07-31 18:11:14,729 - mmaction - INFO - Epoch [11][420/940] lr: 3.985e-01, eta: 2 days, 20:04:02, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.2254, top5_acc: 0.4568, loss_cls: 3.6910, loss: 3.6910, grad_norm: 0.9660 2020-07-31 18:11:35,138 - mmaction - INFO - Epoch [11][440/940] lr: 3.985e-01, eta: 2 days, 20:03:22, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.2207, top5_acc: 0.4572, loss_cls: 3.7169, loss: 3.7169, grad_norm: 0.9691 2020-07-31 18:11:55,333 - mmaction - INFO - Epoch [11][460/940] lr: 3.985e-01, eta: 2 days, 20:02:36, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.2264, top5_acc: 0.4707, loss_cls: 3.6286, loss: 3.6286, grad_norm: 0.9586 2020-07-31 18:12:15,346 - mmaction - INFO - Epoch [11][480/940] lr: 3.985e-01, eta: 2 days, 20:01:47, time: 1.001, data_time: 0.004, memory: 6199, top1_acc: 0.2336, top5_acc: 0.4740, loss_cls: 3.6338, loss: 3.6338, grad_norm: 0.9506 2020-07-31 18:12:35,398 - mmaction - INFO - Epoch [11][500/940] lr: 3.985e-01, eta: 2 days, 20:00:58, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.2324, top5_acc: 0.4689, loss_cls: 3.6643, loss: 3.6643, grad_norm: 0.9817 2020-07-31 18:12:56,616 - mmaction - INFO - Epoch [11][520/940] lr: 3.985e-01, eta: 2 days, 20:00:37, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.2164, top5_acc: 0.4465, loss_cls: 3.7390, loss: 3.7390, grad_norm: 0.9441 2020-07-31 18:13:16,832 - mmaction - INFO - Epoch [11][540/940] lr: 3.985e-01, eta: 2 days, 19:59:51, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.2178, top5_acc: 0.4555, loss_cls: 3.7138, loss: 3.7138, grad_norm: 0.9800 2020-07-31 18:13:37,291 - mmaction - INFO - Epoch [11][560/940] lr: 3.985e-01, eta: 2 days, 19:59:13, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2426, top5_acc: 0.4744, loss_cls: 3.6339, loss: 3.6339, grad_norm: 0.9457 2020-07-31 18:13:58,077 - mmaction - INFO - Epoch [11][580/940] lr: 3.985e-01, eta: 2 days, 19:58:42, time: 1.041, data_time: 0.010, memory: 6199, top1_acc: 0.2375, top5_acc: 0.4709, loss_cls: 3.6369, loss: 3.6369, grad_norm: 0.9704 2020-07-31 18:14:18,516 - mmaction - INFO - Epoch [11][600/940] lr: 3.985e-01, eta: 2 days, 19:58:02, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.2326, top5_acc: 0.4760, loss_cls: 3.6700, loss: 3.6700, grad_norm: 0.9791 2020-07-31 18:14:39,061 - mmaction - INFO - Epoch [11][620/940] lr: 3.985e-01, eta: 2 days, 19:57:26, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.2330, top5_acc: 0.4662, loss_cls: 3.6898, loss: 3.6898, grad_norm: 0.9710 2020-07-31 18:14:58,987 - mmaction - INFO - Epoch [11][640/940] lr: 3.985e-01, eta: 2 days, 19:56:35, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.2252, top5_acc: 0.4629, loss_cls: 3.7116, loss: 3.7116, grad_norm: 0.9550 2020-07-31 18:15:19,284 - mmaction - INFO - Epoch [11][660/940] lr: 3.985e-01, eta: 2 days, 19:55:52, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.2307, top5_acc: 0.4734, loss_cls: 3.6329, loss: 3.6329, grad_norm: 0.9660 2020-07-31 18:15:39,527 - mmaction - INFO - Epoch [11][680/940] lr: 3.985e-01, eta: 2 days, 19:55:08, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.2215, top5_acc: 0.4496, loss_cls: 3.7237, loss: 3.7237, grad_norm: 0.9637 2020-07-31 18:16:00,172 - mmaction - INFO - Epoch [11][700/940] lr: 3.985e-01, eta: 2 days, 19:54:36, time: 1.035, data_time: 0.011, memory: 6199, top1_acc: 0.2307, top5_acc: 0.4721, loss_cls: 3.6454, loss: 3.6454, grad_norm: 0.9664 2020-07-31 18:16:20,675 - mmaction - INFO - Epoch [11][720/940] lr: 3.985e-01, eta: 2 days, 19:53:58, time: 1.025, data_time: 0.003, memory: 6199, top1_acc: 0.2182, top5_acc: 0.4465, loss_cls: 3.7477, loss: 3.7477, grad_norm: 0.9645 2020-07-31 18:16:41,217 - mmaction - INFO - Epoch [11][740/940] lr: 3.985e-01, eta: 2 days, 19:53:22, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.2309, top5_acc: 0.4621, loss_cls: 3.6843, loss: 3.6843, grad_norm: 0.9826 2020-07-31 18:17:02,110 - mmaction - INFO - Epoch [11][760/940] lr: 3.985e-01, eta: 2 days, 19:52:52, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.2299, top5_acc: 0.4607, loss_cls: 3.6933, loss: 3.6933, grad_norm: 0.9613 2020-07-31 18:17:22,127 - mmaction - INFO - Epoch [11][780/940] lr: 3.985e-01, eta: 2 days, 19:52:06, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.2303, top5_acc: 0.4631, loss_cls: 3.6586, loss: 3.6586, grad_norm: 0.9682 2020-07-31 18:17:42,472 - mmaction - INFO - Epoch [11][800/940] lr: 3.985e-01, eta: 2 days, 19:51:25, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.2342, top5_acc: 0.4648, loss_cls: 3.6778, loss: 3.6778, grad_norm: 0.9616 2020-07-31 18:18:03,277 - mmaction - INFO - Epoch [11][820/940] lr: 3.985e-01, eta: 2 days, 19:50:52, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.2242, top5_acc: 0.4598, loss_cls: 3.6945, loss: 3.6945, grad_norm: 0.9631 2020-07-31 18:18:25,062 - mmaction - INFO - Epoch [11][840/940] lr: 3.985e-01, eta: 2 days, 19:50:46, time: 1.094, data_time: 0.007, memory: 6199, top1_acc: 0.2279, top5_acc: 0.4670, loss_cls: 3.6627, loss: 3.6627, grad_norm: 0.9721 2020-07-31 18:18:46,122 - mmaction - INFO - Epoch [11][860/940] lr: 3.985e-01, eta: 2 days, 19:50:20, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.2258, top5_acc: 0.4605, loss_cls: 3.6860, loss: 3.6860, grad_norm: 0.9681 2020-07-31 18:19:08,057 - mmaction - INFO - Epoch [11][880/940] lr: 3.985e-01, eta: 2 days, 19:50:16, time: 1.098, data_time: 0.008, memory: 6199, top1_acc: 0.2254, top5_acc: 0.4646, loss_cls: 3.6690, loss: 3.6690, grad_norm: 0.9812 2020-07-31 18:19:29,870 - mmaction - INFO - Epoch [11][900/940] lr: 3.985e-01, eta: 2 days, 19:50:09, time: 1.092, data_time: 0.009, memory: 6199, top1_acc: 0.2242, top5_acc: 0.4658, loss_cls: 3.6618, loss: 3.6618, grad_norm: 0.9890 2020-07-31 18:19:50,970 - mmaction - INFO - Epoch [11][920/940] lr: 3.985e-01, eta: 2 days, 19:49:46, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.2330, top5_acc: 0.4744, loss_cls: 3.6346, loss: 3.6346, grad_norm: 0.9786 2020-07-31 18:20:09,747 - mmaction - INFO - Epoch [11][940/940] lr: 3.985e-01, eta: 2 days, 19:48:31, time: 0.939, data_time: 0.006, memory: 6199, top1_acc: 0.2303, top5_acc: 0.4606, loss_cls: 3.6678, loss: 3.6678, grad_norm: 0.9672 2020-07-31 18:20:40,226 - mmaction - INFO - Epoch [12][20/940] lr: 3.982e-01, eta: 2 days, 19:51:28, time: 1.507, data_time: 0.447, memory: 6199, top1_acc: 0.2309, top5_acc: 0.4615, loss_cls: 3.6662, loss: 3.6662, grad_norm: 0.9672 2020-07-31 18:21:00,440 - mmaction - INFO - Epoch [12][40/940] lr: 3.982e-01, eta: 2 days, 19:50:44, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.2223, top5_acc: 0.4629, loss_cls: 3.6780, loss: 3.6780, grad_norm: 0.9738 2020-07-31 18:21:21,140 - mmaction - INFO - Epoch [12][60/940] lr: 3.982e-01, eta: 2 days, 19:50:12, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.2332, top5_acc: 0.4691, loss_cls: 3.6794, loss: 3.6794, grad_norm: 0.9719 2020-07-31 18:21:41,817 - mmaction - INFO - Epoch [12][80/940] lr: 3.982e-01, eta: 2 days, 19:49:38, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.2221, top5_acc: 0.4717, loss_cls: 3.6678, loss: 3.6678, grad_norm: 0.9726 2020-07-31 18:22:02,232 - mmaction - INFO - Epoch [12][100/940] lr: 3.982e-01, eta: 2 days, 19:49:00, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.2379, top5_acc: 0.4707, loss_cls: 3.6326, loss: 3.6326, grad_norm: 0.9722 2020-07-31 18:22:23,667 - mmaction - INFO - Epoch [12][120/940] lr: 3.982e-01, eta: 2 days, 19:48:42, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.2314, top5_acc: 0.4670, loss_cls: 3.6727, loss: 3.6727, grad_norm: 0.9636 2020-07-31 18:22:46,004 - mmaction - INFO - Epoch [12][140/940] lr: 3.982e-01, eta: 2 days, 19:48:47, time: 1.121, data_time: 0.008, memory: 6199, top1_acc: 0.2270, top5_acc: 0.4701, loss_cls: 3.6457, loss: 3.6457, grad_norm: 0.9841 2020-07-31 18:23:07,169 - mmaction - INFO - Epoch [12][160/940] lr: 3.982e-01, eta: 2 days, 19:48:25, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.2285, top5_acc: 0.4756, loss_cls: 3.6346, loss: 3.6346, grad_norm: 0.9702 2020-07-31 18:23:29,397 - mmaction - INFO - Epoch [12][180/940] lr: 3.982e-01, eta: 2 days, 19:48:26, time: 1.111, data_time: 0.006, memory: 6199, top1_acc: 0.2252, top5_acc: 0.4596, loss_cls: 3.6911, loss: 3.6911, grad_norm: 0.9719 2020-07-31 18:23:49,824 - mmaction - INFO - Epoch [12][200/940] lr: 3.982e-01, eta: 2 days, 19:47:47, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6730, loss: 3.6730, grad_norm: 0.9534 2020-07-31 18:24:10,852 - mmaction - INFO - Epoch [12][220/940] lr: 3.982e-01, eta: 2 days, 19:47:22, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2352, top5_acc: 0.4658, loss_cls: 3.6608, loss: 3.6608, grad_norm: 0.9607 2020-07-31 18:24:30,914 - mmaction - INFO - Epoch [12][240/940] lr: 3.982e-01, eta: 2 days, 19:46:36, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.2434, top5_acc: 0.4652, loss_cls: 3.6523, loss: 3.6523, grad_norm: 0.9547 2020-07-31 18:24:52,121 - mmaction - INFO - Epoch [12][260/940] lr: 3.982e-01, eta: 2 days, 19:46:14, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.2482, top5_acc: 0.4783, loss_cls: 3.5754, loss: 3.5754, grad_norm: 0.9651 2020-07-31 18:25:13,811 - mmaction - INFO - Epoch [12][280/940] lr: 3.982e-01, eta: 2 days, 19:46:03, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.2309, top5_acc: 0.4676, loss_cls: 3.6871, loss: 3.6871, grad_norm: 0.9769 2020-07-31 18:25:34,745 - mmaction - INFO - Epoch [12][300/940] lr: 3.982e-01, eta: 2 days, 19:45:36, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.2313, top5_acc: 0.4723, loss_cls: 3.6423, loss: 3.6423, grad_norm: 0.9830 2020-07-31 18:25:56,494 - mmaction - INFO - Epoch [12][320/940] lr: 3.982e-01, eta: 2 days, 19:45:27, time: 1.090, data_time: 0.009, memory: 6199, top1_acc: 0.2367, top5_acc: 0.4805, loss_cls: 3.6406, loss: 3.6406, grad_norm: 0.9712 2020-07-31 18:26:17,114 - mmaction - INFO - Epoch [12][340/940] lr: 3.982e-01, eta: 2 days, 19:44:51, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.2334, top5_acc: 0.4686, loss_cls: 3.6437, loss: 3.6437, grad_norm: 0.9736 2020-07-31 18:26:38,174 - mmaction - INFO - Epoch [12][360/940] lr: 3.982e-01, eta: 2 days, 19:44:29, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.2330, top5_acc: 0.4652, loss_cls: 3.6325, loss: 3.6325, grad_norm: 0.9602 2020-07-31 18:26:59,720 - mmaction - INFO - Epoch [12][380/940] lr: 3.982e-01, eta: 2 days, 19:44:14, time: 1.077, data_time: 0.010, memory: 6199, top1_acc: 0.2299, top5_acc: 0.4691, loss_cls: 3.6551, loss: 3.6551, grad_norm: 0.9795 2020-07-31 18:27:19,990 - mmaction - INFO - Epoch [12][400/940] lr: 3.982e-01, eta: 2 days, 19:43:32, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.2393, top5_acc: 0.4736, loss_cls: 3.6185, loss: 3.6185, grad_norm: 0.9714 2020-07-31 18:27:40,495 - mmaction - INFO - Epoch [12][420/940] lr: 3.982e-01, eta: 2 days, 19:42:56, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2291, top5_acc: 0.4621, loss_cls: 3.6983, loss: 3.6983, grad_norm: 0.9959 2020-07-31 18:28:01,316 - mmaction - INFO - Epoch [12][440/940] lr: 3.982e-01, eta: 2 days, 19:42:24, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.2240, top5_acc: 0.4582, loss_cls: 3.6773, loss: 3.6773, grad_norm: 0.9817 2020-07-31 18:28:22,372 - mmaction - INFO - Epoch [12][460/940] lr: 3.982e-01, eta: 2 days, 19:42:01, time: 1.055, data_time: 0.010, memory: 6199, top1_acc: 0.2260, top5_acc: 0.4646, loss_cls: 3.6505, loss: 3.6505, grad_norm: 0.9657 2020-07-31 18:28:42,755 - mmaction - INFO - Epoch [12][480/940] lr: 3.982e-01, eta: 2 days, 19:41:25, time: 1.025, data_time: 0.012, memory: 6199, top1_acc: 0.2268, top5_acc: 0.4744, loss_cls: 3.6176, loss: 3.6176, grad_norm: 0.9677 2020-07-31 18:29:02,969 - mmaction - INFO - Epoch [12][500/940] lr: 3.982e-01, eta: 2 days, 19:40:41, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.2457, top5_acc: 0.4879, loss_cls: 3.5478, loss: 3.5478, grad_norm: 0.9765 2020-07-31 18:29:24,462 - mmaction - INFO - Epoch [12][520/940] lr: 3.982e-01, eta: 2 days, 19:40:26, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.2391, top5_acc: 0.4707, loss_cls: 3.6087, loss: 3.6087, grad_norm: 0.9977 2020-07-31 18:29:45,256 - mmaction - INFO - Epoch [12][540/940] lr: 3.982e-01, eta: 2 days, 19:39:56, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2303, top5_acc: 0.4719, loss_cls: 3.6388, loss: 3.6388, grad_norm: 0.9733 2020-07-31 18:30:05,620 - mmaction - INFO - Epoch [12][560/940] lr: 3.982e-01, eta: 2 days, 19:39:18, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2352, top5_acc: 0.4781, loss_cls: 3.6001, loss: 3.6001, grad_norm: 0.9824 2020-07-31 18:30:26,039 - mmaction - INFO - Epoch [12][580/940] lr: 3.982e-01, eta: 2 days, 19:38:39, time: 1.019, data_time: 0.004, memory: 6199, top1_acc: 0.2447, top5_acc: 0.4881, loss_cls: 3.5411, loss: 3.5411, grad_norm: 0.9860 2020-07-31 18:30:47,160 - mmaction - INFO - Epoch [12][600/940] lr: 3.982e-01, eta: 2 days, 19:38:17, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.2350, top5_acc: 0.4689, loss_cls: 3.6470, loss: 3.6470, grad_norm: 0.9836 2020-07-31 18:31:09,019 - mmaction - INFO - Epoch [12][620/940] lr: 3.982e-01, eta: 2 days, 19:38:10, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.2271, top5_acc: 0.4576, loss_cls: 3.6772, loss: 3.6772, grad_norm: 0.9755 2020-07-31 18:31:29,380 - mmaction - INFO - Epoch [12][640/940] lr: 3.982e-01, eta: 2 days, 19:37:31, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.2314, top5_acc: 0.4688, loss_cls: 3.6618, loss: 3.6618, grad_norm: 0.9872 2020-07-31 18:31:50,144 - mmaction - INFO - Epoch [12][660/940] lr: 3.982e-01, eta: 2 days, 19:37:00, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.2430, top5_acc: 0.4744, loss_cls: 3.6047, loss: 3.6047, grad_norm: 0.9878 2020-07-31 18:32:11,404 - mmaction - INFO - Epoch [12][680/940] lr: 3.982e-01, eta: 2 days, 19:36:41, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.2270, top5_acc: 0.4711, loss_cls: 3.6341, loss: 3.6341, grad_norm: 0.9703 2020-07-31 18:32:31,362 - mmaction - INFO - Epoch [12][700/940] lr: 3.982e-01, eta: 2 days, 19:35:53, time: 0.996, data_time: 0.002, memory: 6199, top1_acc: 0.2328, top5_acc: 0.4662, loss_cls: 3.6589, loss: 3.6589, grad_norm: 0.9813 2020-07-31 18:32:52,793 - mmaction - INFO - Epoch [12][720/940] lr: 3.982e-01, eta: 2 days, 19:35:37, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.2260, top5_acc: 0.4627, loss_cls: 3.6958, loss: 3.6958, grad_norm: 0.9839 2020-07-31 18:33:13,140 - mmaction - INFO - Epoch [12][740/940] lr: 3.982e-01, eta: 2 days, 19:34:57, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.2303, top5_acc: 0.4758, loss_cls: 3.6472, loss: 3.6472, grad_norm: 0.9801 2020-07-31 18:33:33,837 - mmaction - INFO - Epoch [12][760/940] lr: 3.982e-01, eta: 2 days, 19:34:26, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.2277, top5_acc: 0.4691, loss_cls: 3.6750, loss: 3.6750, grad_norm: 0.9636 2020-07-31 18:33:54,115 - mmaction - INFO - Epoch [12][780/940] lr: 3.982e-01, eta: 2 days, 19:33:47, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.2268, top5_acc: 0.4682, loss_cls: 3.6610, loss: 3.6610, grad_norm: 0.9874 2020-07-31 18:34:15,360 - mmaction - INFO - Epoch [12][800/940] lr: 3.982e-01, eta: 2 days, 19:33:27, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.2318, top5_acc: 0.4727, loss_cls: 3.6090, loss: 3.6090, grad_norm: 0.9860 2020-07-31 18:34:36,101 - mmaction - INFO - Epoch [12][820/940] lr: 3.982e-01, eta: 2 days, 19:32:56, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.2318, top5_acc: 0.4727, loss_cls: 3.6109, loss: 3.6109, grad_norm: 0.9963 2020-07-31 18:34:57,336 - mmaction - INFO - Epoch [12][840/940] lr: 3.982e-01, eta: 2 days, 19:32:36, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.2354, top5_acc: 0.4771, loss_cls: 3.6107, loss: 3.6107, grad_norm: 0.9717 2020-07-31 18:35:18,003 - mmaction - INFO - Epoch [12][860/940] lr: 3.982e-01, eta: 2 days, 19:32:01, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5514, loss: 3.5514, grad_norm: 0.9623 2020-07-31 18:35:38,138 - mmaction - INFO - Epoch [12][880/940] lr: 3.982e-01, eta: 2 days, 19:31:21, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.2373, top5_acc: 0.4701, loss_cls: 3.6431, loss: 3.6431, grad_norm: 1.0128 2020-07-31 18:35:58,308 - mmaction - INFO - Epoch [12][900/940] lr: 3.982e-01, eta: 2 days, 19:30:39, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.2475, top5_acc: 0.4797, loss_cls: 3.6136, loss: 3.6136, grad_norm: 0.9809 2020-07-31 18:36:18,619 - mmaction - INFO - Epoch [12][920/940] lr: 3.982e-01, eta: 2 days, 19:30:00, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.2254, top5_acc: 0.4619, loss_cls: 3.6845, loss: 3.6845, grad_norm: 0.9534 2020-07-31 18:36:38,276 - mmaction - INFO - Epoch [12][940/940] lr: 3.982e-01, eta: 2 days, 19:29:07, time: 0.980, data_time: 0.004, memory: 6199, top1_acc: 0.2275, top5_acc: 0.4748, loss_cls: 3.6453, loss: 3.6453, grad_norm: 1.0031 2020-07-31 18:36:38,596 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-07-31 18:37:08,734 - mmaction - INFO - Epoch [13][20/940] lr: 3.978e-01, eta: 2 days, 19:30:49, time: 1.364, data_time: 0.347, memory: 6199, top1_acc: 0.2354, top5_acc: 0.4813, loss_cls: 3.5937, loss: 3.5937, grad_norm: 0.9952 2020-07-31 18:37:28,394 - mmaction - INFO - Epoch [13][40/940] lr: 3.978e-01, eta: 2 days, 19:29:58, time: 0.985, data_time: 0.010, memory: 6199, top1_acc: 0.2447, top5_acc: 0.4854, loss_cls: 3.5847, loss: 3.5847, grad_norm: 0.9857 2020-07-31 18:37:48,778 - mmaction - INFO - Epoch [13][60/940] lr: 3.978e-01, eta: 2 days, 19:29:21, time: 1.020, data_time: 0.010, memory: 6199, top1_acc: 0.2391, top5_acc: 0.4771, loss_cls: 3.6133, loss: 3.6133, grad_norm: 0.9825 2020-07-31 18:38:08,799 - mmaction - INFO - Epoch [13][80/940] lr: 3.978e-01, eta: 2 days, 19:28:36, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.2348, top5_acc: 0.4658, loss_cls: 3.6772, loss: 3.6772, grad_norm: 1.0008 2020-07-31 18:38:28,469 - mmaction - INFO - Epoch [13][100/940] lr: 3.978e-01, eta: 2 days, 19:27:43, time: 0.980, data_time: 0.006, memory: 6199, top1_acc: 0.2393, top5_acc: 0.4840, loss_cls: 3.5717, loss: 3.5717, grad_norm: 0.9886 2020-07-31 18:38:49,891 - mmaction - INFO - Epoch [13][120/940] lr: 3.978e-01, eta: 2 days, 19:27:28, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.2434, top5_acc: 0.4799, loss_cls: 3.5764, loss: 3.5764, grad_norm: 0.9894 2020-07-31 18:39:10,911 - mmaction - INFO - Epoch [13][140/940] lr: 3.978e-01, eta: 2 days, 19:27:03, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.2418, top5_acc: 0.4896, loss_cls: 3.5803, loss: 3.5803, grad_norm: 1.0044 2020-07-31 18:39:31,416 - mmaction - INFO - Epoch [13][160/940] lr: 3.978e-01, eta: 2 days, 19:26:27, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.2377, top5_acc: 0.4801, loss_cls: 3.6122, loss: 3.6122, grad_norm: 0.9844 2020-07-31 18:39:51,807 - mmaction - INFO - Epoch [13][180/940] lr: 3.978e-01, eta: 2 days, 19:25:52, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.2355, top5_acc: 0.4783, loss_cls: 3.6118, loss: 3.6118, grad_norm: 0.9915 2020-07-31 18:40:12,243 - mmaction - INFO - Epoch [13][200/940] lr: 3.978e-01, eta: 2 days, 19:25:14, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.2355, top5_acc: 0.4701, loss_cls: 3.6161, loss: 3.6161, grad_norm: 0.9953 2020-07-31 18:40:33,188 - mmaction - INFO - Epoch [13][220/940] lr: 3.978e-01, eta: 2 days, 19:24:49, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.2361, top5_acc: 0.4852, loss_cls: 3.6081, loss: 3.6081, grad_norm: 0.9812 2020-07-31 18:40:54,550 - mmaction - INFO - Epoch [13][240/940] lr: 3.978e-01, eta: 2 days, 19:24:31, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.2381, top5_acc: 0.4744, loss_cls: 3.6174, loss: 3.6174, grad_norm: 0.9826 2020-07-31 18:41:15,080 - mmaction - INFO - Epoch [13][260/940] lr: 3.978e-01, eta: 2 days, 19:23:58, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.2350, top5_acc: 0.4855, loss_cls: 3.5798, loss: 3.5798, grad_norm: 0.9846 2020-07-31 18:41:35,523 - mmaction - INFO - Epoch [13][280/940] lr: 3.978e-01, eta: 2 days, 19:23:22, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.2348, top5_acc: 0.4756, loss_cls: 3.6248, loss: 3.6248, grad_norm: 1.0087 2020-07-31 18:41:57,069 - mmaction - INFO - Epoch [13][300/940] lr: 3.978e-01, eta: 2 days, 19:23:08, time: 1.076, data_time: 0.004, memory: 6199, top1_acc: 0.2352, top5_acc: 0.4725, loss_cls: 3.6178, loss: 3.6178, grad_norm: 1.0054 2020-07-31 18:42:17,684 - mmaction - INFO - Epoch [13][320/940] lr: 3.978e-01, eta: 2 days, 19:22:36, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.2316, top5_acc: 0.4715, loss_cls: 3.6649, loss: 3.6649, grad_norm: 0.9959 2020-07-31 18:42:37,370 - mmaction - INFO - Epoch [13][340/940] lr: 3.978e-01, eta: 2 days, 19:21:44, time: 0.982, data_time: 0.002, memory: 6199, top1_acc: 0.2447, top5_acc: 0.4902, loss_cls: 3.5772, loss: 3.5772, grad_norm: 0.9796 2020-07-31 18:42:57,369 - mmaction - INFO - Epoch [13][360/940] lr: 3.978e-01, eta: 2 days, 19:20:59, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.2355, top5_acc: 0.4732, loss_cls: 3.6219, loss: 3.6219, grad_norm: 0.9951 2020-07-31 18:43:17,865 - mmaction - INFO - Epoch [13][380/940] lr: 3.978e-01, eta: 2 days, 19:20:26, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.2416, top5_acc: 0.4822, loss_cls: 3.6305, loss: 3.6305, grad_norm: 0.9934 2020-07-31 18:43:39,562 - mmaction - INFO - Epoch [13][400/940] lr: 3.978e-01, eta: 2 days, 19:20:15, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.2379, top5_acc: 0.4795, loss_cls: 3.6049, loss: 3.6049, grad_norm: 1.0088 2020-07-31 18:43:59,190 - mmaction - INFO - Epoch [13][420/940] lr: 3.978e-01, eta: 2 days, 19:19:24, time: 0.982, data_time: 0.004, memory: 6199, top1_acc: 0.2432, top5_acc: 0.4752, loss_cls: 3.6021, loss: 3.6021, grad_norm: 0.9806 2020-07-31 18:44:19,914 - mmaction - INFO - Epoch [13][440/940] lr: 3.978e-01, eta: 2 days, 19:18:54, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.2404, top5_acc: 0.4770, loss_cls: 3.6160, loss: 3.6160, grad_norm: 0.9949 2020-07-31 18:44:40,407 - mmaction - INFO - Epoch [13][460/940] lr: 3.978e-01, eta: 2 days, 19:18:19, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.2289, top5_acc: 0.4682, loss_cls: 3.6203, loss: 3.6203, grad_norm: 0.9812 2020-07-31 18:45:00,709 - mmaction - INFO - Epoch [13][480/940] lr: 3.978e-01, eta: 2 days, 19:17:41, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.2334, top5_acc: 0.4738, loss_cls: 3.6536, loss: 3.6536, grad_norm: 0.9712 2020-07-31 18:45:20,897 - mmaction - INFO - Epoch [13][500/940] lr: 3.978e-01, eta: 2 days, 19:17:00, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.2367, top5_acc: 0.4832, loss_cls: 3.6075, loss: 3.6075, grad_norm: 0.9814 2020-07-31 18:45:41,820 - mmaction - INFO - Epoch [13][520/940] lr: 3.978e-01, eta: 2 days, 19:16:35, time: 1.049, data_time: 0.011, memory: 6199, top1_acc: 0.2404, top5_acc: 0.4715, loss_cls: 3.6200, loss: 3.6200, grad_norm: 0.9872 2020-07-31 18:46:03,013 - mmaction - INFO - Epoch [13][540/940] lr: 3.978e-01, eta: 2 days, 19:16:14, time: 1.059, data_time: 0.009, memory: 6199, top1_acc: 0.2402, top5_acc: 0.4801, loss_cls: 3.6099, loss: 3.6099, grad_norm: 0.9884 2020-07-31 18:46:23,313 - mmaction - INFO - Epoch [13][560/940] lr: 3.978e-01, eta: 2 days, 19:15:36, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.2395, top5_acc: 0.4756, loss_cls: 3.6331, loss: 3.6331, grad_norm: 0.9823 2020-07-31 18:46:44,030 - mmaction - INFO - Epoch [13][580/940] lr: 3.978e-01, eta: 2 days, 19:15:06, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2354, top5_acc: 0.4891, loss_cls: 3.5996, loss: 3.5996, grad_norm: 0.9975 2020-07-31 18:47:03,874 - mmaction - INFO - Epoch [13][600/940] lr: 3.978e-01, eta: 2 days, 19:14:20, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.2359, top5_acc: 0.4682, loss_cls: 3.6523, loss: 3.6523, grad_norm: 0.9854 2020-07-31 18:47:24,386 - mmaction - INFO - Epoch [13][620/940] lr: 3.978e-01, eta: 2 days, 19:13:46, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.2428, top5_acc: 0.4717, loss_cls: 3.6380, loss: 3.6380, grad_norm: 0.9643 2020-07-31 18:47:44,541 - mmaction - INFO - Epoch [13][640/940] lr: 3.978e-01, eta: 2 days, 19:13:06, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5496, loss: 3.5496, grad_norm: 0.9834 2020-07-31 18:48:04,558 - mmaction - INFO - Epoch [13][660/940] lr: 3.978e-01, eta: 2 days, 19:12:23, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.2209, top5_acc: 0.4615, loss_cls: 3.6723, loss: 3.6723, grad_norm: 1.0297 2020-07-31 18:48:25,042 - mmaction - INFO - Epoch [13][680/940] lr: 3.978e-01, eta: 2 days, 19:11:48, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.2338, top5_acc: 0.4752, loss_cls: 3.6325, loss: 3.6325, grad_norm: 0.9797 2020-07-31 18:48:45,476 - mmaction - INFO - Epoch [13][700/940] lr: 3.978e-01, eta: 2 days, 19:11:14, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.2398, top5_acc: 0.4834, loss_cls: 3.5892, loss: 3.5892, grad_norm: 0.9727 2020-07-31 18:49:06,328 - mmaction - INFO - Epoch [13][720/940] lr: 3.978e-01, eta: 2 days, 19:10:47, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.2398, top5_acc: 0.4844, loss_cls: 3.6094, loss: 3.6094, grad_norm: 1.0083 2020-07-31 18:49:27,224 - mmaction - INFO - Epoch [13][740/940] lr: 3.978e-01, eta: 2 days, 19:10:20, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.2371, top5_acc: 0.4709, loss_cls: 3.6304, loss: 3.6304, grad_norm: 0.9842 2020-07-31 18:49:47,252 - mmaction - INFO - Epoch [13][760/940] lr: 3.978e-01, eta: 2 days, 19:09:38, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.2412, top5_acc: 0.4723, loss_cls: 3.6129, loss: 3.6129, grad_norm: 0.9911 2020-07-31 18:50:08,381 - mmaction - INFO - Epoch [13][780/940] lr: 3.978e-01, eta: 2 days, 19:09:17, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.2402, top5_acc: 0.4832, loss_cls: 3.5846, loss: 3.5846, grad_norm: 0.9977 2020-07-31 18:50:29,127 - mmaction - INFO - Epoch [13][800/940] lr: 3.978e-01, eta: 2 days, 19:08:47, time: 1.037, data_time: 0.002, memory: 6199, top1_acc: 0.2469, top5_acc: 0.4883, loss_cls: 3.5742, loss: 3.5742, grad_norm: 1.0151 2020-07-31 18:50:50,200 - mmaction - INFO - Epoch [13][820/940] lr: 3.978e-01, eta: 2 days, 19:08:25, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.2381, top5_acc: 0.4746, loss_cls: 3.6153, loss: 3.6153, grad_norm: 1.0123 2020-07-31 18:51:11,008 - mmaction - INFO - Epoch [13][840/940] lr: 3.978e-01, eta: 2 days, 19:07:57, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.2355, top5_acc: 0.4699, loss_cls: 3.6137, loss: 3.6137, grad_norm: 0.9788 2020-07-31 18:51:31,326 - mmaction - INFO - Epoch [13][860/940] lr: 3.978e-01, eta: 2 days, 19:07:19, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.2367, top5_acc: 0.4770, loss_cls: 3.6189, loss: 3.6189, grad_norm: 0.9944 2020-07-31 18:51:51,429 - mmaction - INFO - Epoch [13][880/940] lr: 3.978e-01, eta: 2 days, 19:06:39, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.2533, top5_acc: 0.4918, loss_cls: 3.5651, loss: 3.5651, grad_norm: 0.9823 2020-07-31 18:52:11,998 - mmaction - INFO - Epoch [13][900/940] lr: 3.978e-01, eta: 2 days, 19:06:06, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.2389, top5_acc: 0.4768, loss_cls: 3.5895, loss: 3.5895, grad_norm: 0.9750 2020-07-31 18:52:31,874 - mmaction - INFO - Epoch [13][920/940] lr: 3.978e-01, eta: 2 days, 19:05:22, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.2420, top5_acc: 0.4775, loss_cls: 3.5945, loss: 3.5945, grad_norm: 0.9881 2020-07-31 18:52:50,608 - mmaction - INFO - Epoch [13][940/940] lr: 3.978e-01, eta: 2 days, 19:04:17, time: 0.938, data_time: 0.009, memory: 6199, top1_acc: 0.2461, top5_acc: 0.4763, loss_cls: 3.5949, loss: 3.5949, grad_norm: 0.9990 2020-07-31 18:53:20,814 - mmaction - INFO - Epoch [14][20/940] lr: 3.975e-01, eta: 2 days, 19:06:37, time: 1.490, data_time: 0.481, memory: 6199, top1_acc: 0.2375, top5_acc: 0.4871, loss_cls: 3.5856, loss: 3.5856, grad_norm: 1.0102 2020-07-31 18:53:40,927 - mmaction - INFO - Epoch [14][40/940] lr: 3.975e-01, eta: 2 days, 19:05:56, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.2494, top5_acc: 0.4881, loss_cls: 3.5600, loss: 3.5600, grad_norm: 0.9851 2020-07-31 18:54:00,741 - mmaction - INFO - Epoch [14][60/940] lr: 3.975e-01, eta: 2 days, 19:05:11, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.2437, top5_acc: 0.4926, loss_cls: 3.5683, loss: 3.5683, grad_norm: 0.9906 2020-07-31 18:54:20,479 - mmaction - INFO - Epoch [14][80/940] lr: 3.975e-01, eta: 2 days, 19:04:23, time: 0.987, data_time: 0.003, memory: 6199, top1_acc: 0.2406, top5_acc: 0.4822, loss_cls: 3.6029, loss: 3.6029, grad_norm: 0.9973 2020-07-31 18:54:40,192 - mmaction - INFO - Epoch [14][100/940] lr: 3.975e-01, eta: 2 days, 19:03:35, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.2439, top5_acc: 0.4875, loss_cls: 3.5700, loss: 3.5700, grad_norm: 0.9884 2020-07-31 18:55:00,319 - mmaction - INFO - Epoch [14][120/940] lr: 3.975e-01, eta: 2 days, 19:02:54, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.2479, top5_acc: 0.4994, loss_cls: 3.5220, loss: 3.5220, grad_norm: 0.9974 2020-07-31 18:55:20,385 - mmaction - INFO - Epoch [14][140/940] lr: 3.975e-01, eta: 2 days, 19:02:14, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.2527, top5_acc: 0.4973, loss_cls: 3.5406, loss: 3.5406, grad_norm: 0.9667 2020-07-31 18:55:40,228 - mmaction - INFO - Epoch [14][160/940] lr: 3.975e-01, eta: 2 days, 19:01:29, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.2488, top5_acc: 0.5031, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.0004 2020-07-31 18:56:00,238 - mmaction - INFO - Epoch [14][180/940] lr: 3.975e-01, eta: 2 days, 19:00:46, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.2559, top5_acc: 0.4910, loss_cls: 3.5369, loss: 3.5369, grad_norm: 1.0003 2020-07-31 18:56:20,084 - mmaction - INFO - Epoch [14][200/940] lr: 3.975e-01, eta: 2 days, 19:00:02, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.2510, top5_acc: 0.4992, loss_cls: 3.5207, loss: 3.5207, grad_norm: 1.0055 2020-07-31 18:56:39,955 - mmaction - INFO - Epoch [14][220/940] lr: 3.975e-01, eta: 2 days, 18:59:18, time: 0.993, data_time: 0.004, memory: 6199, top1_acc: 0.2447, top5_acc: 0.4902, loss_cls: 3.5947, loss: 3.5947, grad_norm: 0.9844 2020-07-31 18:57:00,022 - mmaction - INFO - Epoch [14][240/940] lr: 3.975e-01, eta: 2 days, 18:58:36, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.2373, top5_acc: 0.4814, loss_cls: 3.5832, loss: 3.5832, grad_norm: 1.0031 2020-07-31 18:57:20,623 - mmaction - INFO - Epoch [14][260/940] lr: 3.975e-01, eta: 2 days, 18:58:06, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.2502, top5_acc: 0.4883, loss_cls: 3.5717, loss: 3.5717, grad_norm: 1.0047 2020-07-31 18:57:40,606 - mmaction - INFO - Epoch [14][280/940] lr: 3.975e-01, eta: 2 days, 18:57:23, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.2432, top5_acc: 0.4814, loss_cls: 3.5773, loss: 3.5773, grad_norm: 1.0009 2020-07-31 18:58:00,769 - mmaction - INFO - Epoch [14][300/940] lr: 3.975e-01, eta: 2 days, 18:56:45, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.2398, top5_acc: 0.4875, loss_cls: 3.5964, loss: 3.5964, grad_norm: 0.9937 2020-07-31 18:58:20,970 - mmaction - INFO - Epoch [14][320/940] lr: 3.975e-01, eta: 2 days, 18:56:07, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.2443, top5_acc: 0.4813, loss_cls: 3.5882, loss: 3.5882, grad_norm: 1.0105 2020-07-31 18:58:41,288 - mmaction - INFO - Epoch [14][340/940] lr: 3.975e-01, eta: 2 days, 18:55:31, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.2539, top5_acc: 0.4934, loss_cls: 3.5651, loss: 3.5651, grad_norm: 0.9963 2020-07-31 18:59:01,614 - mmaction - INFO - Epoch [14][360/940] lr: 3.975e-01, eta: 2 days, 18:54:55, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.2430, top5_acc: 0.4795, loss_cls: 3.5908, loss: 3.5908, grad_norm: 1.0112 2020-07-31 18:59:21,632 - mmaction - INFO - Epoch [14][380/940] lr: 3.975e-01, eta: 2 days, 18:54:13, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.2471, top5_acc: 0.4867, loss_cls: 3.5673, loss: 3.5673, grad_norm: 1.0035 2020-07-31 18:59:41,871 - mmaction - INFO - Epoch [14][400/940] lr: 3.975e-01, eta: 2 days, 18:53:38, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.2396, top5_acc: 0.4885, loss_cls: 3.5632, loss: 3.5632, grad_norm: 1.0000 2020-07-31 19:00:01,632 - mmaction - INFO - Epoch [14][420/940] lr: 3.975e-01, eta: 2 days, 18:52:52, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.2305, top5_acc: 0.4721, loss_cls: 3.5891, loss: 3.5891, grad_norm: 0.9904 2020-07-31 19:00:27,704 - mmaction - INFO - Epoch [14][440/940] lr: 3.975e-01, eta: 2 days, 18:53:57, time: 1.295, data_time: 0.014, memory: 6199, top1_acc: 0.2393, top5_acc: 0.4813, loss_cls: 3.5877, loss: 3.5877, grad_norm: 0.9905 2020-07-31 19:00:48,149 - mmaction - INFO - Epoch [14][460/940] lr: 3.975e-01, eta: 2 days, 18:53:25, time: 1.027, data_time: 0.024, memory: 6199, top1_acc: 0.2373, top5_acc: 0.4713, loss_cls: 3.6124, loss: 3.6124, grad_norm: 1.0009 2020-07-31 19:01:08,464 - mmaction - INFO - Epoch [14][480/940] lr: 3.975e-01, eta: 2 days, 18:52:51, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.2451, top5_acc: 0.4900, loss_cls: 3.5618, loss: 3.5618, grad_norm: 1.0035 2020-07-31 19:01:28,347 - mmaction - INFO - Epoch [14][500/940] lr: 3.975e-01, eta: 2 days, 18:52:07, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.2506, top5_acc: 0.4863, loss_cls: 3.5575, loss: 3.5575, grad_norm: 0.9871 2020-07-31 19:01:48,626 - mmaction - INFO - Epoch [14][520/940] lr: 3.975e-01, eta: 2 days, 18:51:31, time: 1.017, data_time: 0.010, memory: 6199, top1_acc: 0.2445, top5_acc: 0.4783, loss_cls: 3.5872, loss: 3.5872, grad_norm: 1.0270 2020-07-31 19:02:09,444 - mmaction - INFO - Epoch [14][540/940] lr: 3.975e-01, eta: 2 days, 18:51:04, time: 1.037, data_time: 0.002, memory: 6199, top1_acc: 0.2447, top5_acc: 0.4813, loss_cls: 3.5811, loss: 3.5811, grad_norm: 0.9928 2020-07-31 19:02:29,531 - mmaction - INFO - Epoch [14][560/940] lr: 3.975e-01, eta: 2 days, 18:50:25, time: 1.006, data_time: 0.011, memory: 6199, top1_acc: 0.2443, top5_acc: 0.4916, loss_cls: 3.5899, loss: 3.5899, grad_norm: 0.9994 2020-07-31 19:02:49,616 - mmaction - INFO - Epoch [14][580/940] lr: 3.975e-01, eta: 2 days, 18:49:46, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.2367, top5_acc: 0.4906, loss_cls: 3.5696, loss: 3.5696, grad_norm: 1.0004 2020-07-31 19:03:09,917 - mmaction - INFO - Epoch [14][600/940] lr: 3.975e-01, eta: 2 days, 18:49:09, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.2379, top5_acc: 0.4854, loss_cls: 3.5815, loss: 3.5815, grad_norm: 0.9955 2020-07-31 19:03:30,405 - mmaction - INFO - Epoch [14][620/940] lr: 3.975e-01, eta: 2 days, 18:48:38, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.2350, top5_acc: 0.4855, loss_cls: 3.6113, loss: 3.6113, grad_norm: 0.9980 2020-07-31 19:03:50,303 - mmaction - INFO - Epoch [14][640/940] lr: 3.975e-01, eta: 2 days, 18:47:54, time: 0.990, data_time: 0.005, memory: 6199, top1_acc: 0.2385, top5_acc: 0.4863, loss_cls: 3.5973, loss: 3.5973, grad_norm: 0.9938 2020-07-31 19:04:10,411 - mmaction - INFO - Epoch [14][660/940] lr: 3.975e-01, eta: 2 days, 18:47:16, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.2467, top5_acc: 0.4871, loss_cls: 3.5765, loss: 3.5765, grad_norm: 1.0018 2020-07-31 19:04:30,662 - mmaction - INFO - Epoch [14][680/940] lr: 3.975e-01, eta: 2 days, 18:46:39, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.2545, top5_acc: 0.4965, loss_cls: 3.5375, loss: 3.5375, grad_norm: 0.9992 2020-07-31 19:04:50,521 - mmaction - INFO - Epoch [14][700/940] lr: 3.975e-01, eta: 2 days, 18:45:56, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.2467, top5_acc: 0.4910, loss_cls: 3.5643, loss: 3.5643, grad_norm: 1.0078 2020-07-31 19:05:10,543 - mmaction - INFO - Epoch [14][720/940] lr: 3.975e-01, eta: 2 days, 18:45:16, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.2512, top5_acc: 0.4842, loss_cls: 3.5663, loss: 3.5663, grad_norm: 0.9836 2020-07-31 19:05:30,548 - mmaction - INFO - Epoch [14][740/940] lr: 3.975e-01, eta: 2 days, 18:44:35, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.2549, top5_acc: 0.4898, loss_cls: 3.5288, loss: 3.5288, grad_norm: 1.0034 2020-07-31 19:05:50,444 - mmaction - INFO - Epoch [14][760/940] lr: 3.975e-01, eta: 2 days, 18:43:54, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.2504, top5_acc: 0.4869, loss_cls: 3.5845, loss: 3.5845, grad_norm: 0.9891 2020-07-31 19:06:10,486 - mmaction - INFO - Epoch [14][780/940] lr: 3.975e-01, eta: 2 days, 18:43:13, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.2439, top5_acc: 0.4928, loss_cls: 3.5675, loss: 3.5675, grad_norm: 0.9986 2020-07-31 19:06:30,289 - mmaction - INFO - Epoch [14][800/940] lr: 3.975e-01, eta: 2 days, 18:42:29, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.2352, top5_acc: 0.4813, loss_cls: 3.6020, loss: 3.6020, grad_norm: 0.9940 2020-07-31 19:06:50,585 - mmaction - INFO - Epoch [14][820/940] lr: 3.975e-01, eta: 2 days, 18:41:55, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.2328, top5_acc: 0.4754, loss_cls: 3.6591, loss: 3.6591, grad_norm: 1.0157 2020-07-31 19:07:10,741 - mmaction - INFO - Epoch [14][840/940] lr: 3.975e-01, eta: 2 days, 18:41:17, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.2625, top5_acc: 0.5006, loss_cls: 3.4745, loss: 3.4745, grad_norm: 1.0084 2020-07-31 19:07:30,912 - mmaction - INFO - Epoch [14][860/940] lr: 3.975e-01, eta: 2 days, 18:40:39, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.2451, top5_acc: 0.4881, loss_cls: 3.5740, loss: 3.5740, grad_norm: 1.0075 2020-07-31 19:07:50,955 - mmaction - INFO - Epoch [14][880/940] lr: 3.975e-01, eta: 2 days, 18:40:01, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.2365, top5_acc: 0.4828, loss_cls: 3.5966, loss: 3.5966, grad_norm: 1.0308 2020-07-31 19:08:10,995 - mmaction - INFO - Epoch [14][900/940] lr: 3.975e-01, eta: 2 days, 18:39:21, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.2416, top5_acc: 0.4873, loss_cls: 3.5718, loss: 3.5718, grad_norm: 1.0154 2020-07-31 19:08:31,231 - mmaction - INFO - Epoch [14][920/940] lr: 3.975e-01, eta: 2 days, 18:38:45, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.2307, top5_acc: 0.4822, loss_cls: 3.6043, loss: 3.6043, grad_norm: 1.0011 2020-07-31 19:08:49,837 - mmaction - INFO - Epoch [14][940/940] lr: 3.975e-01, eta: 2 days, 18:37:41, time: 0.931, data_time: 0.009, memory: 6199, top1_acc: 0.2372, top5_acc: 0.4710, loss_cls: 3.5861, loss: 3.5861, grad_norm: 0.9901 2020-07-31 19:09:23,064 - mmaction - INFO - Epoch [15][20/940] lr: 3.971e-01, eta: 2 days, 18:40:41, time: 1.638, data_time: 0.625, memory: 6199, top1_acc: 0.2516, top5_acc: 0.4998, loss_cls: 3.5387, loss: 3.5387, grad_norm: 0.9952 2020-07-31 19:09:43,357 - mmaction - INFO - Epoch [15][40/940] lr: 3.971e-01, eta: 2 days, 18:40:06, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.2436, top5_acc: 0.4893, loss_cls: 3.5660, loss: 3.5660, grad_norm: 1.0120 2020-07-31 19:10:03,194 - mmaction - INFO - Epoch [15][60/940] lr: 3.971e-01, eta: 2 days, 18:39:22, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.2498, top5_acc: 0.4877, loss_cls: 3.5538, loss: 3.5538, grad_norm: 1.0003 2020-07-31 19:10:22,977 - mmaction - INFO - Epoch [15][80/940] lr: 3.971e-01, eta: 2 days, 18:38:39, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.2437, top5_acc: 0.4889, loss_cls: 3.5628, loss: 3.5628, grad_norm: 1.0131 2020-07-31 19:10:43,761 - mmaction - INFO - Epoch [15][100/940] lr: 3.971e-01, eta: 2 days, 18:38:12, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.2543, top5_acc: 0.4941, loss_cls: 3.5136, loss: 3.5136, grad_norm: 0.9860 2020-07-31 19:11:04,270 - mmaction - INFO - Epoch [15][120/940] lr: 3.971e-01, eta: 2 days, 18:37:41, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.2574, top5_acc: 0.4971, loss_cls: 3.5469, loss: 3.5469, grad_norm: 1.0093 2020-07-31 19:11:25,330 - mmaction - INFO - Epoch [15][140/940] lr: 3.971e-01, eta: 2 days, 18:37:20, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.2553, top5_acc: 0.4889, loss_cls: 3.5068, loss: 3.5068, grad_norm: 1.0136 2020-07-31 19:11:46,067 - mmaction - INFO - Epoch [15][160/940] lr: 3.971e-01, eta: 2 days, 18:36:52, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.2498, top5_acc: 0.4881, loss_cls: 3.5676, loss: 3.5676, grad_norm: 1.0111 2020-07-31 19:12:07,237 - mmaction - INFO - Epoch [15][180/940] lr: 3.971e-01, eta: 2 days, 18:36:32, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.2459, top5_acc: 0.4873, loss_cls: 3.5300, loss: 3.5300, grad_norm: 1.0131 2020-07-31 19:12:28,658 - mmaction - INFO - Epoch [15][200/940] lr: 3.971e-01, eta: 2 days, 18:36:16, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.2482, top5_acc: 0.4875, loss_cls: 3.5682, loss: 3.5682, grad_norm: 1.0099 2020-07-31 19:12:50,064 - mmaction - INFO - Epoch [15][220/940] lr: 3.971e-01, eta: 2 days, 18:36:01, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.2316, top5_acc: 0.4752, loss_cls: 3.6126, loss: 3.6126, grad_norm: 0.9891 2020-07-31 19:13:10,687 - mmaction - INFO - Epoch [15][240/940] lr: 3.971e-01, eta: 2 days, 18:35:32, time: 1.030, data_time: 0.002, memory: 6199, top1_acc: 0.2631, top5_acc: 0.4992, loss_cls: 3.5073, loss: 3.5073, grad_norm: 1.0086 2020-07-31 19:13:30,830 - mmaction - INFO - Epoch [15][260/940] lr: 3.971e-01, eta: 2 days, 18:34:53, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.2373, top5_acc: 0.4906, loss_cls: 3.5564, loss: 3.5564, grad_norm: 0.9870 2020-07-31 19:13:51,814 - mmaction - INFO - Epoch [15][280/940] lr: 3.971e-01, eta: 2 days, 18:34:32, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2457, top5_acc: 0.4813, loss_cls: 3.5781, loss: 3.5781, grad_norm: 1.0031 2020-07-31 19:14:13,438 - mmaction - INFO - Epoch [15][300/940] lr: 3.971e-01, eta: 2 days, 18:34:18, time: 1.077, data_time: 0.005, memory: 6199, top1_acc: 0.2455, top5_acc: 0.4730, loss_cls: 3.5721, loss: 3.5721, grad_norm: 1.0145 2020-07-31 19:14:34,337 - mmaction - INFO - Epoch [15][320/940] lr: 3.971e-01, eta: 2 days, 18:33:55, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.2535, top5_acc: 0.4949, loss_cls: 3.5548, loss: 3.5548, grad_norm: 1.0181 2020-07-31 19:14:54,916 - mmaction - INFO - Epoch [15][340/940] lr: 3.971e-01, eta: 2 days, 18:33:24, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.2504, top5_acc: 0.4883, loss_cls: 3.5393, loss: 3.5393, grad_norm: 0.9868 2020-07-31 19:15:15,283 - mmaction - INFO - Epoch [15][360/940] lr: 3.971e-01, eta: 2 days, 18:32:51, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.2486, top5_acc: 0.4889, loss_cls: 3.5705, loss: 3.5705, grad_norm: 1.0104 2020-07-31 19:15:36,155 - mmaction - INFO - Epoch [15][380/940] lr: 3.971e-01, eta: 2 days, 18:32:25, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.2541, top5_acc: 0.4920, loss_cls: 3.5336, loss: 3.5336, grad_norm: 0.9931 2020-07-31 19:15:56,862 - mmaction - INFO - Epoch [15][400/940] lr: 3.971e-01, eta: 2 days, 18:31:59, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.2355, top5_acc: 0.4811, loss_cls: 3.5767, loss: 3.5767, grad_norm: 0.9961 2020-07-31 19:16:17,205 - mmaction - INFO - Epoch [15][420/940] lr: 3.971e-01, eta: 2 days, 18:31:25, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.2506, top5_acc: 0.4873, loss_cls: 3.5563, loss: 3.5563, grad_norm: 1.0061 2020-07-31 19:16:38,789 - mmaction - INFO - Epoch [15][440/940] lr: 3.971e-01, eta: 2 days, 18:31:11, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.2547, top5_acc: 0.4992, loss_cls: 3.4854, loss: 3.4854, grad_norm: 1.0108 2020-07-31 19:17:00,254 - mmaction - INFO - Epoch [15][460/940] lr: 3.971e-01, eta: 2 days, 18:30:57, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.2537, top5_acc: 0.4932, loss_cls: 3.5227, loss: 3.5227, grad_norm: 1.0262 2020-07-31 19:17:20,308 - mmaction - INFO - Epoch [15][480/940] lr: 3.971e-01, eta: 2 days, 18:30:18, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.2494, top5_acc: 0.4859, loss_cls: 3.5589, loss: 3.5589, grad_norm: 1.0135 2020-07-31 19:17:40,677 - mmaction - INFO - Epoch [15][500/940] lr: 3.971e-01, eta: 2 days, 18:29:46, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.2557, top5_acc: 0.4973, loss_cls: 3.5151, loss: 3.5151, grad_norm: 0.9867 2020-07-31 19:18:02,369 - mmaction - INFO - Epoch [15][520/940] lr: 3.971e-01, eta: 2 days, 18:29:34, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.2381, top5_acc: 0.4742, loss_cls: 3.5785, loss: 3.5785, grad_norm: 0.9948 2020-07-31 19:18:23,822 - mmaction - INFO - Epoch [15][540/940] lr: 3.971e-01, eta: 2 days, 18:29:19, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.2572, top5_acc: 0.4918, loss_cls: 3.5212, loss: 3.5212, grad_norm: 1.0029 2020-07-31 19:18:44,812 - mmaction - INFO - Epoch [15][560/940] lr: 3.971e-01, eta: 2 days, 18:28:56, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.2598, top5_acc: 0.4957, loss_cls: 3.5085, loss: 3.5085, grad_norm: 1.0193 2020-07-31 19:19:04,798 - mmaction - INFO - Epoch [15][580/940] lr: 3.971e-01, eta: 2 days, 18:28:16, time: 0.998, data_time: 0.010, memory: 6199, top1_acc: 0.2479, top5_acc: 0.4756, loss_cls: 3.6049, loss: 3.6049, grad_norm: 1.0073 2020-07-31 19:19:25,415 - mmaction - INFO - Epoch [15][600/940] lr: 3.971e-01, eta: 2 days, 18:27:48, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.2486, top5_acc: 0.4949, loss_cls: 3.5405, loss: 3.5405, grad_norm: 1.0113 2020-07-31 19:19:46,028 - mmaction - INFO - Epoch [15][620/940] lr: 3.971e-01, eta: 2 days, 18:27:18, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.2479, top5_acc: 0.4850, loss_cls: 3.5822, loss: 3.5822, grad_norm: 1.0221 2020-07-31 19:20:06,479 - mmaction - INFO - Epoch [15][640/940] lr: 3.971e-01, eta: 2 days, 18:26:47, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.2551, top5_acc: 0.5066, loss_cls: 3.4890, loss: 3.4890, grad_norm: 0.9966 2020-07-31 19:20:28,403 - mmaction - INFO - Epoch [15][660/940] lr: 3.971e-01, eta: 2 days, 18:26:39, time: 1.094, data_time: 0.003, memory: 6199, top1_acc: 0.2580, top5_acc: 0.5070, loss_cls: 3.4816, loss: 3.4816, grad_norm: 1.0327 2020-07-31 19:20:49,691 - mmaction - INFO - Epoch [15][680/940] lr: 3.971e-01, eta: 2 days, 18:26:21, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.2484, top5_acc: 0.4834, loss_cls: 3.5989, loss: 3.5989, grad_norm: 1.0131 2020-07-31 19:21:11,011 - mmaction - INFO - Epoch [15][700/940] lr: 3.971e-01, eta: 2 days, 18:26:04, time: 1.066, data_time: 0.009, memory: 6199, top1_acc: 0.2572, top5_acc: 0.5010, loss_cls: 3.5067, loss: 3.5067, grad_norm: 0.9991 2020-07-31 19:21:32,573 - mmaction - INFO - Epoch [15][720/940] lr: 3.971e-01, eta: 2 days, 18:25:51, time: 1.079, data_time: 0.005, memory: 6199, top1_acc: 0.2500, top5_acc: 0.4838, loss_cls: 3.5680, loss: 3.5680, grad_norm: 1.0025 2020-07-31 19:21:53,791 - mmaction - INFO - Epoch [15][740/940] lr: 3.971e-01, eta: 2 days, 18:25:33, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.2443, top5_acc: 0.4834, loss_cls: 3.5750, loss: 3.5750, grad_norm: 1.0019 2020-07-31 19:22:14,060 - mmaction - INFO - Epoch [15][760/940] lr: 3.971e-01, eta: 2 days, 18:24:57, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.2457, top5_acc: 0.4889, loss_cls: 3.5577, loss: 3.5577, grad_norm: 1.0030 2020-07-31 19:22:34,820 - mmaction - INFO - Epoch [15][780/940] lr: 3.971e-01, eta: 2 days, 18:24:30, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.2398, top5_acc: 0.4857, loss_cls: 3.5812, loss: 3.5812, grad_norm: 1.0022 2020-07-31 19:22:57,180 - mmaction - INFO - Epoch [15][800/940] lr: 3.971e-01, eta: 2 days, 18:24:31, time: 1.122, data_time: 0.007, memory: 6199, top1_acc: 0.2393, top5_acc: 0.4789, loss_cls: 3.6052, loss: 3.6052, grad_norm: 1.0055 2020-07-31 19:23:17,648 - mmaction - INFO - Epoch [15][820/940] lr: 3.971e-01, eta: 2 days, 18:23:58, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.2518, top5_acc: 0.4865, loss_cls: 3.5688, loss: 3.5688, grad_norm: 0.9977 2020-07-31 19:23:39,095 - mmaction - INFO - Epoch [15][840/940] lr: 3.971e-01, eta: 2 days, 18:23:44, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.2537, top5_acc: 0.4814, loss_cls: 3.5864, loss: 3.5864, grad_norm: 0.9995 2020-07-31 19:24:00,013 - mmaction - INFO - Epoch [15][860/940] lr: 3.971e-01, eta: 2 days, 18:23:20, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.2555, top5_acc: 0.4936, loss_cls: 3.5057, loss: 3.5057, grad_norm: 1.0093 2020-07-31 19:24:20,929 - mmaction - INFO - Epoch [15][880/940] lr: 3.971e-01, eta: 2 days, 18:22:57, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.2447, top5_acc: 0.4920, loss_cls: 3.5435, loss: 3.5435, grad_norm: 1.0091 2020-07-31 19:24:41,642 - mmaction - INFO - Epoch [15][900/940] lr: 3.971e-01, eta: 2 days, 18:22:29, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2313, top5_acc: 0.4859, loss_cls: 3.5983, loss: 3.5983, grad_norm: 1.0136 2020-07-31 19:25:02,944 - mmaction - INFO - Epoch [15][920/940] lr: 3.971e-01, eta: 2 days, 18:22:11, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.2443, top5_acc: 0.5006, loss_cls: 3.5403, loss: 3.5403, grad_norm: 0.9943 2020-07-31 19:25:24,018 - mmaction - INFO - Epoch [15][940/940] lr: 3.971e-01, eta: 2 days, 18:21:50, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.2470, top5_acc: 0.4909, loss_cls: 3.5573, loss: 3.5573, grad_norm: 0.9932 2020-07-31 19:25:53,916 - mmaction - INFO - Epoch [16][20/940] lr: 3.966e-01, eta: 2 days, 18:23:45, time: 1.479, data_time: 0.502, memory: 6199, top1_acc: 0.2506, top5_acc: 0.5064, loss_cls: 3.4884, loss: 3.4884, grad_norm: 1.0290 2020-07-31 19:26:15,264 - mmaction - INFO - Epoch [16][40/940] lr: 3.966e-01, eta: 2 days, 18:23:27, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.2584, top5_acc: 0.5033, loss_cls: 3.5089, loss: 3.5089, grad_norm: 1.0124 2020-07-31 19:26:35,498 - mmaction - INFO - Epoch [16][60/940] lr: 3.966e-01, eta: 2 days, 18:22:52, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.2531, top5_acc: 0.5006, loss_cls: 3.5037, loss: 3.5037, grad_norm: 1.0114 2020-07-31 19:26:56,867 - mmaction - INFO - Epoch [16][80/940] lr: 3.966e-01, eta: 2 days, 18:22:35, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.2584, top5_acc: 0.4971, loss_cls: 3.5067, loss: 3.5067, grad_norm: 1.0189 2020-07-31 19:27:17,403 - mmaction - INFO - Epoch [16][100/940] lr: 3.966e-01, eta: 2 days, 18:22:06, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.2562, top5_acc: 0.5111, loss_cls: 3.4388, loss: 3.4388, grad_norm: 1.0251 2020-07-31 19:27:38,201 - mmaction - INFO - Epoch [16][120/940] lr: 3.966e-01, eta: 2 days, 18:21:39, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.2402, top5_acc: 0.4949, loss_cls: 3.5636, loss: 3.5636, grad_norm: 1.0197 2020-07-31 19:27:59,015 - mmaction - INFO - Epoch [16][140/940] lr: 3.966e-01, eta: 2 days, 18:21:14, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2572, top5_acc: 0.4961, loss_cls: 3.5130, loss: 3.5130, grad_norm: 1.0087 2020-07-31 19:28:20,175 - mmaction - INFO - Epoch [16][160/940] lr: 3.966e-01, eta: 2 days, 18:20:54, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.2621, top5_acc: 0.5023, loss_cls: 3.5139, loss: 3.5139, grad_norm: 1.0178 2020-07-31 19:28:40,303 - mmaction - INFO - Epoch [16][180/940] lr: 3.966e-01, eta: 2 days, 18:20:16, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.2541, top5_acc: 0.4945, loss_cls: 3.5147, loss: 3.5147, grad_norm: 1.0238 2020-07-31 19:29:01,045 - mmaction - INFO - Epoch [16][200/940] lr: 3.966e-01, eta: 2 days, 18:19:51, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.2502, top5_acc: 0.4906, loss_cls: 3.5423, loss: 3.5423, grad_norm: 0.9893 2020-07-31 19:29:22,132 - mmaction - INFO - Epoch [16][220/940] lr: 3.966e-01, eta: 2 days, 18:19:28, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.2504, top5_acc: 0.4926, loss_cls: 3.5374, loss: 3.5374, grad_norm: 0.9984 2020-07-31 19:29:43,487 - mmaction - INFO - Epoch [16][240/940] lr: 3.966e-01, eta: 2 days, 18:19:12, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.2633, top5_acc: 0.5045, loss_cls: 3.4456, loss: 3.4456, grad_norm: 1.0220 2020-07-31 19:30:04,464 - mmaction - INFO - Epoch [16][260/940] lr: 3.966e-01, eta: 2 days, 18:18:49, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.2430, top5_acc: 0.4896, loss_cls: 3.5401, loss: 3.5401, grad_norm: 1.0238 2020-07-31 19:30:25,360 - mmaction - INFO - Epoch [16][280/940] lr: 3.966e-01, eta: 2 days, 18:18:25, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.2496, top5_acc: 0.4844, loss_cls: 3.5240, loss: 3.5240, grad_norm: 1.0285 2020-07-31 19:30:47,041 - mmaction - INFO - Epoch [16][300/940] lr: 3.966e-01, eta: 2 days, 18:18:12, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.2482, top5_acc: 0.4977, loss_cls: 3.5178, loss: 3.5178, grad_norm: 1.0362 2020-07-31 19:31:08,165 - mmaction - INFO - Epoch [16][320/940] lr: 3.966e-01, eta: 2 days, 18:17:52, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.2437, top5_acc: 0.4883, loss_cls: 3.5683, loss: 3.5683, grad_norm: 0.9962 2020-07-31 19:31:30,181 - mmaction - INFO - Epoch [16][340/940] lr: 3.966e-01, eta: 2 days, 18:17:44, time: 1.099, data_time: 0.007, memory: 6199, top1_acc: 0.2617, top5_acc: 0.4955, loss_cls: 3.5208, loss: 3.5208, grad_norm: 1.0023 2020-07-31 19:31:51,251 - mmaction - INFO - Epoch [16][360/940] lr: 3.966e-01, eta: 2 days, 18:17:23, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.2480, top5_acc: 0.4871, loss_cls: 3.5491, loss: 3.5491, grad_norm: 1.0394 2020-07-31 19:32:11,637 - mmaction - INFO - Epoch [16][380/940] lr: 3.966e-01, eta: 2 days, 18:16:50, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.2410, top5_acc: 0.4828, loss_cls: 3.5792, loss: 3.5792, grad_norm: 1.0277 2020-07-31 19:32:31,979 - mmaction - INFO - Epoch [16][400/940] lr: 3.966e-01, eta: 2 days, 18:16:18, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.2533, top5_acc: 0.4990, loss_cls: 3.4955, loss: 3.4955, grad_norm: 0.9978 2020-07-31 19:32:53,922 - mmaction - INFO - Epoch [16][420/940] lr: 3.966e-01, eta: 2 days, 18:16:11, time: 1.098, data_time: 0.007, memory: 6199, top1_acc: 0.2592, top5_acc: 0.5055, loss_cls: 3.4703, loss: 3.4703, grad_norm: 1.0168 2020-07-31 19:33:15,647 - mmaction - INFO - Epoch [16][440/940] lr: 3.966e-01, eta: 2 days, 18:15:59, time: 1.085, data_time: 0.003, memory: 6199, top1_acc: 0.2656, top5_acc: 0.4965, loss_cls: 3.5007, loss: 3.5007, grad_norm: 1.0309 2020-07-31 19:33:36,879 - mmaction - INFO - Epoch [16][460/940] lr: 3.966e-01, eta: 2 days, 18:15:40, time: 1.062, data_time: 0.003, memory: 6199, top1_acc: 0.2582, top5_acc: 0.5002, loss_cls: 3.5349, loss: 3.5349, grad_norm: 1.0155 2020-07-31 19:33:58,079 - mmaction - INFO - Epoch [16][480/940] lr: 3.966e-01, eta: 2 days, 18:15:19, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.2592, top5_acc: 0.5090, loss_cls: 3.4636, loss: 3.4636, grad_norm: 1.0206 2020-07-31 19:34:19,584 - mmaction - INFO - Epoch [16][500/940] lr: 3.966e-01, eta: 2 days, 18:15:05, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.2504, top5_acc: 0.4941, loss_cls: 3.5334, loss: 3.5334, grad_norm: 1.0109 2020-07-31 19:34:40,823 - mmaction - INFO - Epoch [16][520/940] lr: 3.966e-01, eta: 2 days, 18:14:46, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.2420, top5_acc: 0.4822, loss_cls: 3.5717, loss: 3.5717, grad_norm: 1.0076 2020-07-31 19:35:01,521 - mmaction - INFO - Epoch [16][540/940] lr: 3.966e-01, eta: 2 days, 18:14:19, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2504, top5_acc: 0.4928, loss_cls: 3.5457, loss: 3.5457, grad_norm: 1.0098 2020-07-31 19:35:22,508 - mmaction - INFO - Epoch [16][560/940] lr: 3.966e-01, eta: 2 days, 18:13:55, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2445, top5_acc: 0.4936, loss_cls: 3.5619, loss: 3.5619, grad_norm: 1.0093 2020-07-31 19:35:43,811 - mmaction - INFO - Epoch [16][580/940] lr: 3.966e-01, eta: 2 days, 18:13:37, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.2541, top5_acc: 0.4887, loss_cls: 3.5502, loss: 3.5502, grad_norm: 1.0242 2020-07-31 19:36:03,717 - mmaction - INFO - Epoch [16][600/940] lr: 3.966e-01, eta: 2 days, 18:12:59, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.2496, top5_acc: 0.4857, loss_cls: 3.5462, loss: 3.5462, grad_norm: 1.0229 2020-07-31 19:36:25,435 - mmaction - INFO - Epoch [16][620/940] lr: 3.966e-01, eta: 2 days, 18:12:46, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.2604, top5_acc: 0.5096, loss_cls: 3.4898, loss: 3.4898, grad_norm: 1.0328 2020-07-31 19:36:47,135 - mmaction - INFO - Epoch [16][640/940] lr: 3.966e-01, eta: 2 days, 18:12:35, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.2586, top5_acc: 0.5000, loss_cls: 3.5124, loss: 3.5124, grad_norm: 1.0240 2020-07-31 19:37:08,315 - mmaction - INFO - Epoch [16][660/940] lr: 3.966e-01, eta: 2 days, 18:12:14, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.2531, top5_acc: 0.4951, loss_cls: 3.5159, loss: 3.5159, grad_norm: 1.0156 2020-07-31 19:37:28,368 - mmaction - INFO - Epoch [16][680/940] lr: 3.966e-01, eta: 2 days, 18:11:38, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.2580, top5_acc: 0.4961, loss_cls: 3.4800, loss: 3.4800, grad_norm: 0.9996 2020-07-31 19:37:49,263 - mmaction - INFO - Epoch [16][700/940] lr: 3.966e-01, eta: 2 days, 18:11:14, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.2496, top5_acc: 0.4924, loss_cls: 3.5395, loss: 3.5395, grad_norm: 1.0529 2020-07-31 19:38:09,935 - mmaction - INFO - Epoch [16][720/940] lr: 3.966e-01, eta: 2 days, 18:10:46, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2463, top5_acc: 0.4840, loss_cls: 3.5916, loss: 3.5916, grad_norm: 0.9961 2020-07-31 19:38:30,957 - mmaction - INFO - Epoch [16][740/940] lr: 3.966e-01, eta: 2 days, 18:10:23, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.2529, top5_acc: 0.4998, loss_cls: 3.5364, loss: 3.5364, grad_norm: 1.0069 2020-07-31 19:38:52,554 - mmaction - INFO - Epoch [16][760/940] lr: 3.966e-01, eta: 2 days, 18:10:09, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.2437, top5_acc: 0.4854, loss_cls: 3.5790, loss: 3.5790, grad_norm: 1.0010 2020-07-31 19:39:13,895 - mmaction - INFO - Epoch [16][780/940] lr: 3.966e-01, eta: 2 days, 18:09:53, time: 1.070, data_time: 0.009, memory: 6199, top1_acc: 0.2582, top5_acc: 0.4928, loss_cls: 3.4956, loss: 3.4956, grad_norm: 1.0077 2020-07-31 19:39:35,378 - mmaction - INFO - Epoch [16][800/940] lr: 3.966e-01, eta: 2 days, 18:09:38, time: 1.075, data_time: 0.003, memory: 6199, top1_acc: 0.2479, top5_acc: 0.4918, loss_cls: 3.5383, loss: 3.5383, grad_norm: 1.0207 2020-07-31 19:39:57,327 - mmaction - INFO - Epoch [16][820/940] lr: 3.966e-01, eta: 2 days, 18:09:28, time: 1.094, data_time: 0.006, memory: 6199, top1_acc: 0.2613, top5_acc: 0.5010, loss_cls: 3.4897, loss: 3.4897, grad_norm: 1.0080 2020-07-31 19:40:18,148 - mmaction - INFO - Epoch [16][840/940] lr: 3.966e-01, eta: 2 days, 18:09:03, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2502, top5_acc: 0.5020, loss_cls: 3.5117, loss: 3.5117, grad_norm: 1.0198 2020-07-31 19:40:40,236 - mmaction - INFO - Epoch [16][860/940] lr: 3.966e-01, eta: 2 days, 18:08:57, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.2580, top5_acc: 0.5035, loss_cls: 3.4975, loss: 3.4975, grad_norm: 1.0220 2020-07-31 19:41:01,122 - mmaction - INFO - Epoch [16][880/940] lr: 3.966e-01, eta: 2 days, 18:08:33, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.2553, top5_acc: 0.5092, loss_cls: 3.4984, loss: 3.4984, grad_norm: 1.0092 2020-07-31 19:41:22,017 - mmaction - INFO - Epoch [16][900/940] lr: 3.966e-01, eta: 2 days, 18:08:09, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.2496, top5_acc: 0.4965, loss_cls: 3.5335, loss: 3.5335, grad_norm: 1.0128 2020-07-31 19:41:43,141 - mmaction - INFO - Epoch [16][920/940] lr: 3.966e-01, eta: 2 days, 18:07:47, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.2564, top5_acc: 0.4908, loss_cls: 3.5364, loss: 3.5364, grad_norm: 1.0183 2020-07-31 19:42:02,766 - mmaction - INFO - Epoch [16][940/940] lr: 3.966e-01, eta: 2 days, 18:07:05, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.2632, top5_acc: 0.5028, loss_cls: 3.4883, loss: 3.4883, grad_norm: 1.0273 2020-07-31 19:42:03,081 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-07-31 19:42:33,421 - mmaction - INFO - Epoch [17][20/940] lr: 3.962e-01, eta: 2 days, 18:08:45, time: 1.459, data_time: 0.456, memory: 6199, top1_acc: 0.2568, top5_acc: 0.5061, loss_cls: 3.4835, loss: 3.4835, grad_norm: 1.0205 2020-07-31 19:42:54,769 - mmaction - INFO - Epoch [17][40/940] lr: 3.962e-01, eta: 2 days, 18:08:27, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.2531, top5_acc: 0.4889, loss_cls: 3.5550, loss: 3.5550, grad_norm: 1.0115 2020-07-31 19:43:15,244 - mmaction - INFO - Epoch [17][60/940] lr: 3.962e-01, eta: 2 days, 18:07:57, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.2668, top5_acc: 0.5084, loss_cls: 3.4518, loss: 3.4518, grad_norm: 1.0362 2020-07-31 19:43:36,945 - mmaction - INFO - Epoch [17][80/940] lr: 3.962e-01, eta: 2 days, 18:07:44, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.2555, top5_acc: 0.4967, loss_cls: 3.5241, loss: 3.5241, grad_norm: 1.0283 2020-07-31 19:43:57,518 - mmaction - INFO - Epoch [17][100/940] lr: 3.962e-01, eta: 2 days, 18:07:15, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.2564, top5_acc: 0.5043, loss_cls: 3.4568, loss: 3.4568, grad_norm: 1.0414 2020-07-31 19:44:18,535 - mmaction - INFO - Epoch [17][120/940] lr: 3.962e-01, eta: 2 days, 18:06:53, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.2520, top5_acc: 0.4916, loss_cls: 3.5370, loss: 3.5370, grad_norm: 1.0620 2020-07-31 19:44:39,754 - mmaction - INFO - Epoch [17][140/940] lr: 3.962e-01, eta: 2 days, 18:06:33, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.2494, top5_acc: 0.4965, loss_cls: 3.5188, loss: 3.5188, grad_norm: 1.0286 2020-07-31 19:45:01,309 - mmaction - INFO - Epoch [17][160/940] lr: 3.962e-01, eta: 2 days, 18:06:17, time: 1.073, data_time: 0.005, memory: 6199, top1_acc: 0.2531, top5_acc: 0.5041, loss_cls: 3.4734, loss: 3.4734, grad_norm: 1.0364 2020-07-31 19:45:22,749 - mmaction - INFO - Epoch [17][180/940] lr: 3.962e-01, eta: 2 days, 18:06:01, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2541, top5_acc: 0.4977, loss_cls: 3.4966, loss: 3.4966, grad_norm: 1.0358 2020-07-31 19:45:43,699 - mmaction - INFO - Epoch [17][200/940] lr: 3.962e-01, eta: 2 days, 18:05:38, time: 1.051, data_time: 0.011, memory: 6199, top1_acc: 0.2582, top5_acc: 0.4955, loss_cls: 3.4692, loss: 3.4692, grad_norm: 1.0278 2020-07-31 19:46:04,349 - mmaction - INFO - Epoch [17][220/940] lr: 3.962e-01, eta: 2 days, 18:05:11, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5191, loss_cls: 3.4329, loss: 3.4329, grad_norm: 1.0237 2020-07-31 19:46:26,012 - mmaction - INFO - Epoch [17][240/940] lr: 3.962e-01, eta: 2 days, 18:04:58, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.2512, top5_acc: 0.4932, loss_cls: 3.5410, loss: 3.5410, grad_norm: 1.0172 2020-07-31 19:46:47,006 - mmaction - INFO - Epoch [17][260/940] lr: 3.962e-01, eta: 2 days, 18:04:34, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.2541, top5_acc: 0.4979, loss_cls: 3.5169, loss: 3.5169, grad_norm: 1.0211 2020-07-31 19:47:08,768 - mmaction - INFO - Epoch [17][280/940] lr: 3.962e-01, eta: 2 days, 18:04:23, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.2582, top5_acc: 0.4984, loss_cls: 3.5053, loss: 3.5053, grad_norm: 1.0182 2020-07-31 19:47:29,561 - mmaction - INFO - Epoch [17][300/940] lr: 3.962e-01, eta: 2 days, 18:03:58, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.2643, top5_acc: 0.5066, loss_cls: 3.4511, loss: 3.4511, grad_norm: 1.0122 2020-07-31 19:47:51,223 - mmaction - INFO - Epoch [17][320/940] lr: 3.962e-01, eta: 2 days, 18:03:45, time: 1.082, data_time: 0.004, memory: 6199, top1_acc: 0.2500, top5_acc: 0.4961, loss_cls: 3.5491, loss: 3.5491, grad_norm: 1.0246 2020-07-31 19:48:12,372 - mmaction - INFO - Epoch [17][340/940] lr: 3.962e-01, eta: 2 days, 18:03:23, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2436, top5_acc: 0.4969, loss_cls: 3.5110, loss: 3.5110, grad_norm: 1.0263 2020-07-31 19:48:33,933 - mmaction - INFO - Epoch [17][360/940] lr: 3.962e-01, eta: 2 days, 18:03:10, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.2469, top5_acc: 0.5008, loss_cls: 3.5403, loss: 3.5403, grad_norm: 1.0347 2020-07-31 19:48:55,600 - mmaction - INFO - Epoch [17][380/940] lr: 3.962e-01, eta: 2 days, 18:02:55, time: 1.080, data_time: 0.005, memory: 6199, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.4691, loss: 3.4691, grad_norm: 1.0432 2020-07-31 19:49:15,954 - mmaction - INFO - Epoch [17][400/940] lr: 3.962e-01, eta: 2 days, 18:02:24, time: 1.021, data_time: 0.010, memory: 6199, top1_acc: 0.2588, top5_acc: 0.5039, loss_cls: 3.4719, loss: 3.4719, grad_norm: 1.0249 2020-07-31 19:49:38,316 - mmaction - INFO - Epoch [17][420/940] lr: 3.962e-01, eta: 2 days, 18:02:21, time: 1.116, data_time: 0.009, memory: 6199, top1_acc: 0.2600, top5_acc: 0.5078, loss_cls: 3.4932, loss: 3.4932, grad_norm: 1.0430 2020-07-31 19:49:58,169 - mmaction - INFO - Epoch [17][440/940] lr: 3.962e-01, eta: 2 days, 18:01:41, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.2641, top5_acc: 0.5002, loss_cls: 3.5023, loss: 3.5023, grad_norm: 1.0062 2020-07-31 19:50:20,759 - mmaction - INFO - Epoch [17][460/940] lr: 3.962e-01, eta: 2 days, 18:01:42, time: 1.130, data_time: 0.008, memory: 6199, top1_acc: 0.2496, top5_acc: 0.4881, loss_cls: 3.5089, loss: 3.5089, grad_norm: 1.0167 2020-07-31 19:50:41,419 - mmaction - INFO - Epoch [17][480/940] lr: 3.962e-01, eta: 2 days, 18:01:14, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.2566, top5_acc: 0.4961, loss_cls: 3.5237, loss: 3.5237, grad_norm: 1.0140 2020-07-31 19:51:03,352 - mmaction - INFO - Epoch [17][500/940] lr: 3.962e-01, eta: 2 days, 18:01:05, time: 1.096, data_time: 0.005, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5154, loss_cls: 3.4257, loss: 3.4257, grad_norm: 1.0410 2020-07-31 19:51:24,093 - mmaction - INFO - Epoch [17][520/940] lr: 3.962e-01, eta: 2 days, 18:00:38, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.2480, top5_acc: 0.5080, loss_cls: 3.5034, loss: 3.5034, grad_norm: 1.0498 2020-07-31 19:51:45,647 - mmaction - INFO - Epoch [17][540/940] lr: 3.962e-01, eta: 2 days, 18:00:24, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.2586, top5_acc: 0.5016, loss_cls: 3.5130, loss: 3.5130, grad_norm: 1.0425 2020-07-31 19:52:07,070 - mmaction - INFO - Epoch [17][560/940] lr: 3.962e-01, eta: 2 days, 18:00:07, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.2527, top5_acc: 0.5037, loss_cls: 3.4822, loss: 3.4822, grad_norm: 1.0322 2020-07-31 19:52:28,801 - mmaction - INFO - Epoch [17][580/940] lr: 3.962e-01, eta: 2 days, 17:59:55, time: 1.087, data_time: 0.006, memory: 6199, top1_acc: 0.2650, top5_acc: 0.5082, loss_cls: 3.4756, loss: 3.4756, grad_norm: 1.0257 2020-07-31 19:52:48,940 - mmaction - INFO - Epoch [17][600/940] lr: 3.962e-01, eta: 2 days, 17:59:20, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.2535, top5_acc: 0.4998, loss_cls: 3.5230, loss: 3.5230, grad_norm: 1.0217 2020-07-31 19:53:10,105 - mmaction - INFO - Epoch [17][620/940] lr: 3.962e-01, eta: 2 days, 17:58:58, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.2562, top5_acc: 0.5037, loss_cls: 3.4954, loss: 3.4954, grad_norm: 1.0240 2020-07-31 19:53:31,537 - mmaction - INFO - Epoch [17][640/940] lr: 3.962e-01, eta: 2 days, 17:58:43, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.2670, top5_acc: 0.5109, loss_cls: 3.4533, loss: 3.4533, grad_norm: 0.9972 2020-07-31 19:53:52,942 - mmaction - INFO - Epoch [17][660/940] lr: 3.962e-01, eta: 2 days, 17:58:25, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.2586, top5_acc: 0.4934, loss_cls: 3.5162, loss: 3.5162, grad_norm: 1.0448 2020-07-31 19:54:13,669 - mmaction - INFO - Epoch [17][680/940] lr: 3.962e-01, eta: 2 days, 17:57:58, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.2568, top5_acc: 0.5029, loss_cls: 3.4813, loss: 3.4813, grad_norm: 1.0479 2020-07-31 19:54:35,994 - mmaction - INFO - Epoch [17][700/940] lr: 3.962e-01, eta: 2 days, 17:57:55, time: 1.117, data_time: 0.009, memory: 6199, top1_acc: 0.2572, top5_acc: 0.4971, loss_cls: 3.5262, loss: 3.5262, grad_norm: 1.0372 2020-07-31 19:54:57,707 - mmaction - INFO - Epoch [17][720/940] lr: 3.962e-01, eta: 2 days, 17:57:42, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.2576, top5_acc: 0.4938, loss_cls: 3.5417, loss: 3.5417, grad_norm: 1.0181 2020-07-31 19:55:17,955 - mmaction - INFO - Epoch [17][740/940] lr: 3.962e-01, eta: 2 days, 17:57:08, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.2592, top5_acc: 0.4932, loss_cls: 3.5224, loss: 3.5224, grad_norm: 1.0193 2020-07-31 19:55:38,665 - mmaction - INFO - Epoch [17][760/940] lr: 3.962e-01, eta: 2 days, 17:56:42, time: 1.039, data_time: 0.010, memory: 6199, top1_acc: 0.2648, top5_acc: 0.5082, loss_cls: 3.4584, loss: 3.4584, grad_norm: 1.0090 2020-07-31 19:56:00,077 - mmaction - INFO - Epoch [17][780/940] lr: 3.962e-01, eta: 2 days, 17:56:25, time: 1.072, data_time: 0.005, memory: 6199, top1_acc: 0.2500, top5_acc: 0.4871, loss_cls: 3.5718, loss: 3.5718, grad_norm: 1.0173 2020-07-31 19:56:20,467 - mmaction - INFO - Epoch [17][800/940] lr: 3.962e-01, eta: 2 days, 17:55:53, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.2570, top5_acc: 0.4977, loss_cls: 3.4835, loss: 3.4835, grad_norm: 1.0113 2020-07-31 19:56:42,417 - mmaction - INFO - Epoch [17][820/940] lr: 3.962e-01, eta: 2 days, 17:55:44, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.2570, top5_acc: 0.5018, loss_cls: 3.5060, loss: 3.5060, grad_norm: 1.0327 2020-07-31 19:57:03,550 - mmaction - INFO - Epoch [17][840/940] lr: 3.962e-01, eta: 2 days, 17:55:23, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.2504, top5_acc: 0.5035, loss_cls: 3.5038, loss: 3.5038, grad_norm: 1.0257 2020-07-31 19:57:25,684 - mmaction - INFO - Epoch [17][860/940] lr: 3.962e-01, eta: 2 days, 17:55:16, time: 1.107, data_time: 0.008, memory: 6199, top1_acc: 0.2568, top5_acc: 0.5139, loss_cls: 3.5040, loss: 3.5040, grad_norm: 1.0283 2020-07-31 19:57:46,528 - mmaction - INFO - Epoch [17][880/940] lr: 3.962e-01, eta: 2 days, 17:54:52, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.2457, top5_acc: 0.4955, loss_cls: 3.5439, loss: 3.5439, grad_norm: 1.0406 2020-07-31 19:58:08,302 - mmaction - INFO - Epoch [17][900/940] lr: 3.962e-01, eta: 2 days, 17:54:39, time: 1.087, data_time: 0.005, memory: 6199, top1_acc: 0.2557, top5_acc: 0.4965, loss_cls: 3.5340, loss: 3.5340, grad_norm: 1.0052 2020-07-31 19:58:30,252 - mmaction - INFO - Epoch [17][920/940] lr: 3.962e-01, eta: 2 days, 17:54:28, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.2531, top5_acc: 0.5025, loss_cls: 3.5210, loss: 3.5210, grad_norm: 1.0293 2020-07-31 19:58:49,356 - mmaction - INFO - Epoch [17][940/940] lr: 3.962e-01, eta: 2 days, 17:53:40, time: 0.960, data_time: 0.010, memory: 6199, top1_acc: 0.2551, top5_acc: 0.4949, loss_cls: 3.5163, loss: 3.5163, grad_norm: 1.0143 2020-07-31 19:59:20,280 - mmaction - INFO - Epoch [18][20/940] lr: 3.957e-01, eta: 2 days, 17:55:33, time: 1.532, data_time: 0.479, memory: 6199, top1_acc: 0.2646, top5_acc: 0.5135, loss_cls: 3.4537, loss: 3.4537, grad_norm: 1.0194 2020-07-31 19:59:40,924 - mmaction - INFO - Epoch [18][40/940] lr: 3.957e-01, eta: 2 days, 17:55:05, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.2613, top5_acc: 0.5021, loss_cls: 3.4760, loss: 3.4760, grad_norm: 1.0112 2020-07-31 20:00:01,379 - mmaction - INFO - Epoch [18][60/940] lr: 3.957e-01, eta: 2 days, 17:54:35, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2607, top5_acc: 0.5086, loss_cls: 3.4437, loss: 3.4437, grad_norm: 1.0362 2020-07-31 20:00:25,135 - mmaction - INFO - Epoch [18][80/940] lr: 3.957e-01, eta: 2 days, 17:54:46, time: 1.172, data_time: 0.007, memory: 6199, top1_acc: 0.2654, top5_acc: 0.5029, loss_cls: 3.4612, loss: 3.4612, grad_norm: 1.0528 2020-07-31 20:00:46,671 - mmaction - INFO - Epoch [18][100/940] lr: 3.957e-01, eta: 2 days, 17:54:35, time: 1.092, data_time: 0.029, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5100, loss_cls: 3.4197, loss: 3.4197, grad_norm: 1.0267 2020-07-31 20:01:08,127 - mmaction - INFO - Epoch [18][120/940] lr: 3.957e-01, eta: 2 days, 17:54:18, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.2576, top5_acc: 0.4982, loss_cls: 3.5171, loss: 3.5171, grad_norm: 1.0080 2020-07-31 20:01:29,555 - mmaction - INFO - Epoch [18][140/940] lr: 3.957e-01, eta: 2 days, 17:54:01, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.2596, top5_acc: 0.5035, loss_cls: 3.5055, loss: 3.5055, grad_norm: 1.0413 2020-07-31 20:01:50,239 - mmaction - INFO - Epoch [18][160/940] lr: 3.957e-01, eta: 2 days, 17:53:34, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.2604, top5_acc: 0.5090, loss_cls: 3.4482, loss: 3.4482, grad_norm: 1.0143 2020-07-31 20:02:12,082 - mmaction - INFO - Epoch [18][180/940] lr: 3.957e-01, eta: 2 days, 17:53:23, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.2533, top5_acc: 0.5105, loss_cls: 3.4905, loss: 3.4905, grad_norm: 1.0325 2020-07-31 20:02:32,995 - mmaction - INFO - Epoch [18][200/940] lr: 3.957e-01, eta: 2 days, 17:52:58, time: 1.044, data_time: 0.004, memory: 6199, top1_acc: 0.2586, top5_acc: 0.5107, loss_cls: 3.4494, loss: 3.4494, grad_norm: 1.0320 2020-07-31 20:02:53,941 - mmaction - INFO - Epoch [18][220/940] lr: 3.957e-01, eta: 2 days, 17:52:33, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.2617, top5_acc: 0.5062, loss_cls: 3.4633, loss: 3.4633, grad_norm: 1.0486 2020-07-31 20:03:14,094 - mmaction - INFO - Epoch [18][240/940] lr: 3.957e-01, eta: 2 days, 17:52:00, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.2635, top5_acc: 0.5039, loss_cls: 3.4620, loss: 3.4620, grad_norm: 1.0558 2020-07-31 20:03:35,306 - mmaction - INFO - Epoch [18][260/940] lr: 3.957e-01, eta: 2 days, 17:51:39, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.2680, top5_acc: 0.4963, loss_cls: 3.5039, loss: 3.5039, grad_norm: 1.0410 2020-07-31 20:03:56,663 - mmaction - INFO - Epoch [18][280/940] lr: 3.957e-01, eta: 2 days, 17:51:21, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.2580, top5_acc: 0.5031, loss_cls: 3.5083, loss: 3.5083, grad_norm: 1.0497 2020-07-31 20:04:16,847 - mmaction - INFO - Epoch [18][300/940] lr: 3.957e-01, eta: 2 days, 17:50:47, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.2588, top5_acc: 0.5027, loss_cls: 3.4896, loss: 3.4896, grad_norm: 1.0108 2020-07-31 20:04:38,629 - mmaction - INFO - Epoch [18][320/940] lr: 3.957e-01, eta: 2 days, 17:50:36, time: 1.092, data_time: 0.010, memory: 6199, top1_acc: 0.2600, top5_acc: 0.5154, loss_cls: 3.4464, loss: 3.4464, grad_norm: 1.0049 2020-07-31 20:04:59,821 - mmaction - INFO - Epoch [18][340/940] lr: 3.957e-01, eta: 2 days, 17:50:15, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.2691, top5_acc: 0.5098, loss_cls: 3.4510, loss: 3.4510, grad_norm: 1.0289 2020-07-31 20:05:21,899 - mmaction - INFO - Epoch [18][360/940] lr: 3.957e-01, eta: 2 days, 17:50:07, time: 1.105, data_time: 0.006, memory: 6199, top1_acc: 0.2617, top5_acc: 0.5012, loss_cls: 3.4600, loss: 3.4600, grad_norm: 1.0276 2020-07-31 20:05:43,688 - mmaction - INFO - Epoch [18][380/940] lr: 3.957e-01, eta: 2 days, 17:49:55, time: 1.089, data_time: 0.002, memory: 6199, top1_acc: 0.2645, top5_acc: 0.5070, loss_cls: 3.4541, loss: 3.4541, grad_norm: 1.0248 2020-07-31 20:06:04,328 - mmaction - INFO - Epoch [18][400/940] lr: 3.957e-01, eta: 2 days, 17:49:27, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.2619, top5_acc: 0.5078, loss_cls: 3.4457, loss: 3.4457, grad_norm: 1.0330 2020-07-31 20:06:25,613 - mmaction - INFO - Epoch [18][420/940] lr: 3.957e-01, eta: 2 days, 17:49:08, time: 1.063, data_time: 0.004, memory: 6199, top1_acc: 0.2635, top5_acc: 0.5273, loss_cls: 3.4309, loss: 3.4309, grad_norm: 1.0373 2020-07-31 20:06:47,962 - mmaction - INFO - Epoch [18][440/940] lr: 3.957e-01, eta: 2 days, 17:49:03, time: 1.119, data_time: 0.003, memory: 6199, top1_acc: 0.2564, top5_acc: 0.5068, loss_cls: 3.4979, loss: 3.4979, grad_norm: 1.0362 2020-07-31 20:07:08,949 - mmaction - INFO - Epoch [18][460/940] lr: 3.957e-01, eta: 2 days, 17:48:40, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2527, top5_acc: 0.4992, loss_cls: 3.4838, loss: 3.4838, grad_norm: 1.0361 2020-07-31 20:07:30,366 - mmaction - INFO - Epoch [18][480/940] lr: 3.957e-01, eta: 2 days, 17:48:22, time: 1.070, data_time: 0.010, memory: 6199, top1_acc: 0.2611, top5_acc: 0.5053, loss_cls: 3.4764, loss: 3.4764, grad_norm: 1.0025 2020-07-31 20:07:51,037 - mmaction - INFO - Epoch [18][500/940] lr: 3.957e-01, eta: 2 days, 17:47:55, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.2580, top5_acc: 0.4906, loss_cls: 3.5088, loss: 3.5088, grad_norm: 1.0332 2020-07-31 20:08:12,927 - mmaction - INFO - Epoch [18][520/940] lr: 3.957e-01, eta: 2 days, 17:47:44, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.2586, top5_acc: 0.5062, loss_cls: 3.5016, loss: 3.5016, grad_norm: 1.0292 2020-07-31 20:08:33,140 - mmaction - INFO - Epoch [18][540/940] lr: 3.957e-01, eta: 2 days, 17:47:10, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.2541, top5_acc: 0.5033, loss_cls: 3.4931, loss: 3.4931, grad_norm: 1.0320 2020-07-31 20:08:55,972 - mmaction - INFO - Epoch [18][560/940] lr: 3.957e-01, eta: 2 days, 17:47:12, time: 1.141, data_time: 0.008, memory: 6199, top1_acc: 0.2660, top5_acc: 0.5174, loss_cls: 3.4289, loss: 3.4289, grad_norm: 1.0351 2020-07-31 20:09:17,563 - mmaction - INFO - Epoch [18][580/940] lr: 3.957e-01, eta: 2 days, 17:46:58, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.2488, top5_acc: 0.4980, loss_cls: 3.5123, loss: 3.5123, grad_norm: 1.0458 2020-07-31 20:09:38,973 - mmaction - INFO - Epoch [18][600/940] lr: 3.957e-01, eta: 2 days, 17:46:39, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.2504, top5_acc: 0.5055, loss_cls: 3.5143, loss: 3.5143, grad_norm: 1.0160 2020-07-31 20:09:59,995 - mmaction - INFO - Epoch [18][620/940] lr: 3.957e-01, eta: 2 days, 17:46:17, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.2617, top5_acc: 0.5033, loss_cls: 3.4903, loss: 3.4903, grad_norm: 1.0365 2020-07-31 20:10:20,708 - mmaction - INFO - Epoch [18][640/940] lr: 3.957e-01, eta: 2 days, 17:45:50, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.2594, top5_acc: 0.5043, loss_cls: 3.4869, loss: 3.4869, grad_norm: 1.0422 2020-07-31 20:10:41,558 - mmaction - INFO - Epoch [18][660/940] lr: 3.957e-01, eta: 2 days, 17:45:26, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5080, loss_cls: 3.4495, loss: 3.4495, grad_norm: 1.0279 2020-07-31 20:11:03,163 - mmaction - INFO - Epoch [18][680/940] lr: 3.957e-01, eta: 2 days, 17:45:10, time: 1.076, data_time: 0.006, memory: 6199, top1_acc: 0.2533, top5_acc: 0.4959, loss_cls: 3.4944, loss: 3.4944, grad_norm: 1.0302 2020-07-31 20:11:23,683 - mmaction - INFO - Epoch [18][700/940] lr: 3.957e-01, eta: 2 days, 17:44:41, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.2475, top5_acc: 0.4959, loss_cls: 3.5084, loss: 3.5084, grad_norm: 1.0245 2020-07-31 20:11:45,338 - mmaction - INFO - Epoch [18][720/940] lr: 3.957e-01, eta: 2 days, 17:44:27, time: 1.084, data_time: 0.009, memory: 6199, top1_acc: 0.2645, top5_acc: 0.5039, loss_cls: 3.4793, loss: 3.4793, grad_norm: 1.0471 2020-07-31 20:12:06,099 - mmaction - INFO - Epoch [18][740/940] lr: 3.957e-01, eta: 2 days, 17:44:01, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.2664, top5_acc: 0.5121, loss_cls: 3.4544, loss: 3.4544, grad_norm: 1.0455 2020-07-31 20:12:27,931 - mmaction - INFO - Epoch [18][760/940] lr: 3.957e-01, eta: 2 days, 17:43:49, time: 1.090, data_time: 0.002, memory: 6199, top1_acc: 0.2590, top5_acc: 0.4959, loss_cls: 3.4850, loss: 3.4850, grad_norm: 1.0247 2020-07-31 20:12:48,652 - mmaction - INFO - Epoch [18][780/940] lr: 3.957e-01, eta: 2 days, 17:43:22, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.2533, top5_acc: 0.5010, loss_cls: 3.5064, loss: 3.5064, grad_norm: 1.0405 2020-07-31 20:13:10,027 - mmaction - INFO - Epoch [18][800/940] lr: 3.957e-01, eta: 2 days, 17:43:04, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2691, top5_acc: 0.4994, loss_cls: 3.4803, loss: 3.4803, grad_norm: 1.0154 2020-07-31 20:13:31,606 - mmaction - INFO - Epoch [18][820/940] lr: 3.957e-01, eta: 2 days, 17:42:49, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.2527, top5_acc: 0.5051, loss_cls: 3.4829, loss: 3.4829, grad_norm: 1.0213 2020-07-31 20:13:52,109 - mmaction - INFO - Epoch [18][840/940] lr: 3.957e-01, eta: 2 days, 17:42:20, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.2521, top5_acc: 0.4896, loss_cls: 3.5374, loss: 3.5374, grad_norm: 1.0178 2020-07-31 20:14:13,201 - mmaction - INFO - Epoch [18][860/940] lr: 3.957e-01, eta: 2 days, 17:41:58, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.2570, top5_acc: 0.4912, loss_cls: 3.5408, loss: 3.5408, grad_norm: 1.0200 2020-07-31 20:14:34,152 - mmaction - INFO - Epoch [18][880/940] lr: 3.957e-01, eta: 2 days, 17:41:35, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.2580, top5_acc: 0.5025, loss_cls: 3.4746, loss: 3.4746, grad_norm: 1.0217 2020-07-31 20:14:55,528 - mmaction - INFO - Epoch [18][900/940] lr: 3.957e-01, eta: 2 days, 17:41:16, time: 1.066, data_time: 0.004, memory: 6199, top1_acc: 0.2520, top5_acc: 0.5047, loss_cls: 3.5118, loss: 3.5118, grad_norm: 1.0264 2020-07-31 20:15:16,370 - mmaction - INFO - Epoch [18][920/940] lr: 3.957e-01, eta: 2 days, 17:40:51, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.2584, top5_acc: 0.4941, loss_cls: 3.5019, loss: 3.5019, grad_norm: 1.0576 2020-07-31 20:15:37,189 - mmaction - INFO - Epoch [18][940/940] lr: 3.957e-01, eta: 2 days, 17:40:26, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.2656, top5_acc: 0.5097, loss_cls: 3.4527, loss: 3.4527, grad_norm: 1.0289 2020-07-31 20:16:45,942 - mmaction - INFO - Epoch [19][20/940] lr: 3.951e-01, eta: 2 days, 17:50:28, time: 3.415, data_time: 0.615, memory: 6199, top1_acc: 0.2604, top5_acc: 0.5154, loss_cls: 3.4254, loss: 3.4254, grad_norm: 1.0176 2020-07-31 20:17:04,981 - mmaction - INFO - Epoch [19][40/940] lr: 3.951e-01, eta: 2 days, 17:49:39, time: 0.954, data_time: 0.008, memory: 6199, top1_acc: 0.2656, top5_acc: 0.5229, loss_cls: 3.4018, loss: 3.4018, grad_norm: 1.0382 2020-07-31 20:17:25,517 - mmaction - INFO - Epoch [19][60/940] lr: 3.951e-01, eta: 2 days, 17:49:09, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.2586, top5_acc: 0.5121, loss_cls: 3.4819, loss: 3.4819, grad_norm: 1.0123 2020-07-31 20:17:46,119 - mmaction - INFO - Epoch [19][80/940] lr: 3.951e-01, eta: 2 days, 17:48:40, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2537, top5_acc: 0.5012, loss_cls: 3.4880, loss: 3.4880, grad_norm: 1.0373 2020-07-31 20:18:06,502 - mmaction - INFO - Epoch [19][100/940] lr: 3.951e-01, eta: 2 days, 17:48:08, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.2592, top5_acc: 0.5084, loss_cls: 3.4787, loss: 3.4787, grad_norm: 1.0246 2020-07-31 20:18:26,645 - mmaction - INFO - Epoch [19][120/940] lr: 3.951e-01, eta: 2 days, 17:47:34, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.2729, top5_acc: 0.5139, loss_cls: 3.4319, loss: 3.4319, grad_norm: 1.0332 2020-07-31 20:18:46,936 - mmaction - INFO - Epoch [19][140/940] lr: 3.951e-01, eta: 2 days, 17:47:01, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.2525, top5_acc: 0.4959, loss_cls: 3.5131, loss: 3.5131, grad_norm: 1.0446 2020-07-31 20:19:07,950 - mmaction - INFO - Epoch [19][160/940] lr: 3.951e-01, eta: 2 days, 17:46:37, time: 1.049, data_time: 0.004, memory: 6199, top1_acc: 0.2566, top5_acc: 0.5062, loss_cls: 3.4715, loss: 3.4715, grad_norm: 1.0144 2020-07-31 20:19:27,659 - mmaction - INFO - Epoch [19][180/940] lr: 3.951e-01, eta: 2 days, 17:45:56, time: 0.981, data_time: 0.007, memory: 6199, top1_acc: 0.2732, top5_acc: 0.5129, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.0410 2020-07-31 20:19:48,328 - mmaction - INFO - Epoch [19][200/940] lr: 3.951e-01, eta: 2 days, 17:45:29, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.2730, top5_acc: 0.5070, loss_cls: 3.4191, loss: 3.4191, grad_norm: 1.0370 2020-07-31 20:20:10,363 - mmaction - INFO - Epoch [19][220/940] lr: 3.951e-01, eta: 2 days, 17:45:19, time: 1.103, data_time: 0.008, memory: 6199, top1_acc: 0.2697, top5_acc: 0.5102, loss_cls: 3.4153, loss: 3.4153, grad_norm: 1.0374 2020-07-31 20:20:30,620 - mmaction - INFO - Epoch [19][240/940] lr: 3.951e-01, eta: 2 days, 17:44:45, time: 1.012, data_time: 0.003, memory: 6199, top1_acc: 0.2590, top5_acc: 0.4979, loss_cls: 3.4854, loss: 3.4854, grad_norm: 1.0509 2020-07-31 20:20:50,905 - mmaction - INFO - Epoch [19][260/940] lr: 3.951e-01, eta: 2 days, 17:44:12, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.2557, top5_acc: 0.5129, loss_cls: 3.4509, loss: 3.4509, grad_norm: 1.0256 2020-07-31 20:21:12,486 - mmaction - INFO - Epoch [19][280/940] lr: 3.951e-01, eta: 2 days, 17:43:57, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.2658, top5_acc: 0.5125, loss_cls: 3.4500, loss: 3.4500, grad_norm: 1.0587 2020-07-31 20:21:33,083 - mmaction - INFO - Epoch [19][300/940] lr: 3.951e-01, eta: 2 days, 17:43:27, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.2689, top5_acc: 0.5125, loss_cls: 3.4287, loss: 3.4287, grad_norm: 1.0353 2020-07-31 20:21:52,995 - mmaction - INFO - Epoch [19][320/940] lr: 3.951e-01, eta: 2 days, 17:42:50, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.2639, top5_acc: 0.5105, loss_cls: 3.4465, loss: 3.4465, grad_norm: 1.0591 2020-07-31 20:22:13,370 - mmaction - INFO - Epoch [19][340/940] lr: 3.951e-01, eta: 2 days, 17:42:18, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.2627, top5_acc: 0.5031, loss_cls: 3.5026, loss: 3.5026, grad_norm: 1.0413 2020-07-31 20:22:34,061 - mmaction - INFO - Epoch [19][360/940] lr: 3.951e-01, eta: 2 days, 17:41:51, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2592, top5_acc: 0.5066, loss_cls: 3.4693, loss: 3.4693, grad_norm: 1.0324 2020-07-31 20:22:55,124 - mmaction - INFO - Epoch [19][380/940] lr: 3.951e-01, eta: 2 days, 17:41:28, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.2662, top5_acc: 0.5145, loss_cls: 3.4319, loss: 3.4319, grad_norm: 1.0207 2020-07-31 20:23:15,295 - mmaction - INFO - Epoch [19][400/940] lr: 3.951e-01, eta: 2 days, 17:40:54, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.2541, top5_acc: 0.5115, loss_cls: 3.4874, loss: 3.4874, grad_norm: 1.0433 2020-07-31 20:23:35,134 - mmaction - INFO - Epoch [19][420/940] lr: 3.951e-01, eta: 2 days, 17:40:16, time: 0.992, data_time: 0.004, memory: 6199, top1_acc: 0.2615, top5_acc: 0.5049, loss_cls: 3.4532, loss: 3.4532, grad_norm: 1.0516 2020-07-31 20:23:56,164 - mmaction - INFO - Epoch [19][440/940] lr: 3.951e-01, eta: 2 days, 17:39:52, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.2684, top5_acc: 0.5043, loss_cls: 3.4540, loss: 3.4540, grad_norm: 1.0496 2020-07-31 20:24:17,214 - mmaction - INFO - Epoch [19][460/940] lr: 3.951e-01, eta: 2 days, 17:39:30, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2713, top5_acc: 0.5178, loss_cls: 3.4341, loss: 3.4341, grad_norm: 1.0206 2020-07-31 20:24:37,872 - mmaction - INFO - Epoch [19][480/940] lr: 3.951e-01, eta: 2 days, 17:39:02, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.2645, top5_acc: 0.5117, loss_cls: 3.4373, loss: 3.4373, grad_norm: 1.0730 2020-07-31 20:24:57,660 - mmaction - INFO - Epoch [19][500/940] lr: 3.951e-01, eta: 2 days, 17:38:24, time: 0.990, data_time: 0.003, memory: 6199, top1_acc: 0.2631, top5_acc: 0.5107, loss_cls: 3.4928, loss: 3.4928, grad_norm: 1.0280 2020-07-31 20:25:18,640 - mmaction - INFO - Epoch [19][520/940] lr: 3.951e-01, eta: 2 days, 17:37:59, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.2676, top5_acc: 0.5068, loss_cls: 3.4390, loss: 3.4390, grad_norm: 1.0258 2020-07-31 20:25:39,592 - mmaction - INFO - Epoch [19][540/940] lr: 3.951e-01, eta: 2 days, 17:37:36, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.2668, top5_acc: 0.5062, loss_cls: 3.4723, loss: 3.4723, grad_norm: 1.0421 2020-07-31 20:26:00,280 - mmaction - INFO - Epoch [19][560/940] lr: 3.951e-01, eta: 2 days, 17:37:08, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.2643, top5_acc: 0.5129, loss_cls: 3.4563, loss: 3.4563, grad_norm: 1.0339 2020-07-31 20:26:20,610 - mmaction - INFO - Epoch [19][580/940] lr: 3.951e-01, eta: 2 days, 17:36:36, time: 1.017, data_time: 0.012, memory: 6199, top1_acc: 0.2635, top5_acc: 0.5033, loss_cls: 3.4835, loss: 3.4835, grad_norm: 1.0460 2020-07-31 20:26:40,899 - mmaction - INFO - Epoch [19][600/940] lr: 3.951e-01, eta: 2 days, 17:36:04, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.2705, top5_acc: 0.5189, loss_cls: 3.4260, loss: 3.4260, grad_norm: 1.0253 2020-07-31 20:27:01,637 - mmaction - INFO - Epoch [19][620/940] lr: 3.951e-01, eta: 2 days, 17:35:37, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.2537, top5_acc: 0.4930, loss_cls: 3.5137, loss: 3.5137, grad_norm: 1.0325 2020-07-31 20:27:22,700 - mmaction - INFO - Epoch [19][640/940] lr: 3.951e-01, eta: 2 days, 17:35:15, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.2605, top5_acc: 0.5053, loss_cls: 3.4648, loss: 3.4648, grad_norm: 1.0217 2020-07-31 20:27:42,580 - mmaction - INFO - Epoch [19][660/940] lr: 3.951e-01, eta: 2 days, 17:34:37, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.2561, top5_acc: 0.5076, loss_cls: 3.4659, loss: 3.4659, grad_norm: 1.0479 2020-07-31 20:28:03,588 - mmaction - INFO - Epoch [19][680/940] lr: 3.951e-01, eta: 2 days, 17:34:14, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2639, top5_acc: 0.5100, loss_cls: 3.4540, loss: 3.4540, grad_norm: 1.0499 2020-07-31 20:28:23,926 - mmaction - INFO - Epoch [19][700/940] lr: 3.951e-01, eta: 2 days, 17:33:43, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.2691, top5_acc: 0.5211, loss_cls: 3.4073, loss: 3.4073, grad_norm: 1.0302 2020-07-31 20:28:44,528 - mmaction - INFO - Epoch [19][720/940] lr: 3.951e-01, eta: 2 days, 17:33:14, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.2639, top5_acc: 0.5092, loss_cls: 3.4720, loss: 3.4720, grad_norm: 1.0478 2020-07-31 20:29:05,343 - mmaction - INFO - Epoch [19][740/940] lr: 3.951e-01, eta: 2 days, 17:32:49, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.2535, top5_acc: 0.5018, loss_cls: 3.4995, loss: 3.4995, grad_norm: 1.0445 2020-07-31 20:29:25,514 - mmaction - INFO - Epoch [19][760/940] lr: 3.951e-01, eta: 2 days, 17:32:15, time: 1.007, data_time: 0.002, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5078, loss_cls: 3.4721, loss: 3.4721, grad_norm: 1.0264 2020-07-31 20:29:46,737 - mmaction - INFO - Epoch [19][780/940] lr: 3.951e-01, eta: 2 days, 17:31:54, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.2553, top5_acc: 0.4947, loss_cls: 3.5111, loss: 3.5111, grad_norm: 1.0331 2020-07-31 20:30:06,686 - mmaction - INFO - Epoch [19][800/940] lr: 3.951e-01, eta: 2 days, 17:31:17, time: 0.998, data_time: 0.011, memory: 6199, top1_acc: 0.2668, top5_acc: 0.5102, loss_cls: 3.4171, loss: 3.4171, grad_norm: 1.0282 2020-07-31 20:30:27,640 - mmaction - INFO - Epoch [19][820/940] lr: 3.951e-01, eta: 2 days, 17:30:53, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.2543, top5_acc: 0.5037, loss_cls: 3.5092, loss: 3.5092, grad_norm: 1.0401 2020-07-31 20:30:48,166 - mmaction - INFO - Epoch [19][840/940] lr: 3.951e-01, eta: 2 days, 17:30:25, time: 1.028, data_time: 0.011, memory: 6199, top1_acc: 0.2795, top5_acc: 0.5217, loss_cls: 3.3965, loss: 3.3965, grad_norm: 1.0187 2020-07-31 20:31:08,807 - mmaction - INFO - Epoch [19][860/940] lr: 3.951e-01, eta: 2 days, 17:29:57, time: 1.032, data_time: 0.011, memory: 6199, top1_acc: 0.2568, top5_acc: 0.5141, loss_cls: 3.4451, loss: 3.4451, grad_norm: 1.0410 2020-07-31 20:31:29,065 - mmaction - INFO - Epoch [19][880/940] lr: 3.951e-01, eta: 2 days, 17:29:25, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.2619, top5_acc: 0.5002, loss_cls: 3.5055, loss: 3.5055, grad_norm: 1.0529 2020-07-31 20:31:49,044 - mmaction - INFO - Epoch [19][900/940] lr: 3.951e-01, eta: 2 days, 17:28:49, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.2666, top5_acc: 0.5078, loss_cls: 3.4828, loss: 3.4828, grad_norm: 1.0476 2020-07-31 20:32:08,797 - mmaction - INFO - Epoch [19][920/940] lr: 3.951e-01, eta: 2 days, 17:28:10, time: 0.987, data_time: 0.003, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5094, loss_cls: 3.4599, loss: 3.4599, grad_norm: 1.0238 2020-07-31 20:32:27,469 - mmaction - INFO - Epoch [19][940/940] lr: 3.951e-01, eta: 2 days, 17:27:18, time: 0.932, data_time: 0.008, memory: 6199, top1_acc: 0.2683, top5_acc: 0.5122, loss_cls: 3.4345, loss: 3.4345, grad_norm: 1.0796 2020-07-31 20:32:58,079 - mmaction - INFO - Epoch [20][20/940] lr: 3.946e-01, eta: 2 days, 17:28:50, time: 1.514, data_time: 0.489, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5082, loss_cls: 3.4391, loss: 3.4391, grad_norm: 1.0167 2020-07-31 20:33:17,686 - mmaction - INFO - Epoch [20][40/940] lr: 3.946e-01, eta: 2 days, 17:28:10, time: 0.981, data_time: 0.004, memory: 6199, top1_acc: 0.2531, top5_acc: 0.5039, loss_cls: 3.4988, loss: 3.4988, grad_norm: 1.0458 2020-07-31 20:33:37,514 - mmaction - INFO - Epoch [20][60/940] lr: 3.946e-01, eta: 2 days, 17:27:31, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.2705, top5_acc: 0.5168, loss_cls: 3.4397, loss: 3.4397, grad_norm: 1.0443 2020-07-31 20:33:57,455 - mmaction - INFO - Epoch [20][80/940] lr: 3.946e-01, eta: 2 days, 17:26:56, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.2629, top5_acc: 0.5039, loss_cls: 3.4814, loss: 3.4814, grad_norm: 1.0509 2020-07-31 20:34:17,375 - mmaction - INFO - Epoch [20][100/940] lr: 3.946e-01, eta: 2 days, 17:26:19, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.2639, top5_acc: 0.5156, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0476 2020-07-31 20:34:37,439 - mmaction - INFO - Epoch [20][120/940] lr: 3.946e-01, eta: 2 days, 17:25:45, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.2609, top5_acc: 0.5148, loss_cls: 3.4393, loss: 3.4393, grad_norm: 1.0321 2020-07-31 20:34:57,932 - mmaction - INFO - Epoch [20][140/940] lr: 3.946e-01, eta: 2 days, 17:25:15, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2691, top5_acc: 0.5178, loss_cls: 3.4476, loss: 3.4476, grad_norm: 1.0501 2020-07-31 20:35:17,778 - mmaction - INFO - Epoch [20][160/940] lr: 3.946e-01, eta: 2 days, 17:24:37, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.2680, top5_acc: 0.5025, loss_cls: 3.4613, loss: 3.4613, grad_norm: 1.0364 2020-07-31 20:35:38,210 - mmaction - INFO - Epoch [20][180/940] lr: 3.946e-01, eta: 2 days, 17:24:08, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.2555, top5_acc: 0.4975, loss_cls: 3.4789, loss: 3.4789, grad_norm: 1.0492 2020-07-31 20:35:58,918 - mmaction - INFO - Epoch [20][200/940] lr: 3.946e-01, eta: 2 days, 17:23:40, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.2654, top5_acc: 0.5064, loss_cls: 3.4691, loss: 3.4691, grad_norm: 1.0465 2020-07-31 20:36:19,836 - mmaction - INFO - Epoch [20][220/940] lr: 3.946e-01, eta: 2 days, 17:23:17, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2664, top5_acc: 0.5072, loss_cls: 3.4567, loss: 3.4567, grad_norm: 1.0434 2020-07-31 20:36:39,811 - mmaction - INFO - Epoch [20][240/940] lr: 3.946e-01, eta: 2 days, 17:22:42, time: 1.002, data_time: 0.010, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5115, loss_cls: 3.4220, loss: 3.4220, grad_norm: 1.0365 2020-07-31 20:37:00,233 - mmaction - INFO - Epoch [20][260/940] lr: 3.946e-01, eta: 2 days, 17:22:11, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.2689, top5_acc: 0.5154, loss_cls: 3.4466, loss: 3.4466, grad_norm: 1.0602 2020-07-31 20:37:20,807 - mmaction - INFO - Epoch [20][280/940] lr: 3.946e-01, eta: 2 days, 17:21:43, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5291, loss_cls: 3.3952, loss: 3.3952, grad_norm: 1.0553 2020-07-31 20:37:40,554 - mmaction - INFO - Epoch [20][300/940] lr: 3.946e-01, eta: 2 days, 17:21:04, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.2699, top5_acc: 0.5139, loss_cls: 3.3944, loss: 3.3944, grad_norm: 1.0515 2020-07-31 20:38:01,151 - mmaction - INFO - Epoch [20][320/940] lr: 3.946e-01, eta: 2 days, 17:20:37, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5180, loss_cls: 3.4226, loss: 3.4226, grad_norm: 1.0355 2020-07-31 20:38:22,243 - mmaction - INFO - Epoch [20][340/940] lr: 3.946e-01, eta: 2 days, 17:20:15, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.2590, top5_acc: 0.4973, loss_cls: 3.4949, loss: 3.4949, grad_norm: 1.0636 2020-07-31 20:38:42,661 - mmaction - INFO - Epoch [20][360/940] lr: 3.946e-01, eta: 2 days, 17:19:44, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5127, loss_cls: 3.4529, loss: 3.4529, grad_norm: 1.0591 2020-07-31 20:39:02,924 - mmaction - INFO - Epoch [20][380/940] lr: 3.946e-01, eta: 2 days, 17:19:13, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5199, loss_cls: 3.4269, loss: 3.4269, grad_norm: 1.0395 2020-07-31 20:39:23,680 - mmaction - INFO - Epoch [20][400/940] lr: 3.946e-01, eta: 2 days, 17:18:47, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.2525, top5_acc: 0.5037, loss_cls: 3.4791, loss: 3.4791, grad_norm: 1.0517 2020-07-31 20:39:44,217 - mmaction - INFO - Epoch [20][420/940] lr: 3.946e-01, eta: 2 days, 17:18:19, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.2908, top5_acc: 0.5340, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.0510 2020-07-31 20:40:04,197 - mmaction - INFO - Epoch [20][440/940] lr: 3.946e-01, eta: 2 days, 17:17:43, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.2588, top5_acc: 0.5004, loss_cls: 3.4920, loss: 3.4920, grad_norm: 1.0747 2020-07-31 20:40:24,110 - mmaction - INFO - Epoch [20][460/940] lr: 3.946e-01, eta: 2 days, 17:17:07, time: 0.995, data_time: 0.004, memory: 6199, top1_acc: 0.2561, top5_acc: 0.5025, loss_cls: 3.5079, loss: 3.5079, grad_norm: 1.0432 2020-07-31 20:40:44,488 - mmaction - INFO - Epoch [20][480/940] lr: 3.946e-01, eta: 2 days, 17:16:36, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4247, loss: 3.4247, grad_norm: 1.0192 2020-07-31 20:41:04,769 - mmaction - INFO - Epoch [20][500/940] lr: 3.946e-01, eta: 2 days, 17:16:05, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5221, loss_cls: 3.4052, loss: 3.4052, grad_norm: 1.0471 2020-07-31 20:41:25,573 - mmaction - INFO - Epoch [20][520/940] lr: 3.946e-01, eta: 2 days, 17:15:39, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2578, top5_acc: 0.5154, loss_cls: 3.4435, loss: 3.4435, grad_norm: 1.0586 2020-07-31 20:41:45,566 - mmaction - INFO - Epoch [20][540/940] lr: 3.946e-01, eta: 2 days, 17:15:05, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.2631, top5_acc: 0.5145, loss_cls: 3.4380, loss: 3.4380, grad_norm: 1.0686 2020-07-31 20:42:05,991 - mmaction - INFO - Epoch [20][560/940] lr: 3.946e-01, eta: 2 days, 17:14:34, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.2635, top5_acc: 0.5041, loss_cls: 3.4677, loss: 3.4677, grad_norm: 1.0314 2020-07-31 20:42:26,756 - mmaction - INFO - Epoch [20][580/940] lr: 3.946e-01, eta: 2 days, 17:14:10, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2695, top5_acc: 0.5107, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.0369 2020-07-31 20:42:47,242 - mmaction - INFO - Epoch [20][600/940] lr: 3.946e-01, eta: 2 days, 17:13:41, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2658, top5_acc: 0.5203, loss_cls: 3.3972, loss: 3.3972, grad_norm: 1.0535 2020-07-31 20:43:07,978 - mmaction - INFO - Epoch [20][620/940] lr: 3.946e-01, eta: 2 days, 17:13:15, time: 1.035, data_time: 0.001, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5133, loss_cls: 3.4448, loss: 3.4448, grad_norm: 1.0495 2020-07-31 20:43:28,887 - mmaction - INFO - Epoch [20][640/940] lr: 3.946e-01, eta: 2 days, 17:12:49, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.2627, top5_acc: 0.5104, loss_cls: 3.4490, loss: 3.4490, grad_norm: 1.0472 2020-07-31 20:43:49,312 - mmaction - INFO - Epoch [20][660/940] lr: 3.946e-01, eta: 2 days, 17:12:21, time: 1.029, data_time: 0.012, memory: 6199, top1_acc: 0.2650, top5_acc: 0.5203, loss_cls: 3.3939, loss: 3.3939, grad_norm: 1.0427 2020-07-31 20:44:09,392 - mmaction - INFO - Epoch [20][680/940] lr: 3.946e-01, eta: 2 days, 17:11:46, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.2633, top5_acc: 0.5078, loss_cls: 3.4557, loss: 3.4557, grad_norm: 1.0463 2020-07-31 20:44:29,569 - mmaction - INFO - Epoch [20][700/940] lr: 3.946e-01, eta: 2 days, 17:11:14, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.2594, top5_acc: 0.4973, loss_cls: 3.5396, loss: 3.5396, grad_norm: 1.0547 2020-07-31 20:44:49,683 - mmaction - INFO - Epoch [20][720/940] lr: 3.946e-01, eta: 2 days, 17:10:41, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5217, loss_cls: 3.4184, loss: 3.4184, grad_norm: 1.0297 2020-07-31 20:45:10,888 - mmaction - INFO - Epoch [20][740/940] lr: 3.946e-01, eta: 2 days, 17:10:21, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.2705, top5_acc: 0.5223, loss_cls: 3.4543, loss: 3.4543, grad_norm: 1.0330 2020-07-31 20:45:31,438 - mmaction - INFO - Epoch [20][760/940] lr: 3.946e-01, eta: 2 days, 17:09:53, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.2725, top5_acc: 0.5158, loss_cls: 3.4267, loss: 3.4267, grad_norm: 1.0473 2020-07-31 20:45:52,404 - mmaction - INFO - Epoch [20][780/940] lr: 3.946e-01, eta: 2 days, 17:09:30, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2598, top5_acc: 0.4932, loss_cls: 3.5186, loss: 3.5186, grad_norm: 1.0436 2020-07-31 20:46:13,071 - mmaction - INFO - Epoch [20][800/940] lr: 3.946e-01, eta: 2 days, 17:09:03, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.2613, top5_acc: 0.5141, loss_cls: 3.4281, loss: 3.4281, grad_norm: 1.0335 2020-07-31 20:46:33,919 - mmaction - INFO - Epoch [20][820/940] lr: 3.946e-01, eta: 2 days, 17:08:37, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.2752, top5_acc: 0.5152, loss_cls: 3.4248, loss: 3.4248, grad_norm: 1.0585 2020-07-31 20:46:54,484 - mmaction - INFO - Epoch [20][840/940] lr: 3.946e-01, eta: 2 days, 17:08:10, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.2676, top5_acc: 0.5098, loss_cls: 3.4296, loss: 3.4296, grad_norm: 1.0469 2020-07-31 20:47:15,131 - mmaction - INFO - Epoch [20][860/940] lr: 3.946e-01, eta: 2 days, 17:07:44, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2658, top5_acc: 0.5180, loss_cls: 3.4613, loss: 3.4613, grad_norm: 1.0332 2020-07-31 20:47:35,149 - mmaction - INFO - Epoch [20][880/940] lr: 3.946e-01, eta: 2 days, 17:07:10, time: 1.000, data_time: 0.003, memory: 6199, top1_acc: 0.2707, top5_acc: 0.5166, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.0446 2020-07-31 20:47:55,675 - mmaction - INFO - Epoch [20][900/940] lr: 3.946e-01, eta: 2 days, 17:06:42, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.2561, top5_acc: 0.5021, loss_cls: 3.5037, loss: 3.5037, grad_norm: 1.0429 2020-07-31 20:48:16,445 - mmaction - INFO - Epoch [20][920/940] lr: 3.946e-01, eta: 2 days, 17:06:16, time: 1.036, data_time: 0.002, memory: 6199, top1_acc: 0.2541, top5_acc: 0.5053, loss_cls: 3.4905, loss: 3.4905, grad_norm: 1.0540 2020-07-31 20:48:36,802 - mmaction - INFO - Epoch [20][940/940] lr: 3.946e-01, eta: 2 days, 17:05:46, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2593, top5_acc: 0.5126, loss_cls: 3.4691, loss: 3.4691, grad_norm: 1.0303 2020-07-31 20:48:37,185 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-31 20:49:07,242 - mmaction - INFO - Epoch [21][20/940] lr: 3.940e-01, eta: 2 days, 17:06:34, time: 1.351, data_time: 0.358, memory: 6199, top1_acc: 0.2662, top5_acc: 0.5084, loss_cls: 3.4431, loss: 3.4431, grad_norm: 1.0287 2020-07-31 20:49:27,126 - mmaction - INFO - Epoch [21][40/940] lr: 3.940e-01, eta: 2 days, 17:05:59, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.2691, top5_acc: 0.5182, loss_cls: 3.4316, loss: 3.4316, grad_norm: 1.0282 2020-07-31 20:49:47,449 - mmaction - INFO - Epoch [21][60/940] lr: 3.940e-01, eta: 2 days, 17:05:28, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.2633, top5_acc: 0.5203, loss_cls: 3.4138, loss: 3.4138, grad_norm: 1.0436 2020-07-31 20:50:07,369 - mmaction - INFO - Epoch [21][80/940] lr: 3.940e-01, eta: 2 days, 17:04:53, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.2723, top5_acc: 0.5283, loss_cls: 3.3585, loss: 3.3585, grad_norm: 1.0445 2020-07-31 20:50:27,179 - mmaction - INFO - Epoch [21][100/940] lr: 3.940e-01, eta: 2 days, 17:04:16, time: 0.989, data_time: 0.002, memory: 6199, top1_acc: 0.2729, top5_acc: 0.5209, loss_cls: 3.3967, loss: 3.3967, grad_norm: 1.0618 2020-07-31 20:50:47,653 - mmaction - INFO - Epoch [21][120/940] lr: 3.940e-01, eta: 2 days, 17:03:47, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.2687, top5_acc: 0.5109, loss_cls: 3.4259, loss: 3.4259, grad_norm: 1.0406 2020-07-31 20:51:08,328 - mmaction - INFO - Epoch [21][140/940] lr: 3.940e-01, eta: 2 days, 17:03:20, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5221, loss_cls: 3.4200, loss: 3.4200, grad_norm: 1.0574 2020-07-31 20:51:29,087 - mmaction - INFO - Epoch [21][160/940] lr: 3.940e-01, eta: 2 days, 17:02:55, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.2719, top5_acc: 0.5127, loss_cls: 3.4307, loss: 3.4307, grad_norm: 1.0501 2020-07-31 20:51:49,517 - mmaction - INFO - Epoch [21][180/940] lr: 3.940e-01, eta: 2 days, 17:02:26, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.2691, top5_acc: 0.5197, loss_cls: 3.3998, loss: 3.3998, grad_norm: 1.0494 2020-07-31 20:52:09,770 - mmaction - INFO - Epoch [21][200/940] lr: 3.940e-01, eta: 2 days, 17:01:55, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.2656, top5_acc: 0.5041, loss_cls: 3.4449, loss: 3.4449, grad_norm: 1.0671 2020-07-31 20:52:30,476 - mmaction - INFO - Epoch [21][220/940] lr: 3.940e-01, eta: 2 days, 17:01:29, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.2609, top5_acc: 0.5066, loss_cls: 3.4737, loss: 3.4737, grad_norm: 1.0452 2020-07-31 20:52:50,663 - mmaction - INFO - Epoch [21][240/940] lr: 3.940e-01, eta: 2 days, 17:00:57, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.2766, top5_acc: 0.5121, loss_cls: 3.4443, loss: 3.4443, grad_norm: 1.0384 2020-07-31 20:53:11,771 - mmaction - INFO - Epoch [21][260/940] lr: 3.940e-01, eta: 2 days, 17:00:35, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.2678, top5_acc: 0.5152, loss_cls: 3.4328, loss: 3.4328, grad_norm: 1.0342 2020-07-31 20:53:32,516 - mmaction - INFO - Epoch [21][280/940] lr: 3.940e-01, eta: 2 days, 17:00:10, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2699, top5_acc: 0.5123, loss_cls: 3.4101, loss: 3.4101, grad_norm: 1.0342 2020-07-31 20:53:52,562 - mmaction - INFO - Epoch [21][300/940] lr: 3.940e-01, eta: 2 days, 16:59:36, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5260, loss_cls: 3.3844, loss: 3.3844, grad_norm: 1.0458 2020-07-31 20:54:12,925 - mmaction - INFO - Epoch [21][320/940] lr: 3.940e-01, eta: 2 days, 16:59:06, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.2592, top5_acc: 0.5096, loss_cls: 3.4594, loss: 3.4594, grad_norm: 1.0581 2020-07-31 20:54:33,363 - mmaction - INFO - Epoch [21][340/940] lr: 3.940e-01, eta: 2 days, 16:58:37, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.2727, top5_acc: 0.5211, loss_cls: 3.3844, loss: 3.3844, grad_norm: 1.0379 2020-07-31 20:54:53,865 - mmaction - INFO - Epoch [21][360/940] lr: 3.940e-01, eta: 2 days, 16:58:09, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.2625, top5_acc: 0.5154, loss_cls: 3.4527, loss: 3.4527, grad_norm: 1.0525 2020-07-31 20:55:14,086 - mmaction - INFO - Epoch [21][380/940] lr: 3.940e-01, eta: 2 days, 16:57:38, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.2580, top5_acc: 0.5166, loss_cls: 3.4593, loss: 3.4593, grad_norm: 1.0368 2020-07-31 20:55:34,945 - mmaction - INFO - Epoch [21][400/940] lr: 3.940e-01, eta: 2 days, 16:57:14, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.2736, top5_acc: 0.5195, loss_cls: 3.4199, loss: 3.4199, grad_norm: 1.0473 2020-07-31 20:55:55,358 - mmaction - INFO - Epoch [21][420/940] lr: 3.940e-01, eta: 2 days, 16:56:44, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.2693, top5_acc: 0.5168, loss_cls: 3.4106, loss: 3.4106, grad_norm: 1.0580 2020-07-31 20:56:15,788 - mmaction - INFO - Epoch [21][440/940] lr: 3.940e-01, eta: 2 days, 16:56:15, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5193, loss_cls: 3.4216, loss: 3.4216, grad_norm: 1.0415 2020-07-31 20:56:36,340 - mmaction - INFO - Epoch [21][460/940] lr: 3.940e-01, eta: 2 days, 16:55:47, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5223, loss_cls: 3.4099, loss: 3.4099, grad_norm: 1.0672 2020-07-31 20:56:56,301 - mmaction - INFO - Epoch [21][480/940] lr: 3.940e-01, eta: 2 days, 16:55:13, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.2625, top5_acc: 0.5023, loss_cls: 3.4631, loss: 3.4631, grad_norm: 1.0570 2020-07-31 20:57:16,685 - mmaction - INFO - Epoch [21][500/940] lr: 3.940e-01, eta: 2 days, 16:54:43, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5193, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0414 2020-07-31 20:57:37,251 - mmaction - INFO - Epoch [21][520/940] lr: 3.940e-01, eta: 2 days, 16:54:16, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5098, loss_cls: 3.4358, loss: 3.4358, grad_norm: 1.0548 2020-07-31 20:57:58,258 - mmaction - INFO - Epoch [21][540/940] lr: 3.940e-01, eta: 2 days, 16:53:54, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2725, top5_acc: 0.5207, loss_cls: 3.4129, loss: 3.4129, grad_norm: 1.0684 2020-07-31 20:58:19,026 - mmaction - INFO - Epoch [21][560/940] lr: 3.940e-01, eta: 2 days, 16:53:29, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5152, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.0569 2020-07-31 20:58:40,108 - mmaction - INFO - Epoch [21][580/940] lr: 3.940e-01, eta: 2 days, 16:53:06, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4372, loss: 3.4372, grad_norm: 1.0708 2020-07-31 20:59:00,698 - mmaction - INFO - Epoch [21][600/940] lr: 3.940e-01, eta: 2 days, 16:52:40, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.2730, top5_acc: 0.5186, loss_cls: 3.4039, loss: 3.4039, grad_norm: 1.0618 2020-07-31 20:59:21,503 - mmaction - INFO - Epoch [21][620/940] lr: 3.940e-01, eta: 2 days, 16:52:15, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.2588, top5_acc: 0.5098, loss_cls: 3.4522, loss: 3.4522, grad_norm: 1.0463 2020-07-31 20:59:42,166 - mmaction - INFO - Epoch [21][640/940] lr: 3.940e-01, eta: 2 days, 16:51:49, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2686, top5_acc: 0.5197, loss_cls: 3.4315, loss: 3.4315, grad_norm: 1.0451 2020-07-31 21:00:04,468 - mmaction - INFO - Epoch [21][660/940] lr: 3.940e-01, eta: 2 days, 16:51:22, time: 1.030, data_time: 0.010, memory: 6199, top1_acc: 0.2746, top5_acc: 0.5158, loss_cls: 3.4104, loss: 3.4104, grad_norm: 1.0665 2020-07-31 21:00:28,559 - mmaction - INFO - Epoch [21][680/940] lr: 3.940e-01, eta: 2 days, 16:51:53, time: 1.286, data_time: 0.093, memory: 6199, top1_acc: 0.2715, top5_acc: 0.5246, loss_cls: 3.3745, loss: 3.3745, grad_norm: 1.0486 2020-07-31 21:00:48,866 - mmaction - INFO - Epoch [21][700/940] lr: 3.940e-01, eta: 2 days, 16:51:24, time: 1.020, data_time: 0.013, memory: 6199, top1_acc: 0.2701, top5_acc: 0.4949, loss_cls: 3.4632, loss: 3.4632, grad_norm: 1.0403 2020-07-31 21:01:08,953 - mmaction - INFO - Epoch [21][720/940] lr: 3.940e-01, eta: 2 days, 16:50:52, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.2674, top5_acc: 0.5141, loss_cls: 3.3901, loss: 3.3901, grad_norm: 1.0603 2020-07-31 21:01:29,665 - mmaction - INFO - Epoch [21][740/940] lr: 3.940e-01, eta: 2 days, 16:50:26, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.2758, top5_acc: 0.5195, loss_cls: 3.4016, loss: 3.4016, grad_norm: 1.0684 2020-07-31 21:01:49,809 - mmaction - INFO - Epoch [21][760/940] lr: 3.940e-01, eta: 2 days, 16:49:54, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.2504, top5_acc: 0.5037, loss_cls: 3.4991, loss: 3.4991, grad_norm: 1.0673 2020-07-31 21:02:10,206 - mmaction - INFO - Epoch [21][780/940] lr: 3.940e-01, eta: 2 days, 16:49:24, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.2525, top5_acc: 0.5020, loss_cls: 3.4983, loss: 3.4983, grad_norm: 1.0484 2020-07-31 21:02:30,867 - mmaction - INFO - Epoch [21][800/940] lr: 3.940e-01, eta: 2 days, 16:48:58, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.2627, top5_acc: 0.5037, loss_cls: 3.4836, loss: 3.4836, grad_norm: 1.0444 2020-07-31 21:02:51,493 - mmaction - INFO - Epoch [21][820/940] lr: 3.940e-01, eta: 2 days, 16:48:31, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5184, loss_cls: 3.4178, loss: 3.4178, grad_norm: 1.0498 2020-07-31 21:03:11,527 - mmaction - INFO - Epoch [21][840/940] lr: 3.940e-01, eta: 2 days, 16:47:58, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.2689, top5_acc: 0.5137, loss_cls: 3.3926, loss: 3.3926, grad_norm: 1.0773 2020-07-31 21:03:32,601 - mmaction - INFO - Epoch [21][860/940] lr: 3.940e-01, eta: 2 days, 16:47:37, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5191, loss_cls: 3.4007, loss: 3.4007, grad_norm: 1.0497 2020-07-31 21:03:53,147 - mmaction - INFO - Epoch [21][880/940] lr: 3.940e-01, eta: 2 days, 16:47:09, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2611, top5_acc: 0.5041, loss_cls: 3.4701, loss: 3.4701, grad_norm: 1.0397 2020-07-31 21:04:13,090 - mmaction - INFO - Epoch [21][900/940] lr: 3.940e-01, eta: 2 days, 16:46:35, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5045, loss_cls: 3.4542, loss: 3.4542, grad_norm: 1.0365 2020-07-31 21:04:33,905 - mmaction - INFO - Epoch [21][920/940] lr: 3.940e-01, eta: 2 days, 16:46:11, time: 1.041, data_time: 0.010, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5141, loss_cls: 3.4030, loss: 3.4030, grad_norm: 1.0397 2020-07-31 21:04:53,454 - mmaction - INFO - Epoch [21][940/940] lr: 3.940e-01, eta: 2 days, 16:45:32, time: 0.977, data_time: 0.003, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5154, loss_cls: 3.4401, loss: 3.4401, grad_norm: 1.0692 2020-07-31 21:05:29,445 - mmaction - INFO - Epoch [22][20/940] lr: 3.934e-01, eta: 2 days, 16:47:52, time: 1.776, data_time: 0.626, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5293, loss_cls: 3.3668, loss: 3.3668, grad_norm: 1.0479 2020-07-31 21:05:50,194 - mmaction - INFO - Epoch [22][40/940] lr: 3.934e-01, eta: 2 days, 16:47:27, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5262, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.0428 2020-07-31 21:06:11,059 - mmaction - INFO - Epoch [22][60/940] lr: 3.934e-01, eta: 2 days, 16:47:02, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5184, loss_cls: 3.3849, loss: 3.3849, grad_norm: 1.0507 2020-07-31 21:06:33,273 - mmaction - INFO - Epoch [22][80/940] lr: 3.934e-01, eta: 2 days, 16:46:54, time: 1.114, data_time: 0.008, memory: 6199, top1_acc: 0.2799, top5_acc: 0.5209, loss_cls: 3.4146, loss: 3.4146, grad_norm: 1.0526 2020-07-31 21:06:54,530 - mmaction - INFO - Epoch [22][100/940] lr: 3.934e-01, eta: 2 days, 16:46:35, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2674, top5_acc: 0.5158, loss_cls: 3.4082, loss: 3.4082, grad_norm: 1.0381 2020-07-31 21:07:16,168 - mmaction - INFO - Epoch [22][120/940] lr: 3.934e-01, eta: 2 days, 16:46:19, time: 1.081, data_time: 0.002, memory: 6199, top1_acc: 0.2650, top5_acc: 0.5061, loss_cls: 3.4601, loss: 3.4601, grad_norm: 1.0484 2020-07-31 21:07:36,679 - mmaction - INFO - Epoch [22][140/940] lr: 3.934e-01, eta: 2 days, 16:45:51, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.2582, top5_acc: 0.5117, loss_cls: 3.4488, loss: 3.4488, grad_norm: 1.0331 2020-07-31 21:07:57,994 - mmaction - INFO - Epoch [22][160/940] lr: 3.934e-01, eta: 2 days, 16:45:32, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.2641, top5_acc: 0.5174, loss_cls: 3.4072, loss: 3.4072, grad_norm: 1.0546 2020-07-31 21:08:19,724 - mmaction - INFO - Epoch [22][180/940] lr: 3.934e-01, eta: 2 days, 16:45:18, time: 1.085, data_time: 0.003, memory: 6199, top1_acc: 0.2670, top5_acc: 0.5133, loss_cls: 3.4160, loss: 3.4160, grad_norm: 1.0640 2020-07-31 21:08:39,911 - mmaction - INFO - Epoch [22][200/940] lr: 3.934e-01, eta: 2 days, 16:44:46, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.2697, top5_acc: 0.5129, loss_cls: 3.4344, loss: 3.4344, grad_norm: 1.0689 2020-07-31 21:09:00,235 - mmaction - INFO - Epoch [22][220/940] lr: 3.934e-01, eta: 2 days, 16:44:17, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2676, top5_acc: 0.5182, loss_cls: 3.4280, loss: 3.4280, grad_norm: 1.0595 2020-07-31 21:09:21,275 - mmaction - INFO - Epoch [22][240/940] lr: 3.934e-01, eta: 2 days, 16:43:54, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2732, top5_acc: 0.5164, loss_cls: 3.4380, loss: 3.4380, grad_norm: 1.0650 2020-07-31 21:09:41,524 - mmaction - INFO - Epoch [22][260/940] lr: 3.934e-01, eta: 2 days, 16:43:24, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.2719, top5_acc: 0.5174, loss_cls: 3.4258, loss: 3.4258, grad_norm: 1.0732 2020-07-31 21:10:01,902 - mmaction - INFO - Epoch [22][280/940] lr: 3.934e-01, eta: 2 days, 16:42:54, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.2674, top5_acc: 0.5053, loss_cls: 3.4625, loss: 3.4625, grad_norm: 1.0332 2020-07-31 21:10:22,262 - mmaction - INFO - Epoch [22][300/940] lr: 3.934e-01, eta: 2 days, 16:42:25, time: 1.018, data_time: 0.004, memory: 6199, top1_acc: 0.2699, top5_acc: 0.5318, loss_cls: 3.3693, loss: 3.3693, grad_norm: 1.0457 2020-07-31 21:10:42,834 - mmaction - INFO - Epoch [22][320/940] lr: 3.934e-01, eta: 2 days, 16:41:57, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2629, top5_acc: 0.5105, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.0672 2020-07-31 21:11:03,060 - mmaction - INFO - Epoch [22][340/940] lr: 3.934e-01, eta: 2 days, 16:41:27, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5197, loss_cls: 3.3867, loss: 3.3867, grad_norm: 1.0687 2020-07-31 21:11:23,518 - mmaction - INFO - Epoch [22][360/940] lr: 3.934e-01, eta: 2 days, 16:40:58, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4143, loss: 3.4143, grad_norm: 1.0830 2020-07-31 21:11:43,889 - mmaction - INFO - Epoch [22][380/940] lr: 3.934e-01, eta: 2 days, 16:40:29, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.2729, top5_acc: 0.5160, loss_cls: 3.3745, loss: 3.3745, grad_norm: 1.0493 2020-07-31 21:12:05,210 - mmaction - INFO - Epoch [22][400/940] lr: 3.934e-01, eta: 2 days, 16:40:10, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.2713, top5_acc: 0.5309, loss_cls: 3.3782, loss: 3.3782, grad_norm: 1.0610 2020-07-31 21:12:25,202 - mmaction - INFO - Epoch [22][420/940] lr: 3.934e-01, eta: 2 days, 16:39:36, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.2646, top5_acc: 0.5172, loss_cls: 3.4455, loss: 3.4455, grad_norm: 1.0657 2020-07-31 21:12:45,957 - mmaction - INFO - Epoch [22][440/940] lr: 3.934e-01, eta: 2 days, 16:39:12, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2732, top5_acc: 0.5199, loss_cls: 3.4239, loss: 3.4239, grad_norm: 1.0694 2020-07-31 21:13:06,727 - mmaction - INFO - Epoch [22][460/940] lr: 3.934e-01, eta: 2 days, 16:38:47, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5066, loss_cls: 3.4439, loss: 3.4439, grad_norm: 1.0543 2020-07-31 21:13:28,565 - mmaction - INFO - Epoch [22][480/940] lr: 3.934e-01, eta: 2 days, 16:38:33, time: 1.091, data_time: 0.006, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5121, loss_cls: 3.3882, loss: 3.3882, grad_norm: 1.0348 2020-07-31 21:13:50,017 - mmaction - INFO - Epoch [22][500/940] lr: 3.934e-01, eta: 2 days, 16:38:15, time: 1.069, data_time: 0.009, memory: 6199, top1_acc: 0.2639, top5_acc: 0.5135, loss_cls: 3.4427, loss: 3.4427, grad_norm: 1.0538 2020-07-31 21:14:11,111 - mmaction - INFO - Epoch [22][520/940] lr: 3.934e-01, eta: 2 days, 16:37:55, time: 1.060, data_time: 0.010, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5279, loss_cls: 3.3600, loss: 3.3600, grad_norm: 1.0494 2020-07-31 21:14:33,032 - mmaction - INFO - Epoch [22][540/940] lr: 3.934e-01, eta: 2 days, 16:37:42, time: 1.095, data_time: 0.005, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5195, loss_cls: 3.3998, loss: 3.3998, grad_norm: 1.0533 2020-07-31 21:14:54,050 - mmaction - INFO - Epoch [22][560/940] lr: 3.934e-01, eta: 2 days, 16:37:20, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.2686, top5_acc: 0.5223, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.0552 2020-07-31 21:15:14,405 - mmaction - INFO - Epoch [22][580/940] lr: 3.934e-01, eta: 2 days, 16:36:50, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.2715, top5_acc: 0.5125, loss_cls: 3.4363, loss: 3.4363, grad_norm: 1.0663 2020-07-31 21:15:34,892 - mmaction - INFO - Epoch [22][600/940] lr: 3.934e-01, eta: 2 days, 16:36:23, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5152, loss_cls: 3.4343, loss: 3.4343, grad_norm: 1.0260 2020-07-31 21:15:55,712 - mmaction - INFO - Epoch [22][620/940] lr: 3.934e-01, eta: 2 days, 16:35:58, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.2686, top5_acc: 0.5227, loss_cls: 3.3910, loss: 3.3910, grad_norm: 1.0248 2020-07-31 21:16:16,419 - mmaction - INFO - Epoch [22][640/940] lr: 3.934e-01, eta: 2 days, 16:35:33, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2652, top5_acc: 0.5098, loss_cls: 3.4516, loss: 3.4516, grad_norm: 1.0853 2020-07-31 21:16:36,986 - mmaction - INFO - Epoch [22][660/940] lr: 3.934e-01, eta: 2 days, 16:35:06, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.2562, top5_acc: 0.5121, loss_cls: 3.4907, loss: 3.4907, grad_norm: 1.0574 2020-07-31 21:16:57,826 - mmaction - INFO - Epoch [22][680/940] lr: 3.934e-01, eta: 2 days, 16:34:41, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5078, loss_cls: 3.4142, loss: 3.4142, grad_norm: 1.0377 2020-07-31 21:17:18,216 - mmaction - INFO - Epoch [22][700/940] lr: 3.934e-01, eta: 2 days, 16:34:13, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.2656, top5_acc: 0.5096, loss_cls: 3.4337, loss: 3.4337, grad_norm: 1.0494 2020-07-31 21:17:38,764 - mmaction - INFO - Epoch [22][720/940] lr: 3.934e-01, eta: 2 days, 16:33:46, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5199, loss_cls: 3.4183, loss: 3.4183, grad_norm: 1.0488 2020-07-31 21:17:59,071 - mmaction - INFO - Epoch [22][740/940] lr: 3.934e-01, eta: 2 days, 16:33:16, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.2609, top5_acc: 0.5160, loss_cls: 3.4425, loss: 3.4425, grad_norm: 1.0577 2020-07-31 21:18:19,548 - mmaction - INFO - Epoch [22][760/940] lr: 3.934e-01, eta: 2 days, 16:32:48, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.2678, top5_acc: 0.5199, loss_cls: 3.4098, loss: 3.4098, grad_norm: 1.0535 2020-07-31 21:18:40,095 - mmaction - INFO - Epoch [22][780/940] lr: 3.934e-01, eta: 2 days, 16:32:21, time: 1.027, data_time: 0.004, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5266, loss_cls: 3.3976, loss: 3.3976, grad_norm: 1.0423 2020-07-31 21:19:00,913 - mmaction - INFO - Epoch [22][800/940] lr: 3.934e-01, eta: 2 days, 16:31:57, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.2625, top5_acc: 0.5082, loss_cls: 3.4357, loss: 3.4357, grad_norm: 1.0632 2020-07-31 21:19:21,243 - mmaction - INFO - Epoch [22][820/940] lr: 3.934e-01, eta: 2 days, 16:31:27, time: 1.017, data_time: 0.002, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5262, loss_cls: 3.3772, loss: 3.3772, grad_norm: 1.0636 2020-07-31 21:19:41,921 - mmaction - INFO - Epoch [22][840/940] lr: 3.934e-01, eta: 2 days, 16:31:01, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.2752, top5_acc: 0.5191, loss_cls: 3.4081, loss: 3.4081, grad_norm: 1.0460 2020-07-31 21:20:01,871 - mmaction - INFO - Epoch [22][860/940] lr: 3.934e-01, eta: 2 days, 16:30:28, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.2687, top5_acc: 0.5152, loss_cls: 3.3880, loss: 3.3880, grad_norm: 1.0469 2020-07-31 21:20:22,622 - mmaction - INFO - Epoch [22][880/940] lr: 3.934e-01, eta: 2 days, 16:30:03, time: 1.037, data_time: 0.014, memory: 6199, top1_acc: 0.2607, top5_acc: 0.5125, loss_cls: 3.4174, loss: 3.4174, grad_norm: 1.0523 2020-07-31 21:20:43,347 - mmaction - INFO - Epoch [22][900/940] lr: 3.934e-01, eta: 2 days, 16:29:38, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5295, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.0495 2020-07-31 21:21:04,332 - mmaction - INFO - Epoch [22][920/940] lr: 3.934e-01, eta: 2 days, 16:29:15, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5234, loss_cls: 3.4165, loss: 3.4165, grad_norm: 1.0795 2020-07-31 21:21:23,457 - mmaction - INFO - Epoch [22][940/940] lr: 3.934e-01, eta: 2 days, 16:28:34, time: 0.958, data_time: 0.009, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5179, loss_cls: 3.4430, loss: 3.4430, grad_norm: 1.0634 2020-07-31 21:21:54,155 - mmaction - INFO - Epoch [23][20/940] lr: 3.928e-01, eta: 2 days, 16:29:52, time: 1.521, data_time: 0.482, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5297, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.0635 2020-07-31 21:22:14,135 - mmaction - INFO - Epoch [23][40/940] lr: 3.928e-01, eta: 2 days, 16:29:18, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5135, loss_cls: 3.4113, loss: 3.4113, grad_norm: 1.0686 2020-07-31 21:22:33,982 - mmaction - INFO - Epoch [23][60/940] lr: 3.928e-01, eta: 2 days, 16:28:44, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.2695, top5_acc: 0.5105, loss_cls: 3.4291, loss: 3.4291, grad_norm: 1.0465 2020-07-31 21:22:54,507 - mmaction - INFO - Epoch [23][80/940] lr: 3.928e-01, eta: 2 days, 16:28:17, time: 1.025, data_time: 0.003, memory: 6199, top1_acc: 0.2795, top5_acc: 0.5232, loss_cls: 3.3605, loss: 3.3605, grad_norm: 1.0806 2020-07-31 21:23:14,558 - mmaction - INFO - Epoch [23][100/940] lr: 3.928e-01, eta: 2 days, 16:27:44, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.2695, top5_acc: 0.5182, loss_cls: 3.3979, loss: 3.3979, grad_norm: 1.0559 2020-07-31 21:23:35,137 - mmaction - INFO - Epoch [23][120/940] lr: 3.928e-01, eta: 2 days, 16:27:17, time: 1.027, data_time: 0.002, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5197, loss_cls: 3.3851, loss: 3.3851, grad_norm: 1.0705 2020-07-31 21:23:55,324 - mmaction - INFO - Epoch [23][140/940] lr: 3.928e-01, eta: 2 days, 16:26:46, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.2701, top5_acc: 0.5164, loss_cls: 3.4142, loss: 3.4142, grad_norm: 1.0690 2020-07-31 21:24:15,988 - mmaction - INFO - Epoch [23][160/940] lr: 3.928e-01, eta: 2 days, 16:26:21, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5244, loss_cls: 3.3874, loss: 3.3874, grad_norm: 1.0627 2020-07-31 21:24:36,764 - mmaction - INFO - Epoch [23][180/940] lr: 3.928e-01, eta: 2 days, 16:25:56, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.2707, top5_acc: 0.5150, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0553 2020-07-31 21:24:57,026 - mmaction - INFO - Epoch [23][200/940] lr: 3.928e-01, eta: 2 days, 16:25:26, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.2746, top5_acc: 0.5254, loss_cls: 3.3956, loss: 3.3956, grad_norm: 1.0709 2020-07-31 21:25:18,992 - mmaction - INFO - Epoch [23][220/940] lr: 3.928e-01, eta: 2 days, 16:25:14, time: 1.099, data_time: 0.009, memory: 6199, top1_acc: 0.2742, top5_acc: 0.5223, loss_cls: 3.3978, loss: 3.3978, grad_norm: 1.0343 2020-07-31 21:25:39,599 - mmaction - INFO - Epoch [23][240/940] lr: 3.928e-01, eta: 2 days, 16:24:48, time: 1.029, data_time: 0.011, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5225, loss_cls: 3.3936, loss: 3.3936, grad_norm: 1.0646 2020-07-31 21:25:59,826 - mmaction - INFO - Epoch [23][260/940] lr: 3.928e-01, eta: 2 days, 16:24:17, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.2814, top5_acc: 0.5293, loss_cls: 3.3474, loss: 3.3474, grad_norm: 1.0643 2020-07-31 21:26:21,895 - mmaction - INFO - Epoch [23][280/940] lr: 3.928e-01, eta: 2 days, 16:24:07, time: 1.108, data_time: 0.007, memory: 6199, top1_acc: 0.2775, top5_acc: 0.5154, loss_cls: 3.4219, loss: 3.4219, grad_norm: 1.0584 2020-07-31 21:26:43,169 - mmaction - INFO - Epoch [23][300/940] lr: 3.928e-01, eta: 2 days, 16:23:46, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.2715, top5_acc: 0.5193, loss_cls: 3.3944, loss: 3.3944, grad_norm: 1.0940 2020-07-31 21:27:03,885 - mmaction - INFO - Epoch [23][320/940] lr: 3.928e-01, eta: 2 days, 16:23:22, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.2631, top5_acc: 0.5135, loss_cls: 3.4236, loss: 3.4236, grad_norm: 1.0507 2020-07-31 21:27:25,692 - mmaction - INFO - Epoch [23][340/940] lr: 3.928e-01, eta: 2 days, 16:23:08, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.2668, top5_acc: 0.5340, loss_cls: 3.3703, loss: 3.3703, grad_norm: 1.0708 2020-07-31 21:27:46,538 - mmaction - INFO - Epoch [23][360/940] lr: 3.928e-01, eta: 2 days, 16:22:44, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.2686, top5_acc: 0.5148, loss_cls: 3.4442, loss: 3.4442, grad_norm: 1.0605 2020-07-31 21:28:07,638 - mmaction - INFO - Epoch [23][380/940] lr: 3.928e-01, eta: 2 days, 16:22:23, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5211, loss_cls: 3.4022, loss: 3.4022, grad_norm: 1.0743 2020-07-31 21:28:29,479 - mmaction - INFO - Epoch [23][400/940] lr: 3.928e-01, eta: 2 days, 16:22:09, time: 1.091, data_time: 0.003, memory: 6199, top1_acc: 0.2719, top5_acc: 0.5217, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.0429 2020-07-31 21:28:52,300 - mmaction - INFO - Epoch [23][420/940] lr: 3.928e-01, eta: 2 days, 16:22:06, time: 1.139, data_time: 0.009, memory: 6199, top1_acc: 0.2861, top5_acc: 0.5262, loss_cls: 3.3739, loss: 3.3739, grad_norm: 1.0663 2020-07-31 21:29:13,832 - mmaction - INFO - Epoch [23][440/940] lr: 3.928e-01, eta: 2 days, 16:21:49, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.2713, top5_acc: 0.5283, loss_cls: 3.4269, loss: 3.4269, grad_norm: 1.0555 2020-07-31 21:29:34,353 - mmaction - INFO - Epoch [23][460/940] lr: 3.928e-01, eta: 2 days, 16:21:22, time: 1.028, data_time: 0.010, memory: 6199, top1_acc: 0.2742, top5_acc: 0.5135, loss_cls: 3.3965, loss: 3.3965, grad_norm: 1.0485 2020-07-31 21:29:55,479 - mmaction - INFO - Epoch [23][480/940] lr: 3.928e-01, eta: 2 days, 16:21:01, time: 1.055, data_time: 0.003, memory: 6199, top1_acc: 0.2768, top5_acc: 0.5219, loss_cls: 3.3875, loss: 3.3875, grad_norm: 1.0778 2020-07-31 21:30:16,277 - mmaction - INFO - Epoch [23][500/940] lr: 3.928e-01, eta: 2 days, 16:20:36, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2713, top5_acc: 0.5188, loss_cls: 3.4256, loss: 3.4256, grad_norm: 1.0412 2020-07-31 21:30:37,381 - mmaction - INFO - Epoch [23][520/940] lr: 3.928e-01, eta: 2 days, 16:20:16, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2725, top5_acc: 0.5125, loss_cls: 3.4205, loss: 3.4205, grad_norm: 1.0595 2020-07-31 21:30:58,757 - mmaction - INFO - Epoch [23][540/940] lr: 3.928e-01, eta: 2 days, 16:19:57, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.2705, top5_acc: 0.5139, loss_cls: 3.4291, loss: 3.4291, grad_norm: 1.0451 2020-07-31 21:31:20,022 - mmaction - INFO - Epoch [23][560/940] lr: 3.928e-01, eta: 2 days, 16:19:38, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.2789, top5_acc: 0.5266, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.0584 2020-07-31 21:31:39,748 - mmaction - INFO - Epoch [23][580/940] lr: 3.928e-01, eta: 2 days, 16:19:02, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.2715, top5_acc: 0.5152, loss_cls: 3.4005, loss: 3.4005, grad_norm: 1.0579 2020-07-31 21:32:01,036 - mmaction - INFO - Epoch [23][600/940] lr: 3.928e-01, eta: 2 days, 16:18:43, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5324, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.0619 2020-07-31 21:32:22,846 - mmaction - INFO - Epoch [23][620/940] lr: 3.928e-01, eta: 2 days, 16:18:29, time: 1.090, data_time: 0.003, memory: 6199, top1_acc: 0.2775, top5_acc: 0.5285, loss_cls: 3.3816, loss: 3.3816, grad_norm: 1.0622 2020-07-31 21:32:43,409 - mmaction - INFO - Epoch [23][640/940] lr: 3.928e-01, eta: 2 days, 16:18:02, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2812, top5_acc: 0.5158, loss_cls: 3.4119, loss: 3.4119, grad_norm: 1.0340 2020-07-31 21:33:04,606 - mmaction - INFO - Epoch [23][660/940] lr: 3.928e-01, eta: 2 days, 16:17:42, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5264, loss_cls: 3.3769, loss: 3.3769, grad_norm: 1.0616 2020-07-31 21:33:25,212 - mmaction - INFO - Epoch [23][680/940] lr: 3.928e-01, eta: 2 days, 16:17:16, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.2727, top5_acc: 0.5238, loss_cls: 3.3838, loss: 3.3838, grad_norm: 1.0448 2020-07-31 21:33:46,940 - mmaction - INFO - Epoch [23][700/940] lr: 3.928e-01, eta: 2 days, 16:17:01, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.2713, top5_acc: 0.5191, loss_cls: 3.4161, loss: 3.4161, grad_norm: 1.0618 2020-07-31 21:34:08,099 - mmaction - INFO - Epoch [23][720/940] lr: 3.928e-01, eta: 2 days, 16:16:41, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.2664, top5_acc: 0.5172, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.0546 2020-07-31 21:34:28,563 - mmaction - INFO - Epoch [23][740/940] lr: 3.928e-01, eta: 2 days, 16:16:13, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.2752, top5_acc: 0.5246, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.0704 2020-07-31 21:34:49,063 - mmaction - INFO - Epoch [23][760/940] lr: 3.928e-01, eta: 2 days, 16:15:45, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2668, top5_acc: 0.5066, loss_cls: 3.4579, loss: 3.4579, grad_norm: 1.0624 2020-07-31 21:35:09,543 - mmaction - INFO - Epoch [23][780/940] lr: 3.928e-01, eta: 2 days, 16:15:18, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2641, top5_acc: 0.5100, loss_cls: 3.4452, loss: 3.4452, grad_norm: 1.0573 2020-07-31 21:35:29,625 - mmaction - INFO - Epoch [23][800/940] lr: 3.928e-01, eta: 2 days, 16:14:47, time: 1.004, data_time: 0.003, memory: 6199, top1_acc: 0.2768, top5_acc: 0.5305, loss_cls: 3.3584, loss: 3.3584, grad_norm: 1.0436 2020-07-31 21:35:50,368 - mmaction - INFO - Epoch [23][820/940] lr: 3.928e-01, eta: 2 days, 16:14:21, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2908, top5_acc: 0.5379, loss_cls: 3.3244, loss: 3.3244, grad_norm: 1.0777 2020-07-31 21:36:10,430 - mmaction - INFO - Epoch [23][840/940] lr: 3.928e-01, eta: 2 days, 16:13:50, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.2730, top5_acc: 0.5143, loss_cls: 3.4324, loss: 3.4324, grad_norm: 1.0499 2020-07-31 21:36:31,352 - mmaction - INFO - Epoch [23][860/940] lr: 3.928e-01, eta: 2 days, 16:13:27, time: 1.046, data_time: 0.011, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5303, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.0584 2020-07-31 21:36:52,073 - mmaction - INFO - Epoch [23][880/940] lr: 3.928e-01, eta: 2 days, 16:13:02, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2730, top5_acc: 0.5162, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.0678 2020-07-31 21:37:12,750 - mmaction - INFO - Epoch [23][900/940] lr: 3.928e-01, eta: 2 days, 16:12:37, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.2639, top5_acc: 0.5115, loss_cls: 3.4598, loss: 3.4598, grad_norm: 1.0548 2020-07-31 21:37:33,008 - mmaction - INFO - Epoch [23][920/940] lr: 3.928e-01, eta: 2 days, 16:12:07, time: 1.011, data_time: 0.002, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5238, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.0719 2020-07-31 21:37:52,590 - mmaction - INFO - Epoch [23][940/940] lr: 3.928e-01, eta: 2 days, 16:11:30, time: 0.979, data_time: 0.010, memory: 6199, top1_acc: 0.2681, top5_acc: 0.5154, loss_cls: 3.4396, loss: 3.4396, grad_norm: 1.0573 2020-07-31 21:38:22,835 - mmaction - INFO - Epoch [24][20/940] lr: 3.921e-01, eta: 2 days, 16:12:37, time: 1.491, data_time: 0.466, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5381, loss_cls: 3.3654, loss: 3.3654, grad_norm: 1.0651 2020-07-31 21:38:42,404 - mmaction - INFO - Epoch [24][40/940] lr: 3.921e-01, eta: 2 days, 16:12:00, time: 0.976, data_time: 0.007, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5365, loss_cls: 3.3208, loss: 3.3208, grad_norm: 1.0625 2020-07-31 21:39:03,996 - mmaction - INFO - Epoch [24][60/940] lr: 3.921e-01, eta: 2 days, 16:11:44, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.2707, top5_acc: 0.5119, loss_cls: 3.4169, loss: 3.4169, grad_norm: 1.0752 2020-07-31 21:39:25,549 - mmaction - INFO - Epoch [24][80/940] lr: 3.921e-01, eta: 2 days, 16:11:28, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.2682, top5_acc: 0.5203, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.0695 2020-07-31 21:39:46,156 - mmaction - INFO - Epoch [24][100/940] lr: 3.921e-01, eta: 2 days, 16:11:02, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.2756, top5_acc: 0.5283, loss_cls: 3.3735, loss: 3.3735, grad_norm: 1.0713 2020-07-31 21:40:07,656 - mmaction - INFO - Epoch [24][120/940] lr: 3.921e-01, eta: 2 days, 16:10:45, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.2670, top5_acc: 0.5188, loss_cls: 3.4091, loss: 3.4091, grad_norm: 1.0465 2020-07-31 21:40:29,258 - mmaction - INFO - Epoch [24][140/940] lr: 3.921e-01, eta: 2 days, 16:10:29, time: 1.080, data_time: 0.003, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5262, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.0541 2020-07-31 21:40:51,207 - mmaction - INFO - Epoch [24][160/940] lr: 3.921e-01, eta: 2 days, 16:10:15, time: 1.096, data_time: 0.006, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5330, loss_cls: 3.3499, loss: 3.3499, grad_norm: 1.0499 2020-07-31 21:41:11,914 - mmaction - INFO - Epoch [24][180/940] lr: 3.921e-01, eta: 2 days, 16:09:50, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5307, loss_cls: 3.3631, loss: 3.3631, grad_norm: 1.0774 2020-07-31 21:41:33,361 - mmaction - INFO - Epoch [24][200/940] lr: 3.921e-01, eta: 2 days, 16:09:33, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.2682, top5_acc: 0.5127, loss_cls: 3.3977, loss: 3.3977, grad_norm: 1.0591 2020-07-31 21:41:53,505 - mmaction - INFO - Epoch [24][220/940] lr: 3.921e-01, eta: 2 days, 16:09:02, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5189, loss_cls: 3.4047, loss: 3.4047, grad_norm: 1.0612 2020-07-31 21:42:13,583 - mmaction - INFO - Epoch [24][240/940] lr: 3.921e-01, eta: 2 days, 16:08:30, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.2744, top5_acc: 0.5234, loss_cls: 3.3877, loss: 3.3877, grad_norm: 1.0714 2020-07-31 21:42:34,052 - mmaction - INFO - Epoch [24][260/940] lr: 3.921e-01, eta: 2 days, 16:08:03, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2840, top5_acc: 0.5289, loss_cls: 3.3702, loss: 3.3702, grad_norm: 1.0568 2020-07-31 21:42:54,656 - mmaction - INFO - Epoch [24][280/940] lr: 3.921e-01, eta: 2 days, 16:07:37, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.2693, top5_acc: 0.5158, loss_cls: 3.3921, loss: 3.3921, grad_norm: 1.0558 2020-07-31 21:43:15,574 - mmaction - INFO - Epoch [24][300/940] lr: 3.921e-01, eta: 2 days, 16:07:14, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5336, loss_cls: 3.3368, loss: 3.3368, grad_norm: 1.0591 2020-07-31 21:43:35,690 - mmaction - INFO - Epoch [24][320/940] lr: 3.921e-01, eta: 2 days, 16:06:43, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.2783, top5_acc: 0.5258, loss_cls: 3.3558, loss: 3.3558, grad_norm: 1.0744 2020-07-31 21:43:56,170 - mmaction - INFO - Epoch [24][340/940] lr: 3.921e-01, eta: 2 days, 16:06:15, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5258, loss_cls: 3.3421, loss: 3.3421, grad_norm: 1.0712 2020-07-31 21:44:16,478 - mmaction - INFO - Epoch [24][360/940] lr: 3.921e-01, eta: 2 days, 16:05:47, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.2744, top5_acc: 0.5213, loss_cls: 3.3936, loss: 3.3936, grad_norm: 1.0957 2020-07-31 21:44:36,896 - mmaction - INFO - Epoch [24][380/940] lr: 3.921e-01, eta: 2 days, 16:05:18, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5273, loss_cls: 3.3994, loss: 3.3994, grad_norm: 1.0504 2020-07-31 21:44:57,015 - mmaction - INFO - Epoch [24][400/940] lr: 3.921e-01, eta: 2 days, 16:04:48, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5387, loss_cls: 3.3158, loss: 3.3158, grad_norm: 1.0570 2020-07-31 21:45:18,040 - mmaction - INFO - Epoch [24][420/940] lr: 3.921e-01, eta: 2 days, 16:04:26, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.2729, top5_acc: 0.5270, loss_cls: 3.3509, loss: 3.3509, grad_norm: 1.0822 2020-07-31 21:45:39,226 - mmaction - INFO - Epoch [24][440/940] lr: 3.921e-01, eta: 2 days, 16:04:05, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.2781, top5_acc: 0.5121, loss_cls: 3.4060, loss: 3.4060, grad_norm: 1.0743 2020-07-31 21:45:59,686 - mmaction - INFO - Epoch [24][460/940] lr: 3.921e-01, eta: 2 days, 16:03:37, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.2687, top5_acc: 0.5166, loss_cls: 3.3820, loss: 3.3820, grad_norm: 1.0606 2020-07-31 21:46:19,554 - mmaction - INFO - Epoch [24][480/940] lr: 3.921e-01, eta: 2 days, 16:03:05, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.2799, top5_acc: 0.5289, loss_cls: 3.3502, loss: 3.3502, grad_norm: 1.0643 2020-07-31 21:46:39,658 - mmaction - INFO - Epoch [24][500/940] lr: 3.921e-01, eta: 2 days, 16:02:34, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5248, loss_cls: 3.3853, loss: 3.3853, grad_norm: 1.0812 2020-07-31 21:47:00,206 - mmaction - INFO - Epoch [24][520/940] lr: 3.921e-01, eta: 2 days, 16:02:07, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5162, loss_cls: 3.4227, loss: 3.4227, grad_norm: 1.0352 2020-07-31 21:47:20,627 - mmaction - INFO - Epoch [24][540/940] lr: 3.921e-01, eta: 2 days, 16:01:39, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.2814, top5_acc: 0.5352, loss_cls: 3.3663, loss: 3.3663, grad_norm: 1.0823 2020-07-31 21:47:41,033 - mmaction - INFO - Epoch [24][560/940] lr: 3.921e-01, eta: 2 days, 16:01:12, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2656, top5_acc: 0.5264, loss_cls: 3.4031, loss: 3.4031, grad_norm: 1.0697 2020-07-31 21:48:01,293 - mmaction - INFO - Epoch [24][580/940] lr: 3.921e-01, eta: 2 days, 16:00:41, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5387, loss_cls: 3.3331, loss: 3.3331, grad_norm: 1.0573 2020-07-31 21:48:20,918 - mmaction - INFO - Epoch [24][600/940] lr: 3.921e-01, eta: 2 days, 16:00:06, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5234, loss_cls: 3.3846, loss: 3.3846, grad_norm: 1.0530 2020-07-31 21:48:41,559 - mmaction - INFO - Epoch [24][620/940] lr: 3.921e-01, eta: 2 days, 15:59:41, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.2707, top5_acc: 0.5201, loss_cls: 3.4200, loss: 3.4200, grad_norm: 1.0563 2020-07-31 21:49:02,340 - mmaction - INFO - Epoch [24][640/940] lr: 3.921e-01, eta: 2 days, 15:59:17, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.2781, top5_acc: 0.5199, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.0745 2020-07-31 21:49:23,636 - mmaction - INFO - Epoch [24][660/940] lr: 3.921e-01, eta: 2 days, 15:58:57, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.2684, top5_acc: 0.5047, loss_cls: 3.4334, loss: 3.4334, grad_norm: 1.0736 2020-07-31 21:49:43,897 - mmaction - INFO - Epoch [24][680/940] lr: 3.921e-01, eta: 2 days, 15:58:28, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5197, loss_cls: 3.3968, loss: 3.3968, grad_norm: 1.0629 2020-07-31 21:50:04,726 - mmaction - INFO - Epoch [24][700/940] lr: 3.921e-01, eta: 2 days, 15:58:05, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.2752, top5_acc: 0.5314, loss_cls: 3.3465, loss: 3.3465, grad_norm: 1.0959 2020-07-31 21:50:25,675 - mmaction - INFO - Epoch [24][720/940] lr: 3.921e-01, eta: 2 days, 15:57:42, time: 1.049, data_time: 0.003, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5223, loss_cls: 3.3679, loss: 3.3679, grad_norm: 1.0761 2020-07-31 21:50:46,436 - mmaction - INFO - Epoch [24][740/940] lr: 3.921e-01, eta: 2 days, 15:57:17, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.2705, top5_acc: 0.5229, loss_cls: 3.3861, loss: 3.3861, grad_norm: 1.0734 2020-07-31 21:51:08,010 - mmaction - INFO - Epoch [24][760/940] lr: 3.921e-01, eta: 2 days, 15:57:02, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.2682, top5_acc: 0.5115, loss_cls: 3.4368, loss: 3.4368, grad_norm: 1.0735 2020-07-31 21:51:29,004 - mmaction - INFO - Epoch [24][780/940] lr: 3.921e-01, eta: 2 days, 15:56:39, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.2752, top5_acc: 0.5146, loss_cls: 3.4410, loss: 3.4410, grad_norm: 1.0734 2020-07-31 21:51:49,699 - mmaction - INFO - Epoch [24][800/940] lr: 3.921e-01, eta: 2 days, 15:56:14, time: 1.032, data_time: 0.002, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5225, loss_cls: 3.3898, loss: 3.3898, grad_norm: 1.0799 2020-07-31 21:52:09,914 - mmaction - INFO - Epoch [24][820/940] lr: 3.921e-01, eta: 2 days, 15:55:44, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.2668, top5_acc: 0.5152, loss_cls: 3.4273, loss: 3.4273, grad_norm: 1.0685 2020-07-31 21:52:31,015 - mmaction - INFO - Epoch [24][840/940] lr: 3.921e-01, eta: 2 days, 15:55:24, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5244, loss_cls: 3.3876, loss: 3.3876, grad_norm: 1.0629 2020-07-31 21:52:51,499 - mmaction - INFO - Epoch [24][860/940] lr: 3.921e-01, eta: 2 days, 15:54:57, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.2746, top5_acc: 0.5324, loss_cls: 3.3649, loss: 3.3649, grad_norm: 1.0577 2020-07-31 21:53:11,601 - mmaction - INFO - Epoch [24][880/940] lr: 3.921e-01, eta: 2 days, 15:54:25, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5201, loss_cls: 3.3841, loss: 3.3841, grad_norm: 1.0693 2020-07-31 21:53:32,220 - mmaction - INFO - Epoch [24][900/940] lr: 3.921e-01, eta: 2 days, 15:54:00, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.2738, top5_acc: 0.5188, loss_cls: 3.4162, loss: 3.4162, grad_norm: 1.0687 2020-07-31 21:53:52,704 - mmaction - INFO - Epoch [24][920/940] lr: 3.921e-01, eta: 2 days, 15:53:33, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.2775, top5_acc: 0.5221, loss_cls: 3.3913, loss: 3.3913, grad_norm: 1.0760 2020-07-31 21:54:11,654 - mmaction - INFO - Epoch [24][940/940] lr: 3.921e-01, eta: 2 days, 15:52:51, time: 0.945, data_time: 0.006, memory: 6199, top1_acc: 0.2675, top5_acc: 0.5077, loss_cls: 3.4629, loss: 3.4629, grad_norm: 1.0791 2020-07-31 21:54:11,946 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-07-31 21:54:42,480 - mmaction - INFO - Epoch [25][20/940] lr: 3.914e-01, eta: 2 days, 15:53:43, time: 1.436, data_time: 0.401, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5346, loss_cls: 3.3332, loss: 3.3332, grad_norm: 1.0756 2020-07-31 21:55:02,713 - mmaction - INFO - Epoch [25][40/940] lr: 3.914e-01, eta: 2 days, 15:53:14, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5264, loss_cls: 3.3735, loss: 3.3735, grad_norm: 1.0863 2020-07-31 21:55:22,513 - mmaction - INFO - Epoch [25][60/940] lr: 3.914e-01, eta: 2 days, 15:52:40, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.2762, top5_acc: 0.5213, loss_cls: 3.3911, loss: 3.3911, grad_norm: 1.0609 2020-07-31 21:55:43,184 - mmaction - INFO - Epoch [25][80/940] lr: 3.914e-01, eta: 2 days, 15:52:15, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.2840, top5_acc: 0.5209, loss_cls: 3.3804, loss: 3.3804, grad_norm: 1.0668 2020-07-31 21:56:03,689 - mmaction - INFO - Epoch [25][100/940] lr: 3.914e-01, eta: 2 days, 15:51:48, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.2840, top5_acc: 0.5246, loss_cls: 3.3537, loss: 3.3537, grad_norm: 1.0698 2020-07-31 21:56:24,497 - mmaction - INFO - Epoch [25][120/940] lr: 3.914e-01, eta: 2 days, 15:51:25, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.2793, top5_acc: 0.5211, loss_cls: 3.3931, loss: 3.3931, grad_norm: 1.0584 2020-07-31 21:56:45,366 - mmaction - INFO - Epoch [25][140/940] lr: 3.914e-01, eta: 2 days, 15:51:01, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.2703, top5_acc: 0.5107, loss_cls: 3.4015, loss: 3.4015, grad_norm: 1.0660 2020-07-31 21:57:05,730 - mmaction - INFO - Epoch [25][160/940] lr: 3.914e-01, eta: 2 days, 15:50:33, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.2758, top5_acc: 0.5230, loss_cls: 3.3718, loss: 3.3718, grad_norm: 1.0516 2020-07-31 21:57:26,015 - mmaction - INFO - Epoch [25][180/940] lr: 3.914e-01, eta: 2 days, 15:50:05, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5291, loss_cls: 3.3644, loss: 3.3644, grad_norm: 1.0667 2020-07-31 21:57:46,029 - mmaction - INFO - Epoch [25][200/940] lr: 3.914e-01, eta: 2 days, 15:49:33, time: 0.999, data_time: 0.002, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5180, loss_cls: 3.3890, loss: 3.3890, grad_norm: 1.0797 2020-07-31 21:58:06,679 - mmaction - INFO - Epoch [25][220/940] lr: 3.914e-01, eta: 2 days, 15:49:07, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5352, loss_cls: 3.3575, loss: 3.3575, grad_norm: 1.0749 2020-07-31 21:58:27,053 - mmaction - INFO - Epoch [25][240/940] lr: 3.914e-01, eta: 2 days, 15:48:40, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5277, loss_cls: 3.3594, loss: 3.3594, grad_norm: 1.0806 2020-07-31 21:58:47,240 - mmaction - INFO - Epoch [25][260/940] lr: 3.914e-01, eta: 2 days, 15:48:09, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5180, loss_cls: 3.3903, loss: 3.3903, grad_norm: 1.0686 2020-07-31 21:59:07,663 - mmaction - INFO - Epoch [25][280/940] lr: 3.914e-01, eta: 2 days, 15:47:42, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5363, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.0475 2020-07-31 21:59:28,539 - mmaction - INFO - Epoch [25][300/940] lr: 3.914e-01, eta: 2 days, 15:47:20, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5344, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.0632 2020-07-31 21:59:48,968 - mmaction - INFO - Epoch [25][320/940] lr: 3.914e-01, eta: 2 days, 15:46:52, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.2766, top5_acc: 0.5350, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.0797 2020-07-31 22:00:18,072 - mmaction - INFO - Epoch [25][340/940] lr: 3.914e-01, eta: 2 days, 15:47:46, time: 1.449, data_time: 0.006, memory: 6199, top1_acc: 0.2746, top5_acc: 0.5248, loss_cls: 3.3990, loss: 3.3990, grad_norm: 1.0638 2020-07-31 22:00:38,390 - mmaction - INFO - Epoch [25][360/940] lr: 3.914e-01, eta: 2 days, 15:47:18, time: 1.021, data_time: 0.019, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5266, loss_cls: 3.3371, loss: 3.3371, grad_norm: 1.0358 2020-07-31 22:00:58,651 - mmaction - INFO - Epoch [25][380/940] lr: 3.914e-01, eta: 2 days, 15:46:50, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5332, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.0700 2020-07-31 22:01:18,841 - mmaction - INFO - Epoch [25][400/940] lr: 3.914e-01, eta: 2 days, 15:46:20, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5191, loss_cls: 3.4048, loss: 3.4048, grad_norm: 1.0693 2020-07-31 22:01:39,566 - mmaction - INFO - Epoch [25][420/940] lr: 3.914e-01, eta: 2 days, 15:45:55, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.2682, top5_acc: 0.5205, loss_cls: 3.4100, loss: 3.4100, grad_norm: 1.0514 2020-07-31 22:02:00,249 - mmaction - INFO - Epoch [25][440/940] lr: 3.914e-01, eta: 2 days, 15:45:30, time: 1.034, data_time: 0.002, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5205, loss_cls: 3.3879, loss: 3.3879, grad_norm: 1.0832 2020-07-31 22:02:21,135 - mmaction - INFO - Epoch [25][460/940] lr: 3.914e-01, eta: 2 days, 15:45:07, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.2771, top5_acc: 0.5338, loss_cls: 3.3412, loss: 3.3412, grad_norm: 1.0766 2020-07-31 22:02:41,215 - mmaction - INFO - Epoch [25][480/940] lr: 3.914e-01, eta: 2 days, 15:44:36, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.2701, top5_acc: 0.5172, loss_cls: 3.4311, loss: 3.4311, grad_norm: 1.0976 2020-07-31 22:03:01,389 - mmaction - INFO - Epoch [25][500/940] lr: 3.914e-01, eta: 2 days, 15:44:07, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5193, loss_cls: 3.4021, loss: 3.4021, grad_norm: 1.0599 2020-07-31 22:03:22,528 - mmaction - INFO - Epoch [25][520/940] lr: 3.914e-01, eta: 2 days, 15:43:46, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.2662, top5_acc: 0.5303, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.0654 2020-07-31 22:03:43,018 - mmaction - INFO - Epoch [25][540/940] lr: 3.914e-01, eta: 2 days, 15:43:19, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2725, top5_acc: 0.5279, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.0614 2020-07-31 22:04:04,608 - mmaction - INFO - Epoch [25][560/940] lr: 3.914e-01, eta: 2 days, 15:43:03, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.2785, top5_acc: 0.5170, loss_cls: 3.3920, loss: 3.3920, grad_norm: 1.0677 2020-07-31 22:04:25,740 - mmaction - INFO - Epoch [25][580/940] lr: 3.914e-01, eta: 2 days, 15:42:42, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.2699, top5_acc: 0.5217, loss_cls: 3.3941, loss: 3.3941, grad_norm: 1.0795 2020-07-31 22:04:45,750 - mmaction - INFO - Epoch [25][600/940] lr: 3.914e-01, eta: 2 days, 15:42:11, time: 1.000, data_time: 0.002, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5066, loss_cls: 3.4440, loss: 3.4440, grad_norm: 1.0821 2020-07-31 22:05:06,217 - mmaction - INFO - Epoch [25][620/940] lr: 3.914e-01, eta: 2 days, 15:41:44, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.2684, top5_acc: 0.5256, loss_cls: 3.4081, loss: 3.4081, grad_norm: 1.0694 2020-07-31 22:05:26,979 - mmaction - INFO - Epoch [25][640/940] lr: 3.914e-01, eta: 2 days, 15:41:20, time: 1.039, data_time: 0.003, memory: 6199, top1_acc: 0.2646, top5_acc: 0.5143, loss_cls: 3.4407, loss: 3.4407, grad_norm: 1.0607 2020-07-31 22:05:47,206 - mmaction - INFO - Epoch [25][660/940] lr: 3.914e-01, eta: 2 days, 15:40:51, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5307, loss_cls: 3.3668, loss: 3.3668, grad_norm: 1.0728 2020-07-31 22:06:08,042 - mmaction - INFO - Epoch [25][680/940] lr: 3.914e-01, eta: 2 days, 15:40:27, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.2768, top5_acc: 0.5336, loss_cls: 3.3650, loss: 3.3650, grad_norm: 1.0531 2020-07-31 22:06:29,396 - mmaction - INFO - Epoch [25][700/940] lr: 3.914e-01, eta: 2 days, 15:40:08, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5184, loss_cls: 3.4305, loss: 3.4305, grad_norm: 1.0706 2020-07-31 22:06:50,047 - mmaction - INFO - Epoch [25][720/940] lr: 3.914e-01, eta: 2 days, 15:39:44, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.2754, top5_acc: 0.5170, loss_cls: 3.3961, loss: 3.3961, grad_norm: 1.0655 2020-07-31 22:07:10,520 - mmaction - INFO - Epoch [25][740/940] lr: 3.914e-01, eta: 2 days, 15:39:17, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5248, loss_cls: 3.3933, loss: 3.3933, grad_norm: 1.0637 2020-07-31 22:07:31,025 - mmaction - INFO - Epoch [25][760/940] lr: 3.914e-01, eta: 2 days, 15:38:49, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5287, loss_cls: 3.3405, loss: 3.3405, grad_norm: 1.0819 2020-07-31 22:07:51,118 - mmaction - INFO - Epoch [25][780/940] lr: 3.914e-01, eta: 2 days, 15:38:20, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.2740, top5_acc: 0.5117, loss_cls: 3.4366, loss: 3.4366, grad_norm: 1.0520 2020-07-31 22:08:11,529 - mmaction - INFO - Epoch [25][800/940] lr: 3.914e-01, eta: 2 days, 15:37:52, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.2674, top5_acc: 0.5314, loss_cls: 3.3747, loss: 3.3747, grad_norm: 1.0865 2020-07-31 22:08:31,631 - mmaction - INFO - Epoch [25][820/940] lr: 3.914e-01, eta: 2 days, 15:37:23, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.2670, top5_acc: 0.5201, loss_cls: 3.3881, loss: 3.3881, grad_norm: 1.0590 2020-07-31 22:08:52,453 - mmaction - INFO - Epoch [25][840/940] lr: 3.914e-01, eta: 2 days, 15:36:59, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.2754, top5_acc: 0.5305, loss_cls: 3.3782, loss: 3.3782, grad_norm: 1.0721 2020-07-31 22:09:12,298 - mmaction - INFO - Epoch [25][860/940] lr: 3.914e-01, eta: 2 days, 15:36:26, time: 0.991, data_time: 0.003, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5119, loss_cls: 3.4335, loss: 3.4335, grad_norm: 1.0694 2020-07-31 22:09:32,460 - mmaction - INFO - Epoch [25][880/940] lr: 3.914e-01, eta: 2 days, 15:35:56, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.2740, top5_acc: 0.5191, loss_cls: 3.3894, loss: 3.3894, grad_norm: 1.0621 2020-07-31 22:09:52,918 - mmaction - INFO - Epoch [25][900/940] lr: 3.914e-01, eta: 2 days, 15:35:30, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5295, loss_cls: 3.3451, loss: 3.3451, grad_norm: 1.0753 2020-07-31 22:10:13,079 - mmaction - INFO - Epoch [25][920/940] lr: 3.914e-01, eta: 2 days, 15:35:00, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5166, loss_cls: 3.4156, loss: 3.4156, grad_norm: 1.0703 2020-07-31 22:10:32,827 - mmaction - INFO - Epoch [25][940/940] lr: 3.914e-01, eta: 2 days, 15:34:27, time: 0.989, data_time: 0.006, memory: 6199, top1_acc: 0.2612, top5_acc: 0.5142, loss_cls: 3.4537, loss: 3.4537, grad_norm: 1.0753 2020-07-31 22:11:06,042 - mmaction - INFO - Epoch [26][20/940] lr: 3.907e-01, eta: 2 days, 15:35:53, time: 1.635, data_time: 0.600, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5379, loss_cls: 3.3201, loss: 3.3201, grad_norm: 1.0523 2020-07-31 22:11:26,169 - mmaction - INFO - Epoch [26][40/940] lr: 3.907e-01, eta: 2 days, 15:35:24, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5314, loss_cls: 3.3519, loss: 3.3519, grad_norm: 1.0700 2020-07-31 22:11:46,804 - mmaction - INFO - Epoch [26][60/940] lr: 3.907e-01, eta: 2 days, 15:34:58, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.2650, top5_acc: 0.5170, loss_cls: 3.4188, loss: 3.4188, grad_norm: 1.0646 2020-07-31 22:12:07,457 - mmaction - INFO - Epoch [26][80/940] lr: 3.907e-01, eta: 2 days, 15:34:33, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5338, loss_cls: 3.3366, loss: 3.3366, grad_norm: 1.0821 2020-07-31 22:12:28,670 - mmaction - INFO - Epoch [26][100/940] lr: 3.907e-01, eta: 2 days, 15:34:13, time: 1.060, data_time: 0.004, memory: 6199, top1_acc: 0.2871, top5_acc: 0.5309, loss_cls: 3.3537, loss: 3.3537, grad_norm: 1.0593 2020-07-31 22:12:50,867 - mmaction - INFO - Epoch [26][120/940] lr: 3.907e-01, eta: 2 days, 15:34:02, time: 1.111, data_time: 0.010, memory: 6199, top1_acc: 0.2777, top5_acc: 0.5248, loss_cls: 3.4065, loss: 3.4065, grad_norm: 1.0759 2020-07-31 22:13:11,887 - mmaction - INFO - Epoch [26][140/940] lr: 3.907e-01, eta: 2 days, 15:33:41, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.2711, top5_acc: 0.5354, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0832 2020-07-31 22:13:34,268 - mmaction - INFO - Epoch [26][160/940] lr: 3.907e-01, eta: 2 days, 15:33:31, time: 1.117, data_time: 0.007, memory: 6199, top1_acc: 0.2707, top5_acc: 0.5285, loss_cls: 3.3908, loss: 3.3908, grad_norm: 1.0652 2020-07-31 22:13:54,658 - mmaction - INFO - Epoch [26][180/940] lr: 3.907e-01, eta: 2 days, 15:33:04, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5367, loss_cls: 3.2831, loss: 3.2831, grad_norm: 1.0704 2020-07-31 22:14:15,758 - mmaction - INFO - Epoch [26][200/940] lr: 3.907e-01, eta: 2 days, 15:32:42, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.2881, top5_acc: 0.5398, loss_cls: 3.3080, loss: 3.3080, grad_norm: 1.1021 2020-07-31 22:14:36,124 - mmaction - INFO - Epoch [26][220/940] lr: 3.907e-01, eta: 2 days, 15:32:15, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5279, loss_cls: 3.3725, loss: 3.3725, grad_norm: 1.0525 2020-07-31 22:14:56,400 - mmaction - INFO - Epoch [26][240/940] lr: 3.907e-01, eta: 2 days, 15:31:46, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5246, loss_cls: 3.3530, loss: 3.3530, grad_norm: 1.0641 2020-07-31 22:15:16,743 - mmaction - INFO - Epoch [26][260/940] lr: 3.907e-01, eta: 2 days, 15:31:18, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.2693, top5_acc: 0.5318, loss_cls: 3.3981, loss: 3.3981, grad_norm: 1.0930 2020-07-31 22:15:38,449 - mmaction - INFO - Epoch [26][280/940] lr: 3.907e-01, eta: 2 days, 15:31:03, time: 1.085, data_time: 0.010, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5408, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.0667 2020-07-31 22:15:58,719 - mmaction - INFO - Epoch [26][300/940] lr: 3.907e-01, eta: 2 days, 15:30:34, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5244, loss_cls: 3.3780, loss: 3.3780, grad_norm: 1.0781 2020-07-31 22:16:19,572 - mmaction - INFO - Epoch [26][320/940] lr: 3.907e-01, eta: 2 days, 15:30:11, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5295, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.0829 2020-07-31 22:16:39,802 - mmaction - INFO - Epoch [26][340/940] lr: 3.907e-01, eta: 2 days, 15:29:42, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.2672, top5_acc: 0.5213, loss_cls: 3.4026, loss: 3.4026, grad_norm: 1.0752 2020-07-31 22:16:59,844 - mmaction - INFO - Epoch [26][360/940] lr: 3.907e-01, eta: 2 days, 15:29:11, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.2701, top5_acc: 0.5104, loss_cls: 3.3951, loss: 3.3951, grad_norm: 1.0814 2020-07-31 22:17:20,377 - mmaction - INFO - Epoch [26][380/940] lr: 3.907e-01, eta: 2 days, 15:28:45, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5324, loss_cls: 3.3616, loss: 3.3616, grad_norm: 1.0783 2020-07-31 22:17:40,364 - mmaction - INFO - Epoch [26][400/940] lr: 3.907e-01, eta: 2 days, 15:28:15, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.2840, top5_acc: 0.5357, loss_cls: 3.3462, loss: 3.3462, grad_norm: 1.0868 2020-07-31 22:18:01,197 - mmaction - INFO - Epoch [26][420/940] lr: 3.907e-01, eta: 2 days, 15:27:51, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.2717, top5_acc: 0.5188, loss_cls: 3.4004, loss: 3.4004, grad_norm: 1.0855 2020-07-31 22:18:22,171 - mmaction - INFO - Epoch [26][440/940] lr: 3.907e-01, eta: 2 days, 15:27:30, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.2812, top5_acc: 0.5361, loss_cls: 3.3350, loss: 3.3350, grad_norm: 1.0682 2020-07-31 22:18:43,413 - mmaction - INFO - Epoch [26][460/940] lr: 3.907e-01, eta: 2 days, 15:27:09, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.2684, top5_acc: 0.5180, loss_cls: 3.3962, loss: 3.3962, grad_norm: 1.0939 2020-07-31 22:19:03,875 - mmaction - INFO - Epoch [26][480/940] lr: 3.907e-01, eta: 2 days, 15:26:43, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5283, loss_cls: 3.3623, loss: 3.3623, grad_norm: 1.1010 2020-07-31 22:19:24,872 - mmaction - INFO - Epoch [26][500/940] lr: 3.907e-01, eta: 2 days, 15:26:20, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5186, loss_cls: 3.4132, loss: 3.4132, grad_norm: 1.0756 2020-07-31 22:19:46,122 - mmaction - INFO - Epoch [26][520/940] lr: 3.907e-01, eta: 2 days, 15:26:01, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5176, loss_cls: 3.3931, loss: 3.3931, grad_norm: 1.0664 2020-07-31 22:20:06,745 - mmaction - INFO - Epoch [26][540/940] lr: 3.907e-01, eta: 2 days, 15:25:36, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3774, loss: 3.3774, grad_norm: 1.0849 2020-07-31 22:20:27,883 - mmaction - INFO - Epoch [26][560/940] lr: 3.907e-01, eta: 2 days, 15:25:15, time: 1.056, data_time: 0.004, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5258, loss_cls: 3.3692, loss: 3.3692, grad_norm: 1.0675 2020-07-31 22:20:48,512 - mmaction - INFO - Epoch [26][580/940] lr: 3.907e-01, eta: 2 days, 15:24:50, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.2619, top5_acc: 0.5137, loss_cls: 3.4396, loss: 3.4396, grad_norm: 1.0640 2020-07-31 22:21:09,272 - mmaction - INFO - Epoch [26][600/940] lr: 3.907e-01, eta: 2 days, 15:24:27, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2773, top5_acc: 0.5232, loss_cls: 3.3919, loss: 3.3919, grad_norm: 1.0771 2020-07-31 22:21:29,534 - mmaction - INFO - Epoch [26][620/940] lr: 3.907e-01, eta: 2 days, 15:23:58, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5281, loss_cls: 3.3870, loss: 3.3870, grad_norm: 1.0602 2020-07-31 22:21:50,697 - mmaction - INFO - Epoch [26][640/940] lr: 3.907e-01, eta: 2 days, 15:23:38, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5186, loss_cls: 3.4005, loss: 3.4005, grad_norm: 1.0444 2020-07-31 22:22:10,763 - mmaction - INFO - Epoch [26][660/940] lr: 3.907e-01, eta: 2 days, 15:23:07, time: 1.000, data_time: 0.002, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5387, loss_cls: 3.3434, loss: 3.3434, grad_norm: 1.0720 2020-07-31 22:22:31,402 - mmaction - INFO - Epoch [26][680/940] lr: 3.907e-01, eta: 2 days, 15:22:43, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5244, loss_cls: 3.3747, loss: 3.3747, grad_norm: 1.0755 2020-07-31 22:22:51,783 - mmaction - INFO - Epoch [26][700/940] lr: 3.907e-01, eta: 2 days, 15:22:15, time: 1.017, data_time: 0.002, memory: 6199, top1_acc: 0.2740, top5_acc: 0.5207, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.0655 2020-07-31 22:23:12,242 - mmaction - INFO - Epoch [26][720/940] lr: 3.907e-01, eta: 2 days, 15:21:48, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.2783, top5_acc: 0.5254, loss_cls: 3.3628, loss: 3.3628, grad_norm: 1.0633 2020-07-31 22:23:32,636 - mmaction - INFO - Epoch [26][740/940] lr: 3.907e-01, eta: 2 days, 15:21:21, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.2812, top5_acc: 0.5209, loss_cls: 3.3812, loss: 3.3812, grad_norm: 1.0846 2020-07-31 22:23:53,786 - mmaction - INFO - Epoch [26][760/940] lr: 3.907e-01, eta: 2 days, 15:21:00, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2699, top5_acc: 0.5186, loss_cls: 3.4075, loss: 3.4075, grad_norm: 1.0705 2020-07-31 22:24:14,131 - mmaction - INFO - Epoch [26][780/940] lr: 3.907e-01, eta: 2 days, 15:20:33, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.2773, top5_acc: 0.5258, loss_cls: 3.3858, loss: 3.3858, grad_norm: 1.0703 2020-07-31 22:24:34,492 - mmaction - INFO - Epoch [26][800/940] lr: 3.907e-01, eta: 2 days, 15:20:05, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5305, loss_cls: 3.3651, loss: 3.3651, grad_norm: 1.0675 2020-07-31 22:24:54,850 - mmaction - INFO - Epoch [26][820/940] lr: 3.907e-01, eta: 2 days, 15:19:38, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.4279, loss: 3.4279, grad_norm: 1.0504 2020-07-31 22:25:15,066 - mmaction - INFO - Epoch [26][840/940] lr: 3.907e-01, eta: 2 days, 15:19:09, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5400, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.0567 2020-07-31 22:25:36,030 - mmaction - INFO - Epoch [26][860/940] lr: 3.907e-01, eta: 2 days, 15:18:47, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.2768, top5_acc: 0.5287, loss_cls: 3.3721, loss: 3.3721, grad_norm: 1.0876 2020-07-31 22:25:56,365 - mmaction - INFO - Epoch [26][880/940] lr: 3.907e-01, eta: 2 days, 15:18:19, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.2838, top5_acc: 0.5316, loss_cls: 3.3356, loss: 3.3356, grad_norm: 1.0691 2020-07-31 22:26:16,389 - mmaction - INFO - Epoch [26][900/940] lr: 3.907e-01, eta: 2 days, 15:17:49, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5232, loss_cls: 3.3606, loss: 3.3606, grad_norm: 1.0721 2020-07-31 22:26:37,961 - mmaction - INFO - Epoch [26][920/940] lr: 3.907e-01, eta: 2 days, 15:17:32, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.2746, top5_acc: 0.5146, loss_cls: 3.4062, loss: 3.4062, grad_norm: 1.0575 2020-07-31 22:26:57,015 - mmaction - INFO - Epoch [26][940/940] lr: 3.907e-01, eta: 2 days, 15:16:53, time: 0.954, data_time: 0.007, memory: 6199, top1_acc: 0.2697, top5_acc: 0.5158, loss_cls: 3.4065, loss: 3.4065, grad_norm: 1.0912 2020-07-31 22:27:27,396 - mmaction - INFO - Epoch [27][20/940] lr: 3.899e-01, eta: 2 days, 15:17:51, time: 1.499, data_time: 0.483, memory: 6199, top1_acc: 0.2793, top5_acc: 0.5283, loss_cls: 3.3518, loss: 3.3518, grad_norm: 1.0789 2020-07-31 22:27:47,356 - mmaction - INFO - Epoch [27][40/940] lr: 3.899e-01, eta: 2 days, 15:17:19, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5404, loss_cls: 3.3121, loss: 3.3121, grad_norm: 1.0765 2020-07-31 22:28:07,678 - mmaction - INFO - Epoch [27][60/940] lr: 3.899e-01, eta: 2 days, 15:16:52, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5256, loss_cls: 3.3381, loss: 3.3381, grad_norm: 1.0552 2020-07-31 22:28:27,891 - mmaction - INFO - Epoch [27][80/940] lr: 3.899e-01, eta: 2 days, 15:16:23, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5277, loss_cls: 3.3433, loss: 3.3433, grad_norm: 1.0589 2020-07-31 22:28:48,160 - mmaction - INFO - Epoch [27][100/940] lr: 3.899e-01, eta: 2 days, 15:15:55, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2814, top5_acc: 0.5283, loss_cls: 3.3520, loss: 3.3520, grad_norm: 1.0969 2020-07-31 22:29:09,129 - mmaction - INFO - Epoch [27][120/940] lr: 3.899e-01, eta: 2 days, 15:15:33, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5227, loss_cls: 3.3658, loss: 3.3658, grad_norm: 1.0731 2020-07-31 22:29:29,565 - mmaction - INFO - Epoch [27][140/940] lr: 3.899e-01, eta: 2 days, 15:15:06, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.2762, top5_acc: 0.5449, loss_cls: 3.3220, loss: 3.3220, grad_norm: 1.0696 2020-07-31 22:29:50,168 - mmaction - INFO - Epoch [27][160/940] lr: 3.899e-01, eta: 2 days, 15:14:41, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5295, loss_cls: 3.3840, loss: 3.3840, grad_norm: 1.0731 2020-07-31 22:30:10,994 - mmaction - INFO - Epoch [27][180/940] lr: 3.899e-01, eta: 2 days, 15:14:18, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.2758, top5_acc: 0.5291, loss_cls: 3.3681, loss: 3.3681, grad_norm: 1.0744 2020-07-31 22:30:31,090 - mmaction - INFO - Epoch [27][200/940] lr: 3.899e-01, eta: 2 days, 15:13:48, time: 1.003, data_time: 0.002, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5213, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0845 2020-07-31 22:30:51,821 - mmaction - INFO - Epoch [27][220/940] lr: 3.899e-01, eta: 2 days, 15:13:24, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5205, loss_cls: 3.3814, loss: 3.3814, grad_norm: 1.0734 2020-07-31 22:31:12,338 - mmaction - INFO - Epoch [27][240/940] lr: 3.899e-01, eta: 2 days, 15:12:58, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5346, loss_cls: 3.3278, loss: 3.3278, grad_norm: 1.0673 2020-07-31 22:31:32,720 - mmaction - INFO - Epoch [27][260/940] lr: 3.899e-01, eta: 2 days, 15:12:31, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5422, loss_cls: 3.3269, loss: 3.3269, grad_norm: 1.0790 2020-07-31 22:31:54,306 - mmaction - INFO - Epoch [27][280/940] lr: 3.899e-01, eta: 2 days, 15:12:14, time: 1.077, data_time: 0.003, memory: 6199, top1_acc: 0.2701, top5_acc: 0.5201, loss_cls: 3.3888, loss: 3.3888, grad_norm: 1.0712 2020-07-31 22:32:14,602 - mmaction - INFO - Epoch [27][300/940] lr: 3.899e-01, eta: 2 days, 15:11:46, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5330, loss_cls: 3.3417, loss: 3.3417, grad_norm: 1.1061 2020-07-31 22:32:35,444 - mmaction - INFO - Epoch [27][320/940] lr: 3.899e-01, eta: 2 days, 15:11:23, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5271, loss_cls: 3.3705, loss: 3.3705, grad_norm: 1.0701 2020-07-31 22:32:57,202 - mmaction - INFO - Epoch [27][340/940] lr: 3.899e-01, eta: 2 days, 15:11:08, time: 1.090, data_time: 0.005, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5381, loss_cls: 3.3354, loss: 3.3354, grad_norm: 1.0854 2020-07-31 22:33:17,880 - mmaction - INFO - Epoch [27][360/940] lr: 3.899e-01, eta: 2 days, 15:10:43, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5176, loss_cls: 3.4262, loss: 3.4262, grad_norm: 1.0696 2020-07-31 22:33:38,635 - mmaction - INFO - Epoch [27][380/940] lr: 3.899e-01, eta: 2 days, 15:10:20, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5215, loss_cls: 3.3744, loss: 3.3744, grad_norm: 1.0753 2020-07-31 22:33:58,827 - mmaction - INFO - Epoch [27][400/940] lr: 3.899e-01, eta: 2 days, 15:09:51, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.2861, top5_acc: 0.5439, loss_cls: 3.2845, loss: 3.2845, grad_norm: 1.0907 2020-07-31 22:34:19,624 - mmaction - INFO - Epoch [27][420/940] lr: 3.899e-01, eta: 2 days, 15:09:28, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5266, loss_cls: 3.3675, loss: 3.3675, grad_norm: 1.0756 2020-07-31 22:34:39,828 - mmaction - INFO - Epoch [27][440/940] lr: 3.899e-01, eta: 2 days, 15:08:59, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5316, loss_cls: 3.3439, loss: 3.3439, grad_norm: 1.0737 2020-07-31 22:35:00,557 - mmaction - INFO - Epoch [27][460/940] lr: 3.899e-01, eta: 2 days, 15:08:35, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5234, loss_cls: 3.3801, loss: 3.3801, grad_norm: 1.0877 2020-07-31 22:35:20,857 - mmaction - INFO - Epoch [27][480/940] lr: 3.899e-01, eta: 2 days, 15:08:07, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5443, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.0668 2020-07-31 22:35:41,211 - mmaction - INFO - Epoch [27][500/940] lr: 3.899e-01, eta: 2 days, 15:07:40, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5238, loss_cls: 3.3490, loss: 3.3490, grad_norm: 1.0803 2020-07-31 22:36:02,213 - mmaction - INFO - Epoch [27][520/940] lr: 3.899e-01, eta: 2 days, 15:07:18, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5213, loss_cls: 3.4092, loss: 3.4092, grad_norm: 1.1124 2020-07-31 22:36:22,446 - mmaction - INFO - Epoch [27][540/940] lr: 3.899e-01, eta: 2 days, 15:06:50, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.2844, top5_acc: 0.5260, loss_cls: 3.3517, loss: 3.3517, grad_norm: 1.0586 2020-07-31 22:36:42,826 - mmaction - INFO - Epoch [27][560/940] lr: 3.899e-01, eta: 2 days, 15:06:22, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.2795, top5_acc: 0.5279, loss_cls: 3.3530, loss: 3.3530, grad_norm: 1.0966 2020-07-31 22:37:02,989 - mmaction - INFO - Epoch [27][580/940] lr: 3.899e-01, eta: 2 days, 15:05:54, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5246, loss_cls: 3.3895, loss: 3.3895, grad_norm: 1.0746 2020-07-31 22:37:23,441 - mmaction - INFO - Epoch [27][600/940] lr: 3.899e-01, eta: 2 days, 15:05:28, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.2643, top5_acc: 0.5211, loss_cls: 3.4126, loss: 3.4126, grad_norm: 1.0808 2020-07-31 22:37:43,704 - mmaction - INFO - Epoch [27][620/940] lr: 3.899e-01, eta: 2 days, 15:05:00, time: 1.012, data_time: 0.004, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5344, loss_cls: 3.3628, loss: 3.3628, grad_norm: 1.0829 2020-07-31 22:38:04,345 - mmaction - INFO - Epoch [27][640/940] lr: 3.899e-01, eta: 2 days, 15:04:35, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5383, loss_cls: 3.3306, loss: 3.3306, grad_norm: 1.0703 2020-07-31 22:38:24,468 - mmaction - INFO - Epoch [27][660/940] lr: 3.899e-01, eta: 2 days, 15:04:06, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.2789, top5_acc: 0.5199, loss_cls: 3.4030, loss: 3.4030, grad_norm: 1.0701 2020-07-31 22:38:45,487 - mmaction - INFO - Epoch [27][680/940] lr: 3.899e-01, eta: 2 days, 15:03:44, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.2693, top5_acc: 0.5260, loss_cls: 3.4025, loss: 3.4025, grad_norm: 1.0888 2020-07-31 22:39:05,876 - mmaction - INFO - Epoch [27][700/940] lr: 3.899e-01, eta: 2 days, 15:03:17, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5268, loss_cls: 3.3589, loss: 3.3589, grad_norm: 1.0791 2020-07-31 22:39:26,083 - mmaction - INFO - Epoch [27][720/940] lr: 3.899e-01, eta: 2 days, 15:02:48, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.2629, top5_acc: 0.5078, loss_cls: 3.4626, loss: 3.4626, grad_norm: 1.0682 2020-07-31 22:39:47,419 - mmaction - INFO - Epoch [27][740/940] lr: 3.899e-01, eta: 2 days, 15:02:30, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.2771, top5_acc: 0.5236, loss_cls: 3.4097, loss: 3.4097, grad_norm: 1.0516 2020-07-31 22:40:07,577 - mmaction - INFO - Epoch [27][760/940] lr: 3.899e-01, eta: 2 days, 15:02:01, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.2793, top5_acc: 0.5291, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.0821 2020-07-31 22:40:28,474 - mmaction - INFO - Epoch [27][780/940] lr: 3.899e-01, eta: 2 days, 15:01:39, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.2783, top5_acc: 0.5291, loss_cls: 3.3594, loss: 3.3594, grad_norm: 1.0874 2020-07-31 22:40:48,873 - mmaction - INFO - Epoch [27][800/940] lr: 3.899e-01, eta: 2 days, 15:01:11, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.2799, top5_acc: 0.5273, loss_cls: 3.3830, loss: 3.3830, grad_norm: 1.0544 2020-07-31 22:41:09,277 - mmaction - INFO - Epoch [27][820/940] lr: 3.899e-01, eta: 2 days, 15:00:45, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5307, loss_cls: 3.3488, loss: 3.3488, grad_norm: 1.0565 2020-07-31 22:41:30,778 - mmaction - INFO - Epoch [27][840/940] lr: 3.899e-01, eta: 2 days, 15:00:27, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.2715, top5_acc: 0.5135, loss_cls: 3.4154, loss: 3.4154, grad_norm: 1.0783 2020-07-31 22:41:51,465 - mmaction - INFO - Epoch [27][860/940] lr: 3.899e-01, eta: 2 days, 15:00:03, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5338, loss_cls: 3.3544, loss: 3.3544, grad_norm: 1.0614 2020-07-31 22:42:11,700 - mmaction - INFO - Epoch [27][880/940] lr: 3.899e-01, eta: 2 days, 14:59:35, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5309, loss_cls: 3.3661, loss: 3.3661, grad_norm: 1.0708 2020-07-31 22:42:32,039 - mmaction - INFO - Epoch [27][900/940] lr: 3.899e-01, eta: 2 days, 14:59:08, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.2818, top5_acc: 0.5326, loss_cls: 3.3667, loss: 3.3667, grad_norm: 1.0541 2020-07-31 22:42:52,668 - mmaction - INFO - Epoch [27][920/940] lr: 3.899e-01, eta: 2 days, 14:58:43, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.2754, top5_acc: 0.5311, loss_cls: 3.3904, loss: 3.3904, grad_norm: 1.0719 2020-07-31 22:43:11,703 - mmaction - INFO - Epoch [27][940/940] lr: 3.899e-01, eta: 2 days, 14:58:05, time: 0.950, data_time: 0.008, memory: 6199, top1_acc: 0.2693, top5_acc: 0.5189, loss_cls: 3.4177, loss: 3.4177, grad_norm: 1.0806 2020-07-31 22:43:42,374 - mmaction - INFO - Epoch [28][20/940] lr: 3.891e-01, eta: 2 days, 14:59:03, time: 1.519, data_time: 0.457, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5182, loss_cls: 3.4016, loss: 3.4016, grad_norm: 1.0837 2020-07-31 22:44:02,207 - mmaction - INFO - Epoch [28][40/940] lr: 3.891e-01, eta: 2 days, 14:58:31, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.2793, top5_acc: 0.5375, loss_cls: 3.3327, loss: 3.3327, grad_norm: 1.0990 2020-07-31 22:44:21,935 - mmaction - INFO - Epoch [28][60/940] lr: 3.891e-01, eta: 2 days, 14:57:59, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.2811, top5_acc: 0.5242, loss_cls: 3.3595, loss: 3.3595, grad_norm: 1.0698 2020-07-31 22:44:42,357 - mmaction - INFO - Epoch [28][80/940] lr: 3.891e-01, eta: 2 days, 14:57:32, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.2811, top5_acc: 0.5223, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.0902 2020-07-31 22:45:04,166 - mmaction - INFO - Epoch [28][100/940] lr: 3.891e-01, eta: 2 days, 14:57:18, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.2842, top5_acc: 0.5316, loss_cls: 3.3377, loss: 3.3377, grad_norm: 1.0722 2020-07-31 22:45:25,034 - mmaction - INFO - Epoch [28][120/940] lr: 3.891e-01, eta: 2 days, 14:56:55, time: 1.042, data_time: 0.002, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5385, loss_cls: 3.3385, loss: 3.3385, grad_norm: 1.0699 2020-07-31 22:45:45,951 - mmaction - INFO - Epoch [28][140/940] lr: 3.891e-01, eta: 2 days, 14:56:32, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5340, loss_cls: 3.3264, loss: 3.3264, grad_norm: 1.1014 2020-07-31 22:46:07,118 - mmaction - INFO - Epoch [28][160/940] lr: 3.891e-01, eta: 2 days, 14:56:12, time: 1.059, data_time: 0.012, memory: 6199, top1_acc: 0.2676, top5_acc: 0.5248, loss_cls: 3.3907, loss: 3.3907, grad_norm: 1.1031 2020-07-31 22:46:29,158 - mmaction - INFO - Epoch [28][180/940] lr: 3.891e-01, eta: 2 days, 14:55:59, time: 1.104, data_time: 0.008, memory: 6199, top1_acc: 0.2723, top5_acc: 0.5230, loss_cls: 3.3796, loss: 3.3796, grad_norm: 1.0728 2020-07-31 22:46:49,818 - mmaction - INFO - Epoch [28][200/940] lr: 3.891e-01, eta: 2 days, 14:55:34, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.2766, top5_acc: 0.5244, loss_cls: 3.3789, loss: 3.3789, grad_norm: 1.0831 2020-07-31 22:47:10,703 - mmaction - INFO - Epoch [28][220/940] lr: 3.891e-01, eta: 2 days, 14:55:12, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.2834, top5_acc: 0.5330, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0829 2020-07-31 22:47:31,975 - mmaction - INFO - Epoch [28][240/940] lr: 3.891e-01, eta: 2 days, 14:54:53, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5424, loss_cls: 3.3166, loss: 3.3166, grad_norm: 1.1009 2020-07-31 22:47:53,217 - mmaction - INFO - Epoch [28][260/940] lr: 3.891e-01, eta: 2 days, 14:54:33, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2723, top5_acc: 0.5252, loss_cls: 3.3930, loss: 3.3930, grad_norm: 1.0954 2020-07-31 22:48:13,487 - mmaction - INFO - Epoch [28][280/940] lr: 3.891e-01, eta: 2 days, 14:54:06, time: 1.014, data_time: 0.002, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5316, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.0572 2020-07-31 22:48:35,306 - mmaction - INFO - Epoch [28][300/940] lr: 3.891e-01, eta: 2 days, 14:53:51, time: 1.089, data_time: 0.004, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5328, loss_cls: 3.3130, loss: 3.3130, grad_norm: 1.0948 2020-07-31 22:48:56,639 - mmaction - INFO - Epoch [28][320/940] lr: 3.891e-01, eta: 2 days, 14:53:32, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.2838, top5_acc: 0.5248, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.0844 2020-07-31 22:49:18,078 - mmaction - INFO - Epoch [28][340/940] lr: 3.891e-01, eta: 2 days, 14:53:13, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5340, loss_cls: 3.3189, loss: 3.3189, grad_norm: 1.0762 2020-07-31 22:49:39,435 - mmaction - INFO - Epoch [28][360/940] lr: 3.891e-01, eta: 2 days, 14:52:55, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5287, loss_cls: 3.3652, loss: 3.3652, grad_norm: 1.0911 2020-07-31 22:49:59,580 - mmaction - INFO - Epoch [28][380/940] lr: 3.891e-01, eta: 2 days, 14:52:26, time: 1.006, data_time: 0.004, memory: 6199, top1_acc: 0.2789, top5_acc: 0.5354, loss_cls: 3.3695, loss: 3.3695, grad_norm: 1.0776 2020-07-31 22:50:20,748 - mmaction - INFO - Epoch [28][400/940] lr: 3.891e-01, eta: 2 days, 14:52:06, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5371, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0685 2020-07-31 22:50:42,733 - mmaction - INFO - Epoch [28][420/940] lr: 3.891e-01, eta: 2 days, 14:51:53, time: 1.102, data_time: 0.011, memory: 6199, top1_acc: 0.2834, top5_acc: 0.5250, loss_cls: 3.3554, loss: 3.3554, grad_norm: 1.0902 2020-07-31 22:51:03,363 - mmaction - INFO - Epoch [28][440/940] lr: 3.891e-01, eta: 2 days, 14:51:28, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5369, loss_cls: 3.3120, loss: 3.3120, grad_norm: 1.0572 2020-07-31 22:51:23,814 - mmaction - INFO - Epoch [28][460/940] lr: 3.891e-01, eta: 2 days, 14:51:02, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5215, loss_cls: 3.4067, loss: 3.4067, grad_norm: 1.0829 2020-07-31 22:51:44,517 - mmaction - INFO - Epoch [28][480/940] lr: 3.891e-01, eta: 2 days, 14:50:37, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2914, top5_acc: 0.5418, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.0833 2020-07-31 22:52:05,410 - mmaction - INFO - Epoch [28][500/940] lr: 3.891e-01, eta: 2 days, 14:50:15, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5396, loss_cls: 3.3225, loss: 3.3225, grad_norm: 1.0699 2020-07-31 22:52:26,250 - mmaction - INFO - Epoch [28][520/940] lr: 3.891e-01, eta: 2 days, 14:49:53, time: 1.043, data_time: 0.003, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5365, loss_cls: 3.3309, loss: 3.3309, grad_norm: 1.0726 2020-07-31 22:52:46,635 - mmaction - INFO - Epoch [28][540/940] lr: 3.891e-01, eta: 2 days, 14:49:25, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5234, loss_cls: 3.3508, loss: 3.3508, grad_norm: 1.0799 2020-07-31 22:53:06,871 - mmaction - INFO - Epoch [28][560/940] lr: 3.891e-01, eta: 2 days, 14:48:57, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5307, loss_cls: 3.3453, loss: 3.3453, grad_norm: 1.0911 2020-07-31 22:53:27,795 - mmaction - INFO - Epoch [28][580/940] lr: 3.891e-01, eta: 2 days, 14:48:36, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.2736, top5_acc: 0.5184, loss_cls: 3.4000, loss: 3.4000, grad_norm: 1.0707 2020-07-31 22:53:48,513 - mmaction - INFO - Epoch [28][600/940] lr: 3.891e-01, eta: 2 days, 14:48:12, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.2670, top5_acc: 0.5154, loss_cls: 3.4051, loss: 3.4051, grad_norm: 1.0722 2020-07-31 22:54:09,283 - mmaction - INFO - Epoch [28][620/940] lr: 3.891e-01, eta: 2 days, 14:47:48, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5283, loss_cls: 3.3600, loss: 3.3600, grad_norm: 1.0866 2020-07-31 22:54:30,736 - mmaction - INFO - Epoch [28][640/940] lr: 3.891e-01, eta: 2 days, 14:47:30, time: 1.073, data_time: 0.005, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5359, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.0546 2020-07-31 22:54:50,910 - mmaction - INFO - Epoch [28][660/940] lr: 3.891e-01, eta: 2 days, 14:47:02, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.2762, top5_acc: 0.5240, loss_cls: 3.3945, loss: 3.3945, grad_norm: 1.0885 2020-07-31 22:55:12,325 - mmaction - INFO - Epoch [28][680/940] lr: 3.891e-01, eta: 2 days, 14:46:43, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5203, loss_cls: 3.3731, loss: 3.3731, grad_norm: 1.0716 2020-07-31 22:55:32,616 - mmaction - INFO - Epoch [28][700/940] lr: 3.891e-01, eta: 2 days, 14:46:16, time: 1.016, data_time: 0.010, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5277, loss_cls: 3.3542, loss: 3.3542, grad_norm: 1.0837 2020-07-31 22:55:53,634 - mmaction - INFO - Epoch [28][720/940] lr: 3.891e-01, eta: 2 days, 14:45:55, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2777, top5_acc: 0.5289, loss_cls: 3.3704, loss: 3.3704, grad_norm: 1.0770 2020-07-31 22:56:14,323 - mmaction - INFO - Epoch [28][740/940] lr: 3.891e-01, eta: 2 days, 14:45:31, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5254, loss_cls: 3.3796, loss: 3.3796, grad_norm: 1.0784 2020-07-31 22:56:34,721 - mmaction - INFO - Epoch [28][760/940] lr: 3.891e-01, eta: 2 days, 14:45:04, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5363, loss_cls: 3.2995, loss: 3.2995, grad_norm: 1.0799 2020-07-31 22:56:55,462 - mmaction - INFO - Epoch [28][780/940] lr: 3.891e-01, eta: 2 days, 14:44:41, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.2789, top5_acc: 0.5352, loss_cls: 3.3461, loss: 3.3461, grad_norm: 1.0583 2020-07-31 22:57:16,013 - mmaction - INFO - Epoch [28][800/940] lr: 3.891e-01, eta: 2 days, 14:44:15, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5271, loss_cls: 3.3485, loss: 3.3485, grad_norm: 1.0862 2020-07-31 22:57:37,071 - mmaction - INFO - Epoch [28][820/940] lr: 3.891e-01, eta: 2 days, 14:43:54, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5139, loss_cls: 3.3927, loss: 3.3927, grad_norm: 1.0828 2020-07-31 22:57:57,730 - mmaction - INFO - Epoch [28][840/940] lr: 3.891e-01, eta: 2 days, 14:43:29, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.2881, top5_acc: 0.5305, loss_cls: 3.3324, loss: 3.3324, grad_norm: 1.0758 2020-07-31 22:58:18,232 - mmaction - INFO - Epoch [28][860/940] lr: 3.891e-01, eta: 2 days, 14:43:03, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.2773, top5_acc: 0.5326, loss_cls: 3.3620, loss: 3.3620, grad_norm: 1.0863 2020-07-31 22:58:38,437 - mmaction - INFO - Epoch [28][880/940] lr: 3.891e-01, eta: 2 days, 14:42:36, time: 1.015, data_time: 0.013, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5430, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.0776 2020-07-31 22:58:58,476 - mmaction - INFO - Epoch [28][900/940] lr: 3.891e-01, eta: 2 days, 14:42:06, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.2889, top5_acc: 0.5334, loss_cls: 3.3138, loss: 3.3138, grad_norm: 1.0916 2020-07-31 22:59:19,347 - mmaction - INFO - Epoch [28][920/940] lr: 3.891e-01, eta: 2 days, 14:41:44, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.2783, top5_acc: 0.5365, loss_cls: 3.3251, loss: 3.3251, grad_norm: 1.0994 2020-07-31 22:59:38,857 - mmaction - INFO - Epoch [28][940/940] lr: 3.891e-01, eta: 2 days, 14:41:10, time: 0.977, data_time: 0.007, memory: 6199, top1_acc: 0.2739, top5_acc: 0.5248, loss_cls: 3.3665, loss: 3.3665, grad_norm: 1.0756 2020-07-31 22:59:39,168 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-07-31 23:00:13,694 - mmaction - INFO - Epoch [29][20/940] lr: 3.883e-01, eta: 2 days, 14:42:18, time: 1.601, data_time: 0.440, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5549, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.1100 2020-07-31 23:00:33,542 - mmaction - INFO - Epoch [29][40/940] lr: 3.883e-01, eta: 2 days, 14:41:49, time: 1.002, data_time: 0.021, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5352, loss_cls: 3.3047, loss: 3.3047, grad_norm: 1.0770 2020-07-31 23:00:53,196 - mmaction - INFO - Epoch [29][60/940] lr: 3.883e-01, eta: 2 days, 14:41:16, time: 0.982, data_time: 0.008, memory: 6199, top1_acc: 0.2756, top5_acc: 0.5297, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.1057 2020-07-31 23:01:14,516 - mmaction - INFO - Epoch [29][80/940] lr: 3.883e-01, eta: 2 days, 14:40:57, time: 1.067, data_time: 0.003, memory: 6199, top1_acc: 0.2828, top5_acc: 0.5236, loss_cls: 3.3742, loss: 3.3742, grad_norm: 1.0895 2020-07-31 23:01:36,069 - mmaction - INFO - Epoch [29][100/940] lr: 3.883e-01, eta: 2 days, 14:40:40, time: 1.074, data_time: 0.005, memory: 6199, top1_acc: 0.2838, top5_acc: 0.5342, loss_cls: 3.2998, loss: 3.2998, grad_norm: 1.0807 2020-07-31 23:01:57,221 - mmaction - INFO - Epoch [29][120/940] lr: 3.883e-01, eta: 2 days, 14:40:20, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5410, loss_cls: 3.2914, loss: 3.2914, grad_norm: 1.0862 2020-07-31 23:02:18,508 - mmaction - INFO - Epoch [29][140/940] lr: 3.883e-01, eta: 2 days, 14:40:00, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2781, top5_acc: 0.5264, loss_cls: 3.3266, loss: 3.3266, grad_norm: 1.0762 2020-07-31 23:02:39,718 - mmaction - INFO - Epoch [29][160/940] lr: 3.883e-01, eta: 2 days, 14:39:40, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.2842, top5_acc: 0.5357, loss_cls: 3.3338, loss: 3.3338, grad_norm: 1.0994 2020-07-31 23:03:01,101 - mmaction - INFO - Epoch [29][180/940] lr: 3.883e-01, eta: 2 days, 14:39:22, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.2736, top5_acc: 0.5283, loss_cls: 3.3738, loss: 3.3738, grad_norm: 1.1038 2020-07-31 23:03:22,996 - mmaction - INFO - Epoch [29][200/940] lr: 3.883e-01, eta: 2 days, 14:39:07, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.2814, top5_acc: 0.5273, loss_cls: 3.3669, loss: 3.3669, grad_norm: 1.0717 2020-07-31 23:03:44,167 - mmaction - INFO - Epoch [29][220/940] lr: 3.883e-01, eta: 2 days, 14:38:47, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5301, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.1001 2020-07-31 23:04:05,125 - mmaction - INFO - Epoch [29][240/940] lr: 3.883e-01, eta: 2 days, 14:38:25, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.2691, top5_acc: 0.5094, loss_cls: 3.4116, loss: 3.4116, grad_norm: 1.0771 2020-07-31 23:04:25,608 - mmaction - INFO - Epoch [29][260/940] lr: 3.883e-01, eta: 2 days, 14:38:00, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5246, loss_cls: 3.3580, loss: 3.3580, grad_norm: 1.0686 2020-07-31 23:04:46,584 - mmaction - INFO - Epoch [29][280/940] lr: 3.883e-01, eta: 2 days, 14:37:38, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.2756, top5_acc: 0.5381, loss_cls: 3.3512, loss: 3.3512, grad_norm: 1.0765 2020-07-31 23:05:07,326 - mmaction - INFO - Epoch [29][300/940] lr: 3.883e-01, eta: 2 days, 14:37:14, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5299, loss_cls: 3.3693, loss: 3.3693, grad_norm: 1.0767 2020-07-31 23:05:30,387 - mmaction - INFO - Epoch [29][320/940] lr: 3.883e-01, eta: 2 days, 14:37:09, time: 1.154, data_time: 0.003, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5348, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0913 2020-07-31 23:05:50,415 - mmaction - INFO - Epoch [29][340/940] lr: 3.883e-01, eta: 2 days, 14:36:39, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5346, loss_cls: 3.3305, loss: 3.3305, grad_norm: 1.0668 2020-07-31 23:06:11,773 - mmaction - INFO - Epoch [29][360/940] lr: 3.883e-01, eta: 2 days, 14:36:21, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5281, loss_cls: 3.3874, loss: 3.3874, grad_norm: 1.0887 2020-07-31 23:06:32,943 - mmaction - INFO - Epoch [29][380/940] lr: 3.883e-01, eta: 2 days, 14:36:00, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.2818, top5_acc: 0.5396, loss_cls: 3.3468, loss: 3.3468, grad_norm: 1.0683 2020-07-31 23:06:54,548 - mmaction - INFO - Epoch [29][400/940] lr: 3.883e-01, eta: 2 days, 14:35:44, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5369, loss_cls: 3.3040, loss: 3.3040, grad_norm: 1.0793 2020-07-31 23:07:14,760 - mmaction - INFO - Epoch [29][420/940] lr: 3.883e-01, eta: 2 days, 14:35:15, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5266, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.0784 2020-07-31 23:07:35,519 - mmaction - INFO - Epoch [29][440/940] lr: 3.883e-01, eta: 2 days, 14:34:52, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5395, loss_cls: 3.2990, loss: 3.2990, grad_norm: 1.0705 2020-07-31 23:07:55,861 - mmaction - INFO - Epoch [29][460/940] lr: 3.883e-01, eta: 2 days, 14:34:26, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.2842, top5_acc: 0.5305, loss_cls: 3.3531, loss: 3.3531, grad_norm: 1.0854 2020-07-31 23:08:16,371 - mmaction - INFO - Epoch [29][480/940] lr: 3.883e-01, eta: 2 days, 14:34:00, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5285, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.0601 2020-07-31 23:08:36,412 - mmaction - INFO - Epoch [29][500/940] lr: 3.883e-01, eta: 2 days, 14:33:30, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5379, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.0955 2020-07-31 23:08:57,257 - mmaction - INFO - Epoch [29][520/940] lr: 3.883e-01, eta: 2 days, 14:33:08, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.2768, top5_acc: 0.5256, loss_cls: 3.3562, loss: 3.3562, grad_norm: 1.0846 2020-07-31 23:09:17,722 - mmaction - INFO - Epoch [29][540/940] lr: 3.883e-01, eta: 2 days, 14:32:42, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5246, loss_cls: 3.3441, loss: 3.3441, grad_norm: 1.0815 2020-07-31 23:09:38,346 - mmaction - INFO - Epoch [29][560/940] lr: 3.883e-01, eta: 2 days, 14:32:17, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.2773, top5_acc: 0.5326, loss_cls: 3.3857, loss: 3.3857, grad_norm: 1.0750 2020-07-31 23:09:59,763 - mmaction - INFO - Epoch [29][580/940] lr: 3.883e-01, eta: 2 days, 14:31:59, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5316, loss_cls: 3.3586, loss: 3.3586, grad_norm: 1.0987 2020-07-31 23:10:21,709 - mmaction - INFO - Epoch [29][600/940] lr: 3.883e-01, eta: 2 days, 14:31:45, time: 1.098, data_time: 0.007, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5236, loss_cls: 3.3499, loss: 3.3499, grad_norm: 1.0568 2020-07-31 23:10:42,364 - mmaction - INFO - Epoch [29][620/940] lr: 3.883e-01, eta: 2 days, 14:31:21, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5365, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.0759 2020-07-31 23:11:02,745 - mmaction - INFO - Epoch [29][640/940] lr: 3.883e-01, eta: 2 days, 14:30:54, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5301, loss_cls: 3.3687, loss: 3.3687, grad_norm: 1.1024 2020-07-31 23:11:24,237 - mmaction - INFO - Epoch [29][660/940] lr: 3.883e-01, eta: 2 days, 14:30:37, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5271, loss_cls: 3.3673, loss: 3.3673, grad_norm: 1.0626 2020-07-31 23:11:45,356 - mmaction - INFO - Epoch [29][680/940] lr: 3.883e-01, eta: 2 days, 14:30:16, time: 1.054, data_time: 0.004, memory: 6199, top1_acc: 0.2795, top5_acc: 0.5260, loss_cls: 3.3743, loss: 3.3743, grad_norm: 1.0938 2020-07-31 23:12:05,973 - mmaction - INFO - Epoch [29][700/940] lr: 3.883e-01, eta: 2 days, 14:29:51, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.2820, top5_acc: 0.5277, loss_cls: 3.3619, loss: 3.3619, grad_norm: 1.0827 2020-07-31 23:12:26,522 - mmaction - INFO - Epoch [29][720/940] lr: 3.883e-01, eta: 2 days, 14:29:26, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.2861, top5_acc: 0.5357, loss_cls: 3.3606, loss: 3.3606, grad_norm: 1.0760 2020-07-31 23:12:47,482 - mmaction - INFO - Epoch [29][740/940] lr: 3.883e-01, eta: 2 days, 14:29:04, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.2828, top5_acc: 0.5406, loss_cls: 3.3344, loss: 3.3344, grad_norm: 1.0672 2020-07-31 23:13:08,767 - mmaction - INFO - Epoch [29][760/940] lr: 3.883e-01, eta: 2 days, 14:28:45, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5273, loss_cls: 3.3343, loss: 3.3343, grad_norm: 1.0985 2020-07-31 23:13:29,984 - mmaction - INFO - Epoch [29][780/940] lr: 3.883e-01, eta: 2 days, 14:28:25, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5273, loss_cls: 3.3809, loss: 3.3809, grad_norm: 1.0809 2020-07-31 23:13:50,571 - mmaction - INFO - Epoch [29][800/940] lr: 3.883e-01, eta: 2 days, 14:28:00, time: 1.031, data_time: 0.011, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5268, loss_cls: 3.3676, loss: 3.3676, grad_norm: 1.0924 2020-07-31 23:14:11,236 - mmaction - INFO - Epoch [29][820/940] lr: 3.883e-01, eta: 2 days, 14:27:36, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.2689, top5_acc: 0.5184, loss_cls: 3.3950, loss: 3.3950, grad_norm: 1.0773 2020-07-31 23:14:31,794 - mmaction - INFO - Epoch [29][840/940] lr: 3.883e-01, eta: 2 days, 14:27:11, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5240, loss_cls: 3.3604, loss: 3.3604, grad_norm: 1.0765 2020-07-31 23:14:53,242 - mmaction - INFO - Epoch [29][860/940] lr: 3.883e-01, eta: 2 days, 14:26:53, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.2785, top5_acc: 0.5199, loss_cls: 3.3797, loss: 3.3797, grad_norm: 1.0660 2020-07-31 23:15:13,952 - mmaction - INFO - Epoch [29][880/940] lr: 3.883e-01, eta: 2 days, 14:26:29, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5389, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.0705 2020-07-31 23:15:35,015 - mmaction - INFO - Epoch [29][900/940] lr: 3.883e-01, eta: 2 days, 14:26:08, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.2777, top5_acc: 0.5275, loss_cls: 3.3377, loss: 3.3377, grad_norm: 1.0860 2020-07-31 23:15:55,521 - mmaction - INFO - Epoch [29][920/940] lr: 3.883e-01, eta: 2 days, 14:25:43, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5318, loss_cls: 3.3299, loss: 3.3299, grad_norm: 1.0975 2020-07-31 23:16:16,760 - mmaction - INFO - Epoch [29][940/940] lr: 3.883e-01, eta: 2 days, 14:25:23, time: 1.062, data_time: 0.009, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5325, loss_cls: 3.3566, loss: 3.3566, grad_norm: 1.0833 2020-07-31 23:16:50,381 - mmaction - INFO - Epoch [30][20/940] lr: 3.875e-01, eta: 2 days, 14:26:36, time: 1.656, data_time: 0.664, memory: 6199, top1_acc: 0.2748, top5_acc: 0.5344, loss_cls: 3.3451, loss: 3.3451, grad_norm: 1.1004 2020-07-31 23:17:10,228 - mmaction - INFO - Epoch [30][40/940] lr: 3.875e-01, eta: 2 days, 14:26:05, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.2783, top5_acc: 0.5320, loss_cls: 3.3516, loss: 3.3516, grad_norm: 1.1036 2020-07-31 23:17:31,461 - mmaction - INFO - Epoch [30][60/940] lr: 3.875e-01, eta: 2 days, 14:25:46, time: 1.066, data_time: 0.011, memory: 6199, top1_acc: 0.2795, top5_acc: 0.5318, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.0803 2020-07-31 23:17:52,524 - mmaction - INFO - Epoch [30][80/940] lr: 3.875e-01, eta: 2 days, 14:25:25, time: 1.051, data_time: 0.005, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5467, loss_cls: 3.2832, loss: 3.2832, grad_norm: 1.0834 2020-07-31 23:18:14,480 - mmaction - INFO - Epoch [30][100/940] lr: 3.875e-01, eta: 2 days, 14:25:11, time: 1.099, data_time: 0.011, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5457, loss_cls: 3.2921, loss: 3.2921, grad_norm: 1.0823 2020-07-31 23:18:35,154 - mmaction - INFO - Epoch [30][120/940] lr: 3.875e-01, eta: 2 days, 14:24:46, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.2986, top5_acc: 0.5436, loss_cls: 3.2536, loss: 3.2536, grad_norm: 1.0983 2020-07-31 23:18:56,227 - mmaction - INFO - Epoch [30][140/940] lr: 3.875e-01, eta: 2 days, 14:24:25, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.2990, top5_acc: 0.5518, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.0957 2020-07-31 23:19:18,663 - mmaction - INFO - Epoch [30][160/940] lr: 3.875e-01, eta: 2 days, 14:24:15, time: 1.122, data_time: 0.009, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5414, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.0837 2020-07-31 23:19:40,212 - mmaction - INFO - Epoch [30][180/940] lr: 3.875e-01, eta: 2 days, 14:23:57, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.2891, top5_acc: 0.5342, loss_cls: 3.3128, loss: 3.3128, grad_norm: 1.0819 2020-07-31 23:20:00,480 - mmaction - INFO - Epoch [30][200/940] lr: 3.875e-01, eta: 2 days, 14:23:30, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2889, top5_acc: 0.5396, loss_cls: 3.3097, loss: 3.3097, grad_norm: 1.1153 2020-07-31 23:20:20,965 - mmaction - INFO - Epoch [30][220/940] lr: 3.875e-01, eta: 2 days, 14:23:04, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5309, loss_cls: 3.3592, loss: 3.3592, grad_norm: 1.0847 2020-07-31 23:20:41,155 - mmaction - INFO - Epoch [30][240/940] lr: 3.875e-01, eta: 2 days, 14:22:36, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.2758, top5_acc: 0.5230, loss_cls: 3.3699, loss: 3.3699, grad_norm: 1.0816 2020-07-31 23:21:02,777 - mmaction - INFO - Epoch [30][260/940] lr: 3.875e-01, eta: 2 days, 14:22:20, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5402, loss_cls: 3.3263, loss: 3.3263, grad_norm: 1.0680 2020-07-31 23:21:23,975 - mmaction - INFO - Epoch [30][280/940] lr: 3.875e-01, eta: 2 days, 14:22:00, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5389, loss_cls: 3.2955, loss: 3.2955, grad_norm: 1.0968 2020-07-31 23:21:45,949 - mmaction - INFO - Epoch [30][300/940] lr: 3.875e-01, eta: 2 days, 14:21:46, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5383, loss_cls: 3.3257, loss: 3.3257, grad_norm: 1.0560 2020-07-31 23:22:06,723 - mmaction - INFO - Epoch [30][320/940] lr: 3.875e-01, eta: 2 days, 14:21:22, time: 1.038, data_time: 0.003, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5371, loss_cls: 3.3288, loss: 3.3288, grad_norm: 1.1052 2020-07-31 23:22:27,229 - mmaction - INFO - Epoch [30][340/940] lr: 3.875e-01, eta: 2 days, 14:20:57, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5381, loss_cls: 3.3136, loss: 3.3136, grad_norm: 1.1015 2020-07-31 23:22:48,929 - mmaction - INFO - Epoch [30][360/940] lr: 3.875e-01, eta: 2 days, 14:20:40, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5287, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.0962 2020-07-31 23:23:10,280 - mmaction - INFO - Epoch [30][380/940] lr: 3.875e-01, eta: 2 days, 14:20:22, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2812, top5_acc: 0.5309, loss_cls: 3.3698, loss: 3.3698, grad_norm: 1.1032 2020-07-31 23:23:30,756 - mmaction - INFO - Epoch [30][400/940] lr: 3.875e-01, eta: 2 days, 14:19:56, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5357, loss_cls: 3.3417, loss: 3.3417, grad_norm: 1.0838 2020-07-31 23:23:52,331 - mmaction - INFO - Epoch [30][420/940] lr: 3.875e-01, eta: 2 days, 14:19:39, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5311, loss_cls: 3.3613, loss: 3.3613, grad_norm: 1.0992 2020-07-31 23:24:13,319 - mmaction - INFO - Epoch [30][440/940] lr: 3.875e-01, eta: 2 days, 14:19:17, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5242, loss_cls: 3.3277, loss: 3.3277, grad_norm: 1.1106 2020-07-31 23:24:34,131 - mmaction - INFO - Epoch [30][460/940] lr: 3.875e-01, eta: 2 days, 14:18:53, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5428, loss_cls: 3.3123, loss: 3.3123, grad_norm: 1.1081 2020-07-31 23:24:54,973 - mmaction - INFO - Epoch [30][480/940] lr: 3.875e-01, eta: 2 days, 14:18:31, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5248, loss_cls: 3.3706, loss: 3.3706, grad_norm: 1.0710 2020-07-31 23:25:17,745 - mmaction - INFO - Epoch [30][500/940] lr: 3.875e-01, eta: 2 days, 14:18:23, time: 1.136, data_time: 0.005, memory: 6199, top1_acc: 0.2682, top5_acc: 0.5139, loss_cls: 3.4196, loss: 3.4196, grad_norm: 1.1048 2020-07-31 23:25:38,810 - mmaction - INFO - Epoch [30][520/940] lr: 3.875e-01, eta: 2 days, 14:18:02, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5283, loss_cls: 3.3509, loss: 3.3509, grad_norm: 1.0788 2020-07-31 23:26:00,850 - mmaction - INFO - Epoch [30][540/940] lr: 3.875e-01, eta: 2 days, 14:17:48, time: 1.100, data_time: 0.009, memory: 6199, top1_acc: 0.2719, top5_acc: 0.5291, loss_cls: 3.3836, loss: 3.3836, grad_norm: 1.1074 2020-07-31 23:26:20,904 - mmaction - INFO - Epoch [30][560/940] lr: 3.875e-01, eta: 2 days, 14:17:19, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.2730, top5_acc: 0.5314, loss_cls: 3.3388, loss: 3.3388, grad_norm: 1.0610 2020-07-31 23:26:42,857 - mmaction - INFO - Epoch [30][580/940] lr: 3.875e-01, eta: 2 days, 14:17:04, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5355, loss_cls: 3.3119, loss: 3.3119, grad_norm: 1.0884 2020-07-31 23:27:03,873 - mmaction - INFO - Epoch [30][600/940] lr: 3.875e-01, eta: 2 days, 14:16:43, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5242, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.0922 2020-07-31 23:27:25,903 - mmaction - INFO - Epoch [30][620/940] lr: 3.875e-01, eta: 2 days, 14:16:30, time: 1.102, data_time: 0.009, memory: 6199, top1_acc: 0.2789, top5_acc: 0.5346, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.0970 2020-07-31 23:27:46,075 - mmaction - INFO - Epoch [30][640/940] lr: 3.875e-01, eta: 2 days, 14:16:02, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5383, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.0978 2020-07-31 23:28:06,992 - mmaction - INFO - Epoch [30][660/940] lr: 3.875e-01, eta: 2 days, 14:15:40, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.2834, top5_acc: 0.5279, loss_cls: 3.3536, loss: 3.3536, grad_norm: 1.1057 2020-07-31 23:28:28,121 - mmaction - INFO - Epoch [30][680/940] lr: 3.875e-01, eta: 2 days, 14:15:19, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.2752, top5_acc: 0.5193, loss_cls: 3.4056, loss: 3.4056, grad_norm: 1.0918 2020-07-31 23:28:49,498 - mmaction - INFO - Epoch [30][700/940] lr: 3.875e-01, eta: 2 days, 14:15:00, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.2818, top5_acc: 0.5188, loss_cls: 3.3894, loss: 3.3894, grad_norm: 1.0722 2020-07-31 23:29:11,692 - mmaction - INFO - Epoch [30][720/940] lr: 3.875e-01, eta: 2 days, 14:14:47, time: 1.104, data_time: 0.007, memory: 6199, top1_acc: 0.2812, top5_acc: 0.5412, loss_cls: 3.2960, loss: 3.2960, grad_norm: 1.0781 2020-07-31 23:29:32,903 - mmaction - INFO - Epoch [30][740/940] lr: 3.875e-01, eta: 2 days, 14:14:28, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5314, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.0851 2020-07-31 23:29:54,700 - mmaction - INFO - Epoch [30][760/940] lr: 3.875e-01, eta: 2 days, 14:14:11, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5301, loss_cls: 3.3504, loss: 3.3504, grad_norm: 1.0779 2020-07-31 23:30:16,336 - mmaction - INFO - Epoch [30][780/940] lr: 3.875e-01, eta: 2 days, 14:13:55, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5322, loss_cls: 3.3247, loss: 3.3247, grad_norm: 1.0684 2020-07-31 23:30:37,492 - mmaction - INFO - Epoch [30][800/940] lr: 3.875e-01, eta: 2 days, 14:13:35, time: 1.061, data_time: 0.010, memory: 6199, top1_acc: 0.2871, top5_acc: 0.5377, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.0860 2020-07-31 23:30:58,444 - mmaction - INFO - Epoch [30][820/940] lr: 3.875e-01, eta: 2 days, 14:13:12, time: 1.045, data_time: 0.003, memory: 6199, top1_acc: 0.2781, top5_acc: 0.5350, loss_cls: 3.3386, loss: 3.3386, grad_norm: 1.0930 2020-07-31 23:31:19,182 - mmaction - INFO - Epoch [30][840/940] lr: 3.875e-01, eta: 2 days, 14:12:49, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.2842, top5_acc: 0.5240, loss_cls: 3.3548, loss: 3.3548, grad_norm: 1.0769 2020-07-31 23:31:40,962 - mmaction - INFO - Epoch [30][860/940] lr: 3.875e-01, eta: 2 days, 14:12:33, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.2734, top5_acc: 0.5293, loss_cls: 3.3587, loss: 3.3587, grad_norm: 1.0851 2020-07-31 23:32:02,739 - mmaction - INFO - Epoch [30][880/940] lr: 3.875e-01, eta: 2 days, 14:12:17, time: 1.089, data_time: 0.005, memory: 6199, top1_acc: 0.2863, top5_acc: 0.5303, loss_cls: 3.3924, loss: 3.3924, grad_norm: 1.0727 2020-07-31 23:32:23,078 - mmaction - INFO - Epoch [30][900/940] lr: 3.875e-01, eta: 2 days, 14:11:50, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.2781, top5_acc: 0.5295, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.0946 2020-07-31 23:32:44,813 - mmaction - INFO - Epoch [30][920/940] lr: 3.875e-01, eta: 2 days, 14:11:35, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.2744, top5_acc: 0.5156, loss_cls: 3.4001, loss: 3.4001, grad_norm: 1.0815 2020-07-31 23:33:05,275 - mmaction - INFO - Epoch [30][940/940] lr: 3.875e-01, eta: 2 days, 14:11:09, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.2823, top5_acc: 0.5278, loss_cls: 3.3480, loss: 3.3480, grad_norm: 1.0836 2020-07-31 23:33:36,701 - mmaction - INFO - Epoch [31][20/940] lr: 3.866e-01, eta: 2 days, 14:12:03, time: 1.555, data_time: 0.524, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5385, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.1064 2020-07-31 23:33:56,312 - mmaction - INFO - Epoch [31][40/940] lr: 3.866e-01, eta: 2 days, 14:11:31, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5418, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.0921 2020-07-31 23:34:17,703 - mmaction - INFO - Epoch [31][60/940] lr: 3.866e-01, eta: 2 days, 14:11:12, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.2863, top5_acc: 0.5309, loss_cls: 3.3328, loss: 3.3328, grad_norm: 1.1049 2020-07-31 23:34:38,421 - mmaction - INFO - Epoch [31][80/940] lr: 3.866e-01, eta: 2 days, 14:10:48, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2777, top5_acc: 0.5223, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.1037 2020-07-31 23:35:00,390 - mmaction - INFO - Epoch [31][100/940] lr: 3.866e-01, eta: 2 days, 14:10:34, time: 1.100, data_time: 0.005, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5301, loss_cls: 3.3315, loss: 3.3315, grad_norm: 1.0885 2020-07-31 23:35:20,839 - mmaction - INFO - Epoch [31][120/940] lr: 3.866e-01, eta: 2 days, 14:10:08, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5305, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.0971 2020-07-31 23:35:41,792 - mmaction - INFO - Epoch [31][140/940] lr: 3.866e-01, eta: 2 days, 14:09:46, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5318, loss_cls: 3.3422, loss: 3.3422, grad_norm: 1.0846 2020-07-31 23:36:02,768 - mmaction - INFO - Epoch [31][160/940] lr: 3.866e-01, eta: 2 days, 14:09:24, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5348, loss_cls: 3.3221, loss: 3.3221, grad_norm: 1.0982 2020-07-31 23:36:24,953 - mmaction - INFO - Epoch [31][180/940] lr: 3.866e-01, eta: 2 days, 14:09:11, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.3005, loss: 3.3005, grad_norm: 1.0876 2020-07-31 23:36:46,521 - mmaction - INFO - Epoch [31][200/940] lr: 3.866e-01, eta: 2 days, 14:08:54, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5416, loss_cls: 3.3356, loss: 3.3356, grad_norm: 1.0948 2020-07-31 23:37:06,724 - mmaction - INFO - Epoch [31][220/940] lr: 3.866e-01, eta: 2 days, 14:08:26, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5502, loss_cls: 3.2790, loss: 3.2790, grad_norm: 1.1016 2020-07-31 23:37:28,844 - mmaction - INFO - Epoch [31][240/940] lr: 3.866e-01, eta: 2 days, 14:08:13, time: 1.104, data_time: 0.006, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5365, loss_cls: 3.3415, loss: 3.3415, grad_norm: 1.1188 2020-07-31 23:37:49,995 - mmaction - INFO - Epoch [31][260/940] lr: 3.866e-01, eta: 2 days, 14:07:52, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5295, loss_cls: 3.3252, loss: 3.3252, grad_norm: 1.0817 2020-07-31 23:38:10,393 - mmaction - INFO - Epoch [31][280/940] lr: 3.866e-01, eta: 2 days, 14:07:26, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.2709, top5_acc: 0.5219, loss_cls: 3.4007, loss: 3.4007, grad_norm: 1.1006 2020-07-31 23:38:31,428 - mmaction - INFO - Epoch [31][300/940] lr: 3.866e-01, eta: 2 days, 14:07:05, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5350, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.0878 2020-07-31 23:38:52,563 - mmaction - INFO - Epoch [31][320/940] lr: 3.866e-01, eta: 2 days, 14:06:44, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.3224, loss: 3.3224, grad_norm: 1.0884 2020-07-31 23:39:13,437 - mmaction - INFO - Epoch [31][340/940] lr: 3.866e-01, eta: 2 days, 14:06:21, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2979, top5_acc: 0.5414, loss_cls: 3.3068, loss: 3.3068, grad_norm: 1.0932 2020-07-31 23:39:34,710 - mmaction - INFO - Epoch [31][360/940] lr: 3.866e-01, eta: 2 days, 14:06:02, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.2768, top5_acc: 0.5436, loss_cls: 3.3236, loss: 3.3236, grad_norm: 1.0833 2020-07-31 23:39:56,253 - mmaction - INFO - Epoch [31][380/940] lr: 3.866e-01, eta: 2 days, 14:05:44, time: 1.076, data_time: 0.006, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5334, loss_cls: 3.3327, loss: 3.3327, grad_norm: 1.0797 2020-07-31 23:40:16,824 - mmaction - INFO - Epoch [31][400/940] lr: 3.866e-01, eta: 2 days, 14:05:19, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5307, loss_cls: 3.3507, loss: 3.3507, grad_norm: 1.1104 2020-07-31 23:40:37,742 - mmaction - INFO - Epoch [31][420/940] lr: 3.866e-01, eta: 2 days, 14:04:57, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.2814, top5_acc: 0.5275, loss_cls: 3.3680, loss: 3.3680, grad_norm: 1.0696 2020-07-31 23:40:58,614 - mmaction - INFO - Epoch [31][440/940] lr: 3.866e-01, eta: 2 days, 14:04:34, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5309, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.0788 2020-07-31 23:41:20,110 - mmaction - INFO - Epoch [31][460/940] lr: 3.866e-01, eta: 2 days, 14:04:16, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5221, loss_cls: 3.3670, loss: 3.3670, grad_norm: 1.0867 2020-07-31 23:41:40,851 - mmaction - INFO - Epoch [31][480/940] lr: 3.866e-01, eta: 2 days, 14:03:52, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2871, top5_acc: 0.5305, loss_cls: 3.3346, loss: 3.3346, grad_norm: 1.0769 2020-07-31 23:42:02,384 - mmaction - INFO - Epoch [31][500/940] lr: 3.866e-01, eta: 2 days, 14:03:34, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.2750, top5_acc: 0.5289, loss_cls: 3.3527, loss: 3.3527, grad_norm: 1.0847 2020-07-31 23:42:23,556 - mmaction - INFO - Epoch [31][520/940] lr: 3.866e-01, eta: 2 days, 14:03:14, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5338, loss_cls: 3.3418, loss: 3.3418, grad_norm: 1.0970 2020-07-31 23:42:45,113 - mmaction - INFO - Epoch [31][540/940] lr: 3.866e-01, eta: 2 days, 14:02:56, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.2746, top5_acc: 0.5348, loss_cls: 3.3515, loss: 3.3515, grad_norm: 1.0982 2020-07-31 23:43:06,355 - mmaction - INFO - Epoch [31][560/940] lr: 3.866e-01, eta: 2 days, 14:02:37, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2818, top5_acc: 0.5232, loss_cls: 3.3739, loss: 3.3739, grad_norm: 1.0799 2020-07-31 23:43:27,761 - mmaction - INFO - Epoch [31][580/940] lr: 3.866e-01, eta: 2 days, 14:02:18, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5324, loss_cls: 3.3169, loss: 3.3169, grad_norm: 1.0807 2020-07-31 23:43:49,135 - mmaction - INFO - Epoch [31][600/940] lr: 3.866e-01, eta: 2 days, 14:01:59, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5279, loss_cls: 3.3550, loss: 3.3550, grad_norm: 1.0857 2020-07-31 23:44:10,893 - mmaction - INFO - Epoch [31][620/940] lr: 3.866e-01, eta: 2 days, 14:01:43, time: 1.090, data_time: 0.010, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5186, loss_cls: 3.4146, loss: 3.4146, grad_norm: 1.1119 2020-07-31 23:44:31,023 - mmaction - INFO - Epoch [31][640/940] lr: 3.866e-01, eta: 2 days, 14:01:15, time: 1.005, data_time: 0.002, memory: 6199, top1_acc: 0.2754, top5_acc: 0.5254, loss_cls: 3.3552, loss: 3.3552, grad_norm: 1.0673 2020-07-31 23:44:52,194 - mmaction - INFO - Epoch [31][660/940] lr: 3.866e-01, eta: 2 days, 14:00:55, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.2811, top5_acc: 0.5355, loss_cls: 3.3403, loss: 3.3403, grad_norm: 1.0631 2020-07-31 23:45:13,028 - mmaction - INFO - Epoch [31][680/940] lr: 3.866e-01, eta: 2 days, 14:00:31, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.2820, top5_acc: 0.5436, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.1083 2020-07-31 23:45:33,816 - mmaction - INFO - Epoch [31][700/940] lr: 3.866e-01, eta: 2 days, 14:00:08, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5402, loss_cls: 3.3150, loss: 3.3150, grad_norm: 1.0962 2020-07-31 23:45:56,009 - mmaction - INFO - Epoch [31][720/940] lr: 3.866e-01, eta: 2 days, 13:59:55, time: 1.111, data_time: 0.007, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5375, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.0884 2020-07-31 23:46:16,808 - mmaction - INFO - Epoch [31][740/940] lr: 3.866e-01, eta: 2 days, 13:59:32, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5410, loss_cls: 3.3340, loss: 3.3340, grad_norm: 1.1088 2020-07-31 23:46:37,833 - mmaction - INFO - Epoch [31][760/940] lr: 3.866e-01, eta: 2 days, 13:59:11, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5332, loss_cls: 3.3056, loss: 3.3056, grad_norm: 1.0720 2020-07-31 23:46:59,011 - mmaction - INFO - Epoch [31][780/940] lr: 3.866e-01, eta: 2 days, 13:58:50, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5348, loss_cls: 3.3543, loss: 3.3543, grad_norm: 1.0999 2020-07-31 23:47:19,936 - mmaction - INFO - Epoch [31][800/940] lr: 3.866e-01, eta: 2 days, 13:58:28, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5271, loss_cls: 3.3855, loss: 3.3855, grad_norm: 1.1098 2020-07-31 23:47:41,608 - mmaction - INFO - Epoch [31][820/940] lr: 3.866e-01, eta: 2 days, 13:58:11, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5236, loss_cls: 3.3555, loss: 3.3555, grad_norm: 1.1129 2020-07-31 23:48:02,282 - mmaction - INFO - Epoch [31][840/940] lr: 3.866e-01, eta: 2 days, 13:57:47, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5326, loss_cls: 3.3369, loss: 3.3369, grad_norm: 1.0670 2020-07-31 23:48:23,877 - mmaction - INFO - Epoch [31][860/940] lr: 3.866e-01, eta: 2 days, 13:57:30, time: 1.080, data_time: 0.003, memory: 6199, top1_acc: 0.2838, top5_acc: 0.5342, loss_cls: 3.3177, loss: 3.3177, grad_norm: 1.0822 2020-07-31 23:48:45,260 - mmaction - INFO - Epoch [31][880/940] lr: 3.866e-01, eta: 2 days, 13:57:10, time: 1.064, data_time: 0.009, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5252, loss_cls: 3.3690, loss: 3.3690, grad_norm: 1.1044 2020-07-31 23:49:06,439 - mmaction - INFO - Epoch [31][900/940] lr: 3.866e-01, eta: 2 days, 13:56:51, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5270, loss_cls: 3.3630, loss: 3.3630, grad_norm: 1.0947 2020-07-31 23:49:27,280 - mmaction - INFO - Epoch [31][920/940] lr: 3.866e-01, eta: 2 days, 13:56:28, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.2727, top5_acc: 0.5248, loss_cls: 3.3557, loss: 3.3557, grad_norm: 1.0937 2020-07-31 23:49:47,426 - mmaction - INFO - Epoch [31][940/940] lr: 3.866e-01, eta: 2 days, 13:56:00, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.2839, top5_acc: 0.5282, loss_cls: 3.3614, loss: 3.3614, grad_norm: 1.1159 2020-07-31 23:50:17,715 - mmaction - INFO - Epoch [32][20/940] lr: 3.857e-01, eta: 2 days, 13:56:42, time: 1.492, data_time: 0.488, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5361, loss_cls: 3.3560, loss: 3.3560, grad_norm: 1.1064 2020-07-31 23:50:38,767 - mmaction - INFO - Epoch [32][40/940] lr: 3.857e-01, eta: 2 days, 13:56:21, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5336, loss_cls: 3.3386, loss: 3.3386, grad_norm: 1.0668 2020-07-31 23:50:59,261 - mmaction - INFO - Epoch [32][60/940] lr: 3.857e-01, eta: 2 days, 13:55:55, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5420, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.0835 2020-07-31 23:51:20,160 - mmaction - INFO - Epoch [32][80/940] lr: 3.857e-01, eta: 2 days, 13:55:33, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5340, loss_cls: 3.3092, loss: 3.3092, grad_norm: 1.0961 2020-07-31 23:51:40,905 - mmaction - INFO - Epoch [32][100/940] lr: 3.857e-01, eta: 2 days, 13:55:09, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5432, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.0956 2020-07-31 23:52:01,326 - mmaction - INFO - Epoch [32][120/940] lr: 3.857e-01, eta: 2 days, 13:54:44, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5365, loss_cls: 3.3140, loss: 3.3140, grad_norm: 1.0904 2020-07-31 23:52:21,406 - mmaction - INFO - Epoch [32][140/940] lr: 3.857e-01, eta: 2 days, 13:54:14, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5373, loss_cls: 3.2897, loss: 3.2897, grad_norm: 1.0757 2020-07-31 23:52:43,429 - mmaction - INFO - Epoch [32][160/940] lr: 3.857e-01, eta: 2 days, 13:54:01, time: 1.106, data_time: 0.007, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5350, loss_cls: 3.3387, loss: 3.3387, grad_norm: 1.0921 2020-07-31 23:53:04,187 - mmaction - INFO - Epoch [32][180/940] lr: 3.857e-01, eta: 2 days, 13:53:37, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5461, loss_cls: 3.2892, loss: 3.2892, grad_norm: 1.0847 2020-07-31 23:53:25,356 - mmaction - INFO - Epoch [32][200/940] lr: 3.857e-01, eta: 2 days, 13:53:17, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5471, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.1103 2020-07-31 23:53:46,092 - mmaction - INFO - Epoch [32][220/940] lr: 3.857e-01, eta: 2 days, 13:52:53, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5391, loss_cls: 3.3393, loss: 3.3393, grad_norm: 1.1367 2020-07-31 23:54:07,504 - mmaction - INFO - Epoch [32][240/940] lr: 3.857e-01, eta: 2 days, 13:52:34, time: 1.071, data_time: 0.009, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5293, loss_cls: 3.3485, loss: 3.3485, grad_norm: 1.0875 2020-07-31 23:54:29,893 - mmaction - INFO - Epoch [32][260/940] lr: 3.857e-01, eta: 2 days, 13:52:22, time: 1.119, data_time: 0.008, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5352, loss_cls: 3.3334, loss: 3.3334, grad_norm: 1.0724 2020-07-31 23:54:50,856 - mmaction - INFO - Epoch [32][280/940] lr: 3.857e-01, eta: 2 days, 13:52:01, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.2723, top5_acc: 0.5078, loss_cls: 3.4088, loss: 3.4088, grad_norm: 1.0819 2020-07-31 23:55:11,951 - mmaction - INFO - Epoch [32][300/940] lr: 3.857e-01, eta: 2 days, 13:51:40, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3000, top5_acc: 0.5402, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.0955 2020-07-31 23:55:31,893 - mmaction - INFO - Epoch [32][320/940] lr: 3.857e-01, eta: 2 days, 13:51:10, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.2812, top5_acc: 0.5291, loss_cls: 3.3283, loss: 3.3283, grad_norm: 1.0836 2020-07-31 23:55:54,171 - mmaction - INFO - Epoch [32][340/940] lr: 3.857e-01, eta: 2 days, 13:50:57, time: 1.112, data_time: 0.010, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5414, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.1012 2020-07-31 23:56:15,066 - mmaction - INFO - Epoch [32][360/940] lr: 3.857e-01, eta: 2 days, 13:50:35, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5393, loss_cls: 3.3442, loss: 3.3442, grad_norm: 1.0940 2020-07-31 23:56:36,353 - mmaction - INFO - Epoch [32][380/940] lr: 3.857e-01, eta: 2 days, 13:50:15, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5295, loss_cls: 3.3204, loss: 3.3204, grad_norm: 1.0929 2020-07-31 23:56:56,289 - mmaction - INFO - Epoch [32][400/940] lr: 3.857e-01, eta: 2 days, 13:49:46, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5324, loss_cls: 3.3482, loss: 3.3482, grad_norm: 1.0969 2020-07-31 23:57:17,745 - mmaction - INFO - Epoch [32][420/940] lr: 3.857e-01, eta: 2 days, 13:49:28, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5418, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.1050 2020-07-31 23:57:39,857 - mmaction - INFO - Epoch [32][440/940] lr: 3.857e-01, eta: 2 days, 13:49:13, time: 1.103, data_time: 0.010, memory: 6199, top1_acc: 0.2775, top5_acc: 0.5289, loss_cls: 3.3634, loss: 3.3634, grad_norm: 1.1112 2020-07-31 23:58:00,206 - mmaction - INFO - Epoch [32][460/940] lr: 3.857e-01, eta: 2 days, 13:48:48, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.2738, top5_acc: 0.5340, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.0854 2020-07-31 23:58:20,564 - mmaction - INFO - Epoch [32][480/940] lr: 3.857e-01, eta: 2 days, 13:48:21, time: 1.015, data_time: 0.002, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5412, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.0851 2020-07-31 23:58:41,514 - mmaction - INFO - Epoch [32][500/940] lr: 3.857e-01, eta: 2 days, 13:47:59, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5363, loss_cls: 3.3163, loss: 3.3163, grad_norm: 1.0697 2020-07-31 23:59:03,751 - mmaction - INFO - Epoch [32][520/940] lr: 3.857e-01, eta: 2 days, 13:47:46, time: 1.111, data_time: 0.008, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5320, loss_cls: 3.3269, loss: 3.3269, grad_norm: 1.0901 2020-07-31 23:59:24,581 - mmaction - INFO - Epoch [32][540/940] lr: 3.857e-01, eta: 2 days, 13:47:23, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.2844, top5_acc: 0.5301, loss_cls: 3.3264, loss: 3.3264, grad_norm: 1.0674 2020-07-31 23:59:46,044 - mmaction - INFO - Epoch [32][560/940] lr: 3.857e-01, eta: 2 days, 13:47:05, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5379, loss_cls: 3.2961, loss: 3.2961, grad_norm: 1.1051 2020-08-01 00:00:10,974 - mmaction - INFO - Epoch [32][580/940] lr: 3.857e-01, eta: 2 days, 13:47:11, time: 1.243, data_time: 0.008, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5250, loss_cls: 3.3451, loss: 3.3451, grad_norm: 1.1308 2020-08-01 00:00:32,120 - mmaction - INFO - Epoch [32][600/940] lr: 3.857e-01, eta: 2 days, 13:46:50, time: 1.061, data_time: 0.016, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5363, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.0870 2020-08-01 00:00:53,238 - mmaction - INFO - Epoch [32][620/940] lr: 3.857e-01, eta: 2 days, 13:46:29, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.2809, top5_acc: 0.5221, loss_cls: 3.3821, loss: 3.3821, grad_norm: 1.1022 2020-08-01 00:01:13,698 - mmaction - INFO - Epoch [32][640/940] lr: 3.857e-01, eta: 2 days, 13:46:04, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5336, loss_cls: 3.3492, loss: 3.3492, grad_norm: 1.0913 2020-08-01 00:01:36,079 - mmaction - INFO - Epoch [32][660/940] lr: 3.857e-01, eta: 2 days, 13:45:52, time: 1.120, data_time: 0.006, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5371, loss_cls: 3.3225, loss: 3.3225, grad_norm: 1.1054 2020-08-01 00:01:57,564 - mmaction - INFO - Epoch [32][680/940] lr: 3.857e-01, eta: 2 days, 13:45:33, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5291, loss_cls: 3.3537, loss: 3.3537, grad_norm: 1.0804 2020-08-01 00:02:18,030 - mmaction - INFO - Epoch [32][700/940] lr: 3.857e-01, eta: 2 days, 13:45:08, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5404, loss_cls: 3.3042, loss: 3.3042, grad_norm: 1.0790 2020-08-01 00:02:38,251 - mmaction - INFO - Epoch [32][720/940] lr: 3.857e-01, eta: 2 days, 13:44:41, time: 1.012, data_time: 0.002, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5271, loss_cls: 3.3670, loss: 3.3670, grad_norm: 1.0923 2020-08-01 00:02:58,733 - mmaction - INFO - Epoch [32][740/940] lr: 3.857e-01, eta: 2 days, 13:44:15, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5355, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.0800 2020-08-01 00:03:19,146 - mmaction - INFO - Epoch [32][760/940] lr: 3.857e-01, eta: 2 days, 13:43:50, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5301, loss_cls: 3.3698, loss: 3.3698, grad_norm: 1.1245 2020-08-01 00:03:39,830 - mmaction - INFO - Epoch [32][780/940] lr: 3.857e-01, eta: 2 days, 13:43:25, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.3366, loss: 3.3366, grad_norm: 1.1294 2020-08-01 00:04:00,783 - mmaction - INFO - Epoch [32][800/940] lr: 3.857e-01, eta: 2 days, 13:43:03, time: 1.046, data_time: 0.010, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5352, loss_cls: 3.3265, loss: 3.3265, grad_norm: 1.0927 2020-08-01 00:04:21,055 - mmaction - INFO - Epoch [32][820/940] lr: 3.857e-01, eta: 2 days, 13:42:37, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2775, top5_acc: 0.5316, loss_cls: 3.3304, loss: 3.3304, grad_norm: 1.0925 2020-08-01 00:04:42,260 - mmaction - INFO - Epoch [32][840/940] lr: 3.857e-01, eta: 2 days, 13:42:16, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.2904, top5_acc: 0.5334, loss_cls: 3.3481, loss: 3.3481, grad_norm: 1.0807 2020-08-01 00:05:03,246 - mmaction - INFO - Epoch [32][860/940] lr: 3.857e-01, eta: 2 days, 13:41:55, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.2869, top5_acc: 0.5270, loss_cls: 3.3439, loss: 3.3439, grad_norm: 1.0838 2020-08-01 00:05:23,801 - mmaction - INFO - Epoch [32][880/940] lr: 3.857e-01, eta: 2 days, 13:41:30, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5320, loss_cls: 3.3254, loss: 3.3254, grad_norm: 1.0727 2020-08-01 00:05:44,353 - mmaction - INFO - Epoch [32][900/940] lr: 3.857e-01, eta: 2 days, 13:41:05, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5314, loss_cls: 3.3347, loss: 3.3347, grad_norm: 1.0805 2020-08-01 00:06:04,661 - mmaction - INFO - Epoch [32][920/940] lr: 3.857e-01, eta: 2 days, 13:40:38, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5373, loss_cls: 3.3445, loss: 3.3445, grad_norm: 1.1003 2020-08-01 00:06:24,680 - mmaction - INFO - Epoch [32][940/940] lr: 3.857e-01, eta: 2 days, 13:40:10, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.2847, top5_acc: 0.5404, loss_cls: 3.2932, loss: 3.2932, grad_norm: 1.0982 2020-08-01 00:06:25,121 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-08-01 00:06:58,806 - mmaction - INFO - Epoch [33][20/940] lr: 3.848e-01, eta: 2 days, 13:41:11, time: 1.642, data_time: 0.617, memory: 6199, top1_acc: 0.2961, top5_acc: 0.5465, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.1178 2020-08-01 00:07:18,433 - mmaction - INFO - Epoch [33][40/940] lr: 3.848e-01, eta: 2 days, 13:40:40, time: 0.983, data_time: 0.008, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5510, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.0767 2020-08-01 00:07:38,223 - mmaction - INFO - Epoch [33][60/940] lr: 3.848e-01, eta: 2 days, 13:40:10, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5436, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.1187 2020-08-01 00:07:59,451 - mmaction - INFO - Epoch [33][80/940] lr: 3.848e-01, eta: 2 days, 13:39:50, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5371, loss_cls: 3.3114, loss: 3.3114, grad_norm: 1.0838 2020-08-01 00:08:20,546 - mmaction - INFO - Epoch [33][100/940] lr: 3.848e-01, eta: 2 days, 13:39:29, time: 1.056, data_time: 0.004, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5434, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.1112 2020-08-01 00:08:41,547 - mmaction - INFO - Epoch [33][120/940] lr: 3.848e-01, eta: 2 days, 13:39:06, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5307, loss_cls: 3.3506, loss: 3.3506, grad_norm: 1.1146 2020-08-01 00:09:03,106 - mmaction - INFO - Epoch [33][140/940] lr: 3.848e-01, eta: 2 days, 13:38:49, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5314, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.0847 2020-08-01 00:09:24,161 - mmaction - INFO - Epoch [33][160/940] lr: 3.848e-01, eta: 2 days, 13:38:27, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5367, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.1017 2020-08-01 00:09:45,717 - mmaction - INFO - Epoch [33][180/940] lr: 3.848e-01, eta: 2 days, 13:38:10, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5305, loss_cls: 3.3374, loss: 3.3374, grad_norm: 1.0983 2020-08-01 00:10:07,275 - mmaction - INFO - Epoch [33][200/940] lr: 3.848e-01, eta: 2 days, 13:37:52, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5408, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.1259 2020-08-01 00:10:28,485 - mmaction - INFO - Epoch [33][220/940] lr: 3.848e-01, eta: 2 days, 13:37:31, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.2906, top5_acc: 0.5309, loss_cls: 3.3326, loss: 3.3326, grad_norm: 1.1177 2020-08-01 00:10:49,152 - mmaction - INFO - Epoch [33][240/940] lr: 3.848e-01, eta: 2 days, 13:37:07, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5307, loss_cls: 3.3139, loss: 3.3139, grad_norm: 1.0818 2020-08-01 00:11:09,517 - mmaction - INFO - Epoch [33][260/940] lr: 3.848e-01, eta: 2 days, 13:36:41, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.3027, top5_acc: 0.5508, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.0945 2020-08-01 00:11:30,803 - mmaction - INFO - Epoch [33][280/940] lr: 3.848e-01, eta: 2 days, 13:36:22, time: 1.064, data_time: 0.004, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5504, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.1300 2020-08-01 00:11:51,506 - mmaction - INFO - Epoch [33][300/940] lr: 3.848e-01, eta: 2 days, 13:35:58, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5252, loss_cls: 3.3766, loss: 3.3766, grad_norm: 1.0910 2020-08-01 00:12:12,805 - mmaction - INFO - Epoch [33][320/940] lr: 3.848e-01, eta: 2 days, 13:35:38, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.2732, top5_acc: 0.5291, loss_cls: 3.3713, loss: 3.3713, grad_norm: 1.0951 2020-08-01 00:12:35,372 - mmaction - INFO - Epoch [33][340/940] lr: 3.848e-01, eta: 2 days, 13:35:27, time: 1.128, data_time: 0.010, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5439, loss_cls: 3.3150, loss: 3.3150, grad_norm: 1.1101 2020-08-01 00:12:56,522 - mmaction - INFO - Epoch [33][360/940] lr: 3.848e-01, eta: 2 days, 13:35:07, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.2777, top5_acc: 0.5328, loss_cls: 3.3583, loss: 3.3583, grad_norm: 1.0892 2020-08-01 00:13:17,431 - mmaction - INFO - Epoch [33][380/940] lr: 3.848e-01, eta: 2 days, 13:34:44, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5428, loss_cls: 3.2918, loss: 3.2918, grad_norm: 1.1124 2020-08-01 00:13:38,057 - mmaction - INFO - Epoch [33][400/940] lr: 3.848e-01, eta: 2 days, 13:34:20, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5297, loss_cls: 3.3469, loss: 3.3469, grad_norm: 1.0942 2020-08-01 00:13:59,491 - mmaction - INFO - Epoch [33][420/940] lr: 3.848e-01, eta: 2 days, 13:34:01, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.2828, top5_acc: 0.5254, loss_cls: 3.3420, loss: 3.3420, grad_norm: 1.0973 2020-08-01 00:14:20,069 - mmaction - INFO - Epoch [33][440/940] lr: 3.848e-01, eta: 2 days, 13:33:37, time: 1.029, data_time: 0.004, memory: 6199, top1_acc: 0.2861, top5_acc: 0.5285, loss_cls: 3.3364, loss: 3.3364, grad_norm: 1.0794 2020-08-01 00:14:40,638 - mmaction - INFO - Epoch [33][460/940] lr: 3.848e-01, eta: 2 days, 13:33:11, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5396, loss_cls: 3.3020, loss: 3.3020, grad_norm: 1.1050 2020-08-01 00:15:00,791 - mmaction - INFO - Epoch [33][480/940] lr: 3.848e-01, eta: 2 days, 13:32:44, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5437, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.0802 2020-08-01 00:15:22,403 - mmaction - INFO - Epoch [33][500/940] lr: 3.848e-01, eta: 2 days, 13:32:26, time: 1.079, data_time: 0.009, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5426, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.1056 2020-08-01 00:15:43,666 - mmaction - INFO - Epoch [33][520/940] lr: 3.848e-01, eta: 2 days, 13:32:07, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5510, loss_cls: 3.2905, loss: 3.2905, grad_norm: 1.1052 2020-08-01 00:16:04,238 - mmaction - INFO - Epoch [33][540/940] lr: 3.848e-01, eta: 2 days, 13:31:42, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5402, loss_cls: 3.3033, loss: 3.3033, grad_norm: 1.0780 2020-08-01 00:16:25,700 - mmaction - INFO - Epoch [33][560/940] lr: 3.848e-01, eta: 2 days, 13:31:23, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.2781, top5_acc: 0.5297, loss_cls: 3.3357, loss: 3.3357, grad_norm: 1.1045 2020-08-01 00:16:46,740 - mmaction - INFO - Epoch [33][580/940] lr: 3.848e-01, eta: 2 days, 13:31:01, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2793, top5_acc: 0.5354, loss_cls: 3.3414, loss: 3.3414, grad_norm: 1.0874 2020-08-01 00:17:08,092 - mmaction - INFO - Epoch [33][600/940] lr: 3.848e-01, eta: 2 days, 13:30:43, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5328, loss_cls: 3.3530, loss: 3.3530, grad_norm: 1.0663 2020-08-01 00:17:28,852 - mmaction - INFO - Epoch [33][620/940] lr: 3.848e-01, eta: 2 days, 13:30:19, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.2881, top5_acc: 0.5426, loss_cls: 3.3182, loss: 3.3182, grad_norm: 1.0890 2020-08-01 00:17:50,167 - mmaction - INFO - Epoch [33][640/940] lr: 3.848e-01, eta: 2 days, 13:30:00, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5377, loss_cls: 3.3051, loss: 3.3051, grad_norm: 1.0833 2020-08-01 00:18:11,025 - mmaction - INFO - Epoch [33][660/940] lr: 3.848e-01, eta: 2 days, 13:29:37, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5473, loss_cls: 3.2792, loss: 3.2792, grad_norm: 1.1109 2020-08-01 00:18:31,899 - mmaction - INFO - Epoch [33][680/940] lr: 3.848e-01, eta: 2 days, 13:29:14, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5363, loss_cls: 3.3132, loss: 3.3132, grad_norm: 1.1127 2020-08-01 00:18:52,686 - mmaction - INFO - Epoch [33][700/940] lr: 3.848e-01, eta: 2 days, 13:28:51, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5432, loss_cls: 3.3192, loss: 3.3192, grad_norm: 1.0897 2020-08-01 00:19:13,954 - mmaction - INFO - Epoch [33][720/940] lr: 3.848e-01, eta: 2 days, 13:28:31, time: 1.066, data_time: 0.004, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5418, loss_cls: 3.3094, loss: 3.3094, grad_norm: 1.1126 2020-08-01 00:19:35,178 - mmaction - INFO - Epoch [33][740/940] lr: 3.848e-01, eta: 2 days, 13:28:11, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5432, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.1019 2020-08-01 00:19:56,264 - mmaction - INFO - Epoch [33][760/940] lr: 3.848e-01, eta: 2 days, 13:27:50, time: 1.059, data_time: 0.009, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5354, loss_cls: 3.3201, loss: 3.3201, grad_norm: 1.0787 2020-08-01 00:20:17,669 - mmaction - INFO - Epoch [33][780/940] lr: 3.848e-01, eta: 2 days, 13:27:31, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5324, loss_cls: 3.3514, loss: 3.3514, grad_norm: 1.0952 2020-08-01 00:20:40,481 - mmaction - INFO - Epoch [33][800/940] lr: 3.848e-01, eta: 2 days, 13:27:21, time: 1.140, data_time: 0.004, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5332, loss_cls: 3.3333, loss: 3.3333, grad_norm: 1.0773 2020-08-01 00:21:01,029 - mmaction - INFO - Epoch [33][820/940] lr: 3.848e-01, eta: 2 days, 13:26:57, time: 1.029, data_time: 0.004, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5502, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.0776 2020-08-01 00:21:22,048 - mmaction - INFO - Epoch [33][840/940] lr: 3.848e-01, eta: 2 days, 13:26:35, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5320, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.1188 2020-08-01 00:21:43,626 - mmaction - INFO - Epoch [33][860/940] lr: 3.848e-01, eta: 2 days, 13:26:17, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5447, loss_cls: 3.2929, loss: 3.2929, grad_norm: 1.0950 2020-08-01 00:22:04,292 - mmaction - INFO - Epoch [33][880/940] lr: 3.848e-01, eta: 2 days, 13:25:53, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5291, loss_cls: 3.3164, loss: 3.3164, grad_norm: 1.1069 2020-08-01 00:22:24,851 - mmaction - INFO - Epoch [33][900/940] lr: 3.848e-01, eta: 2 days, 13:25:28, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5322, loss_cls: 3.3245, loss: 3.3245, grad_norm: 1.0929 2020-08-01 00:22:46,537 - mmaction - INFO - Epoch [33][920/940] lr: 3.848e-01, eta: 2 days, 13:25:11, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.2861, top5_acc: 0.5275, loss_cls: 3.3406, loss: 3.3406, grad_norm: 1.0973 2020-08-01 00:23:06,262 - mmaction - INFO - Epoch [33][940/940] lr: 3.848e-01, eta: 2 days, 13:24:41, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.2792, top5_acc: 0.5343, loss_cls: 3.3304, loss: 3.3304, grad_norm: 1.1157 2020-08-01 00:23:36,767 - mmaction - INFO - Epoch [34][20/940] lr: 3.838e-01, eta: 2 days, 13:25:21, time: 1.508, data_time: 0.474, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5180, loss_cls: 3.3625, loss: 3.3625, grad_norm: 1.0815 2020-08-01 00:23:57,686 - mmaction - INFO - Epoch [34][40/940] lr: 3.838e-01, eta: 2 days, 13:24:58, time: 1.044, data_time: 0.009, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5543, loss_cls: 3.2416, loss: 3.2416, grad_norm: 1.0942 2020-08-01 00:24:17,742 - mmaction - INFO - Epoch [34][60/940] lr: 3.838e-01, eta: 2 days, 13:24:31, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.2908, top5_acc: 0.5408, loss_cls: 3.2872, loss: 3.2872, grad_norm: 1.0991 2020-08-01 00:24:38,214 - mmaction - INFO - Epoch [34][80/940] lr: 3.838e-01, eta: 2 days, 13:24:06, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2816, top5_acc: 0.5447, loss_cls: 3.3152, loss: 3.3152, grad_norm: 1.1040 2020-08-01 00:24:58,217 - mmaction - INFO - Epoch [34][100/940] lr: 3.838e-01, eta: 2 days, 13:23:37, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5473, loss_cls: 3.2943, loss: 3.2943, grad_norm: 1.1084 2020-08-01 00:25:18,267 - mmaction - INFO - Epoch [34][120/940] lr: 3.838e-01, eta: 2 days, 13:23:09, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5422, loss_cls: 3.2876, loss: 3.2876, grad_norm: 1.1108 2020-08-01 00:25:39,980 - mmaction - INFO - Epoch [34][140/940] lr: 3.838e-01, eta: 2 days, 13:22:52, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5385, loss_cls: 3.3304, loss: 3.3304, grad_norm: 1.0964 2020-08-01 00:26:00,343 - mmaction - INFO - Epoch [34][160/940] lr: 3.838e-01, eta: 2 days, 13:22:26, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5312, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.0983 2020-08-01 00:26:21,661 - mmaction - INFO - Epoch [34][180/940] lr: 3.838e-01, eta: 2 days, 13:22:06, time: 1.066, data_time: 0.009, memory: 6199, top1_acc: 0.2826, top5_acc: 0.5334, loss_cls: 3.3074, loss: 3.3074, grad_norm: 1.1141 2020-08-01 00:26:43,024 - mmaction - INFO - Epoch [34][200/940] lr: 3.838e-01, eta: 2 days, 13:21:47, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5430, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.1096 2020-08-01 00:27:03,508 - mmaction - INFO - Epoch [34][220/940] lr: 3.838e-01, eta: 2 days, 13:21:22, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.2887, top5_acc: 0.5357, loss_cls: 3.3078, loss: 3.3078, grad_norm: 1.1291 2020-08-01 00:27:24,230 - mmaction - INFO - Epoch [34][240/940] lr: 3.838e-01, eta: 2 days, 13:20:58, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.2793, top5_acc: 0.5396, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.1113 2020-08-01 00:27:46,447 - mmaction - INFO - Epoch [34][260/940] lr: 3.838e-01, eta: 2 days, 13:20:45, time: 1.112, data_time: 0.005, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5387, loss_cls: 3.3235, loss: 3.3235, grad_norm: 1.1096 2020-08-01 00:28:07,252 - mmaction - INFO - Epoch [34][280/940] lr: 3.838e-01, eta: 2 days, 13:20:21, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5453, loss_cls: 3.2688, loss: 3.2688, grad_norm: 1.1170 2020-08-01 00:28:27,759 - mmaction - INFO - Epoch [34][300/940] lr: 3.838e-01, eta: 2 days, 13:19:56, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.2723, top5_acc: 0.5258, loss_cls: 3.3710, loss: 3.3710, grad_norm: 1.1014 2020-08-01 00:28:50,343 - mmaction - INFO - Epoch [34][320/940] lr: 3.838e-01, eta: 2 days, 13:19:45, time: 1.130, data_time: 0.004, memory: 6199, top1_acc: 0.2760, top5_acc: 0.5260, loss_cls: 3.3642, loss: 3.3642, grad_norm: 1.0946 2020-08-01 00:29:12,046 - mmaction - INFO - Epoch [34][340/940] lr: 3.838e-01, eta: 2 days, 13:19:28, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.3279, loss: 3.3279, grad_norm: 1.0807 2020-08-01 00:29:32,902 - mmaction - INFO - Epoch [34][360/940] lr: 3.838e-01, eta: 2 days, 13:19:05, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.2869, top5_acc: 0.5326, loss_cls: 3.3272, loss: 3.3272, grad_norm: 1.0980 2020-08-01 00:29:53,017 - mmaction - INFO - Epoch [34][380/940] lr: 3.838e-01, eta: 2 days, 13:18:38, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5402, loss_cls: 3.3004, loss: 3.3004, grad_norm: 1.0919 2020-08-01 00:30:14,081 - mmaction - INFO - Epoch [34][400/940] lr: 3.838e-01, eta: 2 days, 13:18:16, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5469, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.0868 2020-08-01 00:30:35,843 - mmaction - INFO - Epoch [34][420/940] lr: 3.838e-01, eta: 2 days, 13:18:00, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5457, loss_cls: 3.2752, loss: 3.2752, grad_norm: 1.0975 2020-08-01 00:30:56,527 - mmaction - INFO - Epoch [34][440/940] lr: 3.838e-01, eta: 2 days, 13:17:36, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5445, loss_cls: 3.3125, loss: 3.3125, grad_norm: 1.0892 2020-08-01 00:31:17,630 - mmaction - INFO - Epoch [34][460/940] lr: 3.838e-01, eta: 2 days, 13:17:15, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5398, loss_cls: 3.2906, loss: 3.2906, grad_norm: 1.1035 2020-08-01 00:31:38,202 - mmaction - INFO - Epoch [34][480/940] lr: 3.838e-01, eta: 2 days, 13:16:50, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5451, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.0974 2020-08-01 00:31:59,735 - mmaction - INFO - Epoch [34][500/940] lr: 3.838e-01, eta: 2 days, 13:16:32, time: 1.081, data_time: 0.009, memory: 6199, top1_acc: 0.2803, top5_acc: 0.5299, loss_cls: 3.3783, loss: 3.3783, grad_norm: 1.1184 2020-08-01 00:32:21,365 - mmaction - INFO - Epoch [34][520/940] lr: 3.838e-01, eta: 2 days, 13:16:14, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5373, loss_cls: 3.3250, loss: 3.3250, grad_norm: 1.0938 2020-08-01 00:32:42,088 - mmaction - INFO - Epoch [34][540/940] lr: 3.838e-01, eta: 2 days, 13:15:51, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5373, loss_cls: 3.3182, loss: 3.3182, grad_norm: 1.0819 2020-08-01 00:33:03,987 - mmaction - INFO - Epoch [34][560/940] lr: 3.838e-01, eta: 2 days, 13:15:35, time: 1.092, data_time: 0.007, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5350, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.1038 2020-08-01 00:33:25,056 - mmaction - INFO - Epoch [34][580/940] lr: 3.838e-01, eta: 2 days, 13:15:14, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5373, loss_cls: 3.3151, loss: 3.3151, grad_norm: 1.0805 2020-08-01 00:33:46,718 - mmaction - INFO - Epoch [34][600/940] lr: 3.838e-01, eta: 2 days, 13:14:56, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5266, loss_cls: 3.3873, loss: 3.3873, grad_norm: 1.0996 2020-08-01 00:34:07,865 - mmaction - INFO - Epoch [34][620/940] lr: 3.838e-01, eta: 2 days, 13:14:36, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.2871, top5_acc: 0.5373, loss_cls: 3.3260, loss: 3.3260, grad_norm: 1.1038 2020-08-01 00:34:29,185 - mmaction - INFO - Epoch [34][640/940] lr: 3.838e-01, eta: 2 days, 13:14:16, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5373, loss_cls: 3.3038, loss: 3.3038, grad_norm: 1.0849 2020-08-01 00:34:50,235 - mmaction - INFO - Epoch [34][660/940] lr: 3.838e-01, eta: 2 days, 13:13:55, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.2764, top5_acc: 0.5248, loss_cls: 3.3805, loss: 3.3805, grad_norm: 1.1170 2020-08-01 00:35:10,959 - mmaction - INFO - Epoch [34][680/940] lr: 3.838e-01, eta: 2 days, 13:13:31, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5377, loss_cls: 3.3194, loss: 3.3194, grad_norm: 1.0847 2020-08-01 00:35:32,116 - mmaction - INFO - Epoch [34][700/940] lr: 3.838e-01, eta: 2 days, 13:13:10, time: 1.057, data_time: 0.003, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5453, loss_cls: 3.2843, loss: 3.2843, grad_norm: 1.1199 2020-08-01 00:35:53,068 - mmaction - INFO - Epoch [34][720/940] lr: 3.838e-01, eta: 2 days, 13:12:48, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.2844, top5_acc: 0.5350, loss_cls: 3.3307, loss: 3.3307, grad_norm: 1.1075 2020-08-01 00:36:13,384 - mmaction - INFO - Epoch [34][740/940] lr: 3.838e-01, eta: 2 days, 13:12:22, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5408, loss_cls: 3.3062, loss: 3.3062, grad_norm: 1.0902 2020-08-01 00:36:35,119 - mmaction - INFO - Epoch [34][760/940] lr: 3.838e-01, eta: 2 days, 13:12:05, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5439, loss_cls: 3.2768, loss: 3.2768, grad_norm: 1.1276 2020-08-01 00:36:55,700 - mmaction - INFO - Epoch [34][780/940] lr: 3.838e-01, eta: 2 days, 13:11:41, time: 1.029, data_time: 0.003, memory: 6199, top1_acc: 0.2738, top5_acc: 0.5189, loss_cls: 3.4035, loss: 3.4035, grad_norm: 1.1199 2020-08-01 00:37:17,308 - mmaction - INFO - Epoch [34][800/940] lr: 3.838e-01, eta: 2 days, 13:11:23, time: 1.077, data_time: 0.005, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5285, loss_cls: 3.3723, loss: 3.3723, grad_norm: 1.0808 2020-08-01 00:37:38,468 - mmaction - INFO - Epoch [34][820/940] lr: 3.838e-01, eta: 2 days, 13:11:02, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5367, loss_cls: 3.2979, loss: 3.2979, grad_norm: 1.0908 2020-08-01 00:37:59,662 - mmaction - INFO - Epoch [34][840/940] lr: 3.838e-01, eta: 2 days, 13:10:42, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5428, loss_cls: 3.2921, loss: 3.2921, grad_norm: 1.0923 2020-08-01 00:38:20,756 - mmaction - INFO - Epoch [34][860/940] lr: 3.838e-01, eta: 2 days, 13:10:20, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.2904, top5_acc: 0.5439, loss_cls: 3.2763, loss: 3.2763, grad_norm: 1.1201 2020-08-01 00:38:42,600 - mmaction - INFO - Epoch [34][880/940] lr: 3.838e-01, eta: 2 days, 13:10:04, time: 1.095, data_time: 0.010, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5414, loss_cls: 3.2995, loss: 3.2995, grad_norm: 1.1116 2020-08-01 00:39:02,382 - mmaction - INFO - Epoch [34][900/940] lr: 3.838e-01, eta: 2 days, 13:09:34, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5393, loss_cls: 3.3072, loss: 3.3072, grad_norm: 1.0817 2020-08-01 00:39:24,578 - mmaction - INFO - Epoch [34][920/940] lr: 3.838e-01, eta: 2 days, 13:09:21, time: 1.110, data_time: 0.009, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5408, loss_cls: 3.2980, loss: 3.2980, grad_norm: 1.0681 2020-08-01 00:39:45,085 - mmaction - INFO - Epoch [34][940/940] lr: 3.838e-01, eta: 2 days, 13:08:56, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5412, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.1151 2020-08-01 00:40:15,818 - mmaction - INFO - Epoch [35][20/940] lr: 3.828e-01, eta: 2 days, 13:09:35, time: 1.520, data_time: 0.506, memory: 6199, top1_acc: 0.3000, top5_acc: 0.5486, loss_cls: 3.2466, loss: 3.2466, grad_norm: 1.1044 2020-08-01 00:40:36,084 - mmaction - INFO - Epoch [35][40/940] lr: 3.828e-01, eta: 2 days, 13:09:09, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5234, loss_cls: 3.3662, loss: 3.3662, grad_norm: 1.1098 2020-08-01 00:40:55,994 - mmaction - INFO - Epoch [35][60/940] lr: 3.828e-01, eta: 2 days, 13:08:40, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5518, loss_cls: 3.2544, loss: 3.2544, grad_norm: 1.1050 2020-08-01 00:41:16,764 - mmaction - INFO - Epoch [35][80/940] lr: 3.828e-01, eta: 2 days, 13:08:17, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5437, loss_cls: 3.3199, loss: 3.3199, grad_norm: 1.1045 2020-08-01 00:41:38,248 - mmaction - INFO - Epoch [35][100/940] lr: 3.828e-01, eta: 2 days, 13:07:58, time: 1.073, data_time: 0.003, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5404, loss_cls: 3.2926, loss: 3.2926, grad_norm: 1.1103 2020-08-01 00:41:58,388 - mmaction - INFO - Epoch [35][120/940] lr: 3.828e-01, eta: 2 days, 13:07:31, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5414, loss_cls: 3.3028, loss: 3.3028, grad_norm: 1.0920 2020-08-01 00:42:19,966 - mmaction - INFO - Epoch [35][140/940] lr: 3.828e-01, eta: 2 days, 13:07:13, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5436, loss_cls: 3.2635, loss: 3.2635, grad_norm: 1.1016 2020-08-01 00:42:40,753 - mmaction - INFO - Epoch [35][160/940] lr: 3.828e-01, eta: 2 days, 13:06:50, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5457, loss_cls: 3.2693, loss: 3.2693, grad_norm: 1.0930 2020-08-01 00:43:01,578 - mmaction - INFO - Epoch [35][180/940] lr: 3.828e-01, eta: 2 days, 13:06:26, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.2820, top5_acc: 0.5340, loss_cls: 3.3608, loss: 3.3608, grad_norm: 1.1123 2020-08-01 00:43:23,126 - mmaction - INFO - Epoch [35][200/940] lr: 3.828e-01, eta: 2 days, 13:06:09, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5326, loss_cls: 3.3322, loss: 3.3322, grad_norm: 1.1127 2020-08-01 00:43:45,193 - mmaction - INFO - Epoch [35][220/940] lr: 3.828e-01, eta: 2 days, 13:05:54, time: 1.104, data_time: 0.009, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5379, loss_cls: 3.3016, loss: 3.3016, grad_norm: 1.1191 2020-08-01 00:44:06,183 - mmaction - INFO - Epoch [35][240/940] lr: 3.828e-01, eta: 2 days, 13:05:31, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.2850, top5_acc: 0.5451, loss_cls: 3.2759, loss: 3.2759, grad_norm: 1.1094 2020-08-01 00:44:27,101 - mmaction - INFO - Epoch [35][260/940] lr: 3.828e-01, eta: 2 days, 13:05:09, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5377, loss_cls: 3.3035, loss: 3.3035, grad_norm: 1.1083 2020-08-01 00:44:48,202 - mmaction - INFO - Epoch [35][280/940] lr: 3.828e-01, eta: 2 days, 13:04:48, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5393, loss_cls: 3.3093, loss: 3.3093, grad_norm: 1.0774 2020-08-01 00:45:09,306 - mmaction - INFO - Epoch [35][300/940] lr: 3.828e-01, eta: 2 days, 13:04:27, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5383, loss_cls: 3.3103, loss: 3.3103, grad_norm: 1.1143 2020-08-01 00:45:30,189 - mmaction - INFO - Epoch [35][320/940] lr: 3.828e-01, eta: 2 days, 13:04:05, time: 1.045, data_time: 0.003, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5465, loss_cls: 3.2716, loss: 3.2716, grad_norm: 1.0821 2020-08-01 00:45:50,534 - mmaction - INFO - Epoch [35][340/940] lr: 3.828e-01, eta: 2 days, 13:03:38, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5553, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.0938 2020-08-01 00:46:11,115 - mmaction - INFO - Epoch [35][360/940] lr: 3.828e-01, eta: 2 days, 13:03:14, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5518, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.1065 2020-08-01 00:46:32,804 - mmaction - INFO - Epoch [35][380/940] lr: 3.828e-01, eta: 2 days, 13:02:57, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5412, loss_cls: 3.3095, loss: 3.3095, grad_norm: 1.1151 2020-08-01 00:46:54,851 - mmaction - INFO - Epoch [35][400/940] lr: 3.828e-01, eta: 2 days, 13:02:42, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5408, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.1199 2020-08-01 00:47:15,551 - mmaction - INFO - Epoch [35][420/940] lr: 3.828e-01, eta: 2 days, 13:02:18, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.2770, top5_acc: 0.5309, loss_cls: 3.3503, loss: 3.3503, grad_norm: 1.0940 2020-08-01 00:47:36,231 - mmaction - INFO - Epoch [35][440/940] lr: 3.828e-01, eta: 2 days, 13:01:55, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5361, loss_cls: 3.3167, loss: 3.3167, grad_norm: 1.0838 2020-08-01 00:47:56,958 - mmaction - INFO - Epoch [35][460/940] lr: 3.828e-01, eta: 2 days, 13:01:31, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.2863, top5_acc: 0.5412, loss_cls: 3.3035, loss: 3.3035, grad_norm: 1.1037 2020-08-01 00:48:17,126 - mmaction - INFO - Epoch [35][480/940] lr: 3.828e-01, eta: 2 days, 13:01:04, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.2838, top5_acc: 0.5316, loss_cls: 3.3498, loss: 3.3498, grad_norm: 1.0987 2020-08-01 00:48:37,394 - mmaction - INFO - Epoch [35][500/940] lr: 3.828e-01, eta: 2 days, 13:00:37, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5307, loss_cls: 3.3526, loss: 3.3526, grad_norm: 1.1042 2020-08-01 00:48:58,807 - mmaction - INFO - Epoch [35][520/940] lr: 3.828e-01, eta: 2 days, 13:00:18, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5346, loss_cls: 3.3178, loss: 3.3178, grad_norm: 1.0967 2020-08-01 00:49:20,466 - mmaction - INFO - Epoch [35][540/940] lr: 3.828e-01, eta: 2 days, 13:00:01, time: 1.084, data_time: 0.005, memory: 6199, top1_acc: 0.2828, top5_acc: 0.5275, loss_cls: 3.3405, loss: 3.3405, grad_norm: 1.0950 2020-08-01 00:49:40,434 - mmaction - INFO - Epoch [35][560/940] lr: 3.828e-01, eta: 2 days, 12:59:32, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5242, loss_cls: 3.3458, loss: 3.3458, grad_norm: 1.0857 2020-08-01 00:50:00,937 - mmaction - INFO - Epoch [35][580/940] lr: 3.828e-01, eta: 2 days, 12:59:07, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5451, loss_cls: 3.2991, loss: 3.2991, grad_norm: 1.0800 2020-08-01 00:50:21,295 - mmaction - INFO - Epoch [35][600/940] lr: 3.828e-01, eta: 2 days, 12:58:42, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.2961, top5_acc: 0.5416, loss_cls: 3.2939, loss: 3.2939, grad_norm: 1.1086 2020-08-01 00:50:41,595 - mmaction - INFO - Epoch [35][620/940] lr: 3.828e-01, eta: 2 days, 12:58:15, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2887, top5_acc: 0.5437, loss_cls: 3.2764, loss: 3.2764, grad_norm: 1.1290 2020-08-01 00:51:02,578 - mmaction - INFO - Epoch [35][640/940] lr: 3.828e-01, eta: 2 days, 12:57:53, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5447, loss_cls: 3.2684, loss: 3.2684, grad_norm: 1.1156 2020-08-01 00:51:24,101 - mmaction - INFO - Epoch [35][660/940] lr: 3.828e-01, eta: 2 days, 12:57:35, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5451, loss_cls: 3.2611, loss: 3.2611, grad_norm: 1.1000 2020-08-01 00:51:44,903 - mmaction - INFO - Epoch [35][680/940] lr: 3.828e-01, eta: 2 days, 12:57:12, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5432, loss_cls: 3.3363, loss: 3.3363, grad_norm: 1.1032 2020-08-01 00:52:06,930 - mmaction - INFO - Epoch [35][700/940] lr: 3.828e-01, eta: 2 days, 12:56:57, time: 1.104, data_time: 0.007, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5281, loss_cls: 3.3474, loss: 3.3474, grad_norm: 1.1207 2020-08-01 00:52:28,036 - mmaction - INFO - Epoch [35][720/940] lr: 3.828e-01, eta: 2 days, 12:56:36, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5396, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.1105 2020-08-01 00:52:48,701 - mmaction - INFO - Epoch [35][740/940] lr: 3.828e-01, eta: 2 days, 12:56:12, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2842, top5_acc: 0.5346, loss_cls: 3.3262, loss: 3.3262, grad_norm: 1.1041 2020-08-01 00:53:10,492 - mmaction - INFO - Epoch [35][760/940] lr: 3.828e-01, eta: 2 days, 12:55:55, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.2889, top5_acc: 0.5348, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.1073 2020-08-01 00:53:31,277 - mmaction - INFO - Epoch [35][780/940] lr: 3.828e-01, eta: 2 days, 12:55:32, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5230, loss_cls: 3.3209, loss: 3.3209, grad_norm: 1.1019 2020-08-01 00:53:51,265 - mmaction - INFO - Epoch [35][800/940] lr: 3.828e-01, eta: 2 days, 12:55:04, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.2922, top5_acc: 0.5361, loss_cls: 3.2800, loss: 3.2800, grad_norm: 1.0876 2020-08-01 00:54:12,525 - mmaction - INFO - Epoch [35][820/940] lr: 3.828e-01, eta: 2 days, 12:54:44, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5391, loss_cls: 3.3044, loss: 3.3044, grad_norm: 1.1057 2020-08-01 00:54:34,240 - mmaction - INFO - Epoch [35][840/940] lr: 3.828e-01, eta: 2 days, 12:54:27, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5379, loss_cls: 3.3055, loss: 3.3055, grad_norm: 1.1198 2020-08-01 00:54:56,297 - mmaction - INFO - Epoch [35][860/940] lr: 3.828e-01, eta: 2 days, 12:54:12, time: 1.104, data_time: 0.007, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5396, loss_cls: 3.3261, loss: 3.3261, grad_norm: 1.1133 2020-08-01 00:55:17,570 - mmaction - INFO - Epoch [35][880/940] lr: 3.828e-01, eta: 2 days, 12:53:51, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5352, loss_cls: 3.3176, loss: 3.3176, grad_norm: 1.0857 2020-08-01 00:55:38,219 - mmaction - INFO - Epoch [35][900/940] lr: 3.828e-01, eta: 2 days, 12:53:28, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5291, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.1013 2020-08-01 00:55:59,649 - mmaction - INFO - Epoch [35][920/940] lr: 3.828e-01, eta: 2 days, 12:53:09, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.2904, top5_acc: 0.5482, loss_cls: 3.2634, loss: 3.2634, grad_norm: 1.0782 2020-08-01 00:56:18,901 - mmaction - INFO - Epoch [35][940/940] lr: 3.828e-01, eta: 2 days, 12:52:36, time: 0.962, data_time: 0.004, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5351, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.1072 2020-08-01 00:56:48,943 - mmaction - INFO - Epoch [36][20/940] lr: 3.818e-01, eta: 2 days, 12:53:09, time: 1.482, data_time: 0.496, memory: 6199, top1_acc: 0.2904, top5_acc: 0.5244, loss_cls: 3.3351, loss: 3.3351, grad_norm: 1.0984 2020-08-01 00:57:09,765 - mmaction - INFO - Epoch [36][40/940] lr: 3.818e-01, eta: 2 days, 12:52:46, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5535, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.0809 2020-08-01 00:57:29,563 - mmaction - INFO - Epoch [36][60/940] lr: 3.818e-01, eta: 2 days, 12:52:17, time: 0.987, data_time: 0.008, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5492, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.1185 2020-08-01 00:57:50,973 - mmaction - INFO - Epoch [36][80/940] lr: 3.818e-01, eta: 2 days, 12:51:58, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.2990, top5_acc: 0.5527, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.0944 2020-08-01 00:58:12,783 - mmaction - INFO - Epoch [36][100/940] lr: 3.818e-01, eta: 2 days, 12:51:41, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5439, loss_cls: 3.2868, loss: 3.2868, grad_norm: 1.1165 2020-08-01 00:58:33,653 - mmaction - INFO - Epoch [36][120/940] lr: 3.818e-01, eta: 2 days, 12:51:19, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5377, loss_cls: 3.2985, loss: 3.2985, grad_norm: 1.1184 2020-08-01 00:58:54,463 - mmaction - INFO - Epoch [36][140/940] lr: 3.818e-01, eta: 2 days, 12:50:56, time: 1.041, data_time: 0.003, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5395, loss_cls: 3.2825, loss: 3.2825, grad_norm: 1.0867 2020-08-01 00:59:15,063 - mmaction - INFO - Epoch [36][160/940] lr: 3.818e-01, eta: 2 days, 12:50:31, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.3029, loss: 3.3029, grad_norm: 1.0987 2020-08-01 00:59:36,265 - mmaction - INFO - Epoch [36][180/940] lr: 3.818e-01, eta: 2 days, 12:50:11, time: 1.063, data_time: 0.009, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5406, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.0951 2020-08-01 00:59:56,576 - mmaction - INFO - Epoch [36][200/940] lr: 3.818e-01, eta: 2 days, 12:49:44, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5512, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1062 2020-08-01 01:00:20,623 - mmaction - INFO - Epoch [36][220/940] lr: 3.818e-01, eta: 2 days, 12:49:41, time: 1.198, data_time: 0.007, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5469, loss_cls: 3.2989, loss: 3.2989, grad_norm: 1.1402 2020-08-01 01:00:41,188 - mmaction - INFO - Epoch [36][240/940] lr: 3.818e-01, eta: 2 days, 12:49:18, time: 1.035, data_time: 0.019, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5277, loss_cls: 3.3148, loss: 3.3148, grad_norm: 1.1121 2020-08-01 01:01:01,443 - mmaction - INFO - Epoch [36][260/940] lr: 3.818e-01, eta: 2 days, 12:48:51, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5354, loss_cls: 3.2936, loss: 3.2936, grad_norm: 1.1116 2020-08-01 01:01:22,368 - mmaction - INFO - Epoch [36][280/940] lr: 3.818e-01, eta: 2 days, 12:48:29, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5473, loss_cls: 3.2588, loss: 3.2588, grad_norm: 1.1084 2020-08-01 01:01:43,510 - mmaction - INFO - Epoch [36][300/940] lr: 3.818e-01, eta: 2 days, 12:48:08, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5342, loss_cls: 3.3133, loss: 3.3133, grad_norm: 1.1224 2020-08-01 01:02:04,579 - mmaction - INFO - Epoch [36][320/940] lr: 3.818e-01, eta: 2 days, 12:47:47, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5406, loss_cls: 3.2767, loss: 3.2767, grad_norm: 1.1015 2020-08-01 01:02:26,300 - mmaction - INFO - Epoch [36][340/940] lr: 3.818e-01, eta: 2 days, 12:47:30, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5441, loss_cls: 3.2994, loss: 3.2994, grad_norm: 1.0958 2020-08-01 01:02:48,063 - mmaction - INFO - Epoch [36][360/940] lr: 3.818e-01, eta: 2 days, 12:47:13, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.2779, top5_acc: 0.5414, loss_cls: 3.3088, loss: 3.3088, grad_norm: 1.1296 2020-08-01 01:03:09,418 - mmaction - INFO - Epoch [36][380/940] lr: 3.818e-01, eta: 2 days, 12:46:53, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5307, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0986 2020-08-01 01:03:30,457 - mmaction - INFO - Epoch [36][400/940] lr: 3.818e-01, eta: 2 days, 12:46:32, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5369, loss_cls: 3.3089, loss: 3.3089, grad_norm: 1.0998 2020-08-01 01:03:51,285 - mmaction - INFO - Epoch [36][420/940] lr: 3.818e-01, eta: 2 days, 12:46:08, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5396, loss_cls: 3.2694, loss: 3.2694, grad_norm: 1.0863 2020-08-01 01:04:12,776 - mmaction - INFO - Epoch [36][440/940] lr: 3.818e-01, eta: 2 days, 12:45:50, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5523, loss_cls: 3.2452, loss: 3.2452, grad_norm: 1.1028 2020-08-01 01:04:34,449 - mmaction - INFO - Epoch [36][460/940] lr: 3.818e-01, eta: 2 days, 12:45:33, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5361, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.1110 2020-08-01 01:04:55,329 - mmaction - INFO - Epoch [36][480/940] lr: 3.818e-01, eta: 2 days, 12:45:10, time: 1.043, data_time: 0.003, memory: 6199, top1_acc: 0.2881, top5_acc: 0.5418, loss_cls: 3.2958, loss: 3.2958, grad_norm: 1.0939 2020-08-01 01:05:16,355 - mmaction - INFO - Epoch [36][500/940] lr: 3.818e-01, eta: 2 days, 12:44:48, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2299, loss: 3.2299, grad_norm: 1.1035 2020-08-01 01:05:38,424 - mmaction - INFO - Epoch [36][520/940] lr: 3.818e-01, eta: 2 days, 12:44:33, time: 1.105, data_time: 0.006, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5332, loss_cls: 3.3009, loss: 3.3009, grad_norm: 1.1002 2020-08-01 01:05:59,723 - mmaction - INFO - Epoch [36][540/940] lr: 3.818e-01, eta: 2 days, 12:44:13, time: 1.065, data_time: 0.002, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5416, loss_cls: 3.2565, loss: 3.2565, grad_norm: 1.1315 2020-08-01 01:06:20,828 - mmaction - INFO - Epoch [36][560/940] lr: 3.818e-01, eta: 2 days, 12:43:52, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5299, loss_cls: 3.3607, loss: 3.3607, grad_norm: 1.1303 2020-08-01 01:06:42,311 - mmaction - INFO - Epoch [36][580/940] lr: 3.818e-01, eta: 2 days, 12:43:34, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5488, loss_cls: 3.2494, loss: 3.2494, grad_norm: 1.1124 2020-08-01 01:07:03,226 - mmaction - INFO - Epoch [36][600/940] lr: 3.818e-01, eta: 2 days, 12:43:11, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.2795, top5_acc: 0.5424, loss_cls: 3.3438, loss: 3.3438, grad_norm: 1.1075 2020-08-01 01:07:25,173 - mmaction - INFO - Epoch [36][620/940] lr: 3.818e-01, eta: 2 days, 12:42:55, time: 1.096, data_time: 0.007, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5410, loss_cls: 3.2889, loss: 3.2889, grad_norm: 1.1184 2020-08-01 01:07:45,711 - mmaction - INFO - Epoch [36][640/940] lr: 3.818e-01, eta: 2 days, 12:42:31, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.2840, top5_acc: 0.5371, loss_cls: 3.3197, loss: 3.3197, grad_norm: 1.1299 2020-08-01 01:08:06,914 - mmaction - INFO - Epoch [36][660/940] lr: 3.818e-01, eta: 2 days, 12:42:10, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5342, loss_cls: 3.3232, loss: 3.3232, grad_norm: 1.0963 2020-08-01 01:08:27,466 - mmaction - INFO - Epoch [36][680/940] lr: 3.818e-01, eta: 2 days, 12:41:46, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.2842, top5_acc: 0.5395, loss_cls: 3.3125, loss: 3.3125, grad_norm: 1.0862 2020-08-01 01:08:48,019 - mmaction - INFO - Epoch [36][700/940] lr: 3.818e-01, eta: 2 days, 12:41:21, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5391, loss_cls: 3.3162, loss: 3.3162, grad_norm: 1.1049 2020-08-01 01:09:08,852 - mmaction - INFO - Epoch [36][720/940] lr: 3.818e-01, eta: 2 days, 12:40:58, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5369, loss_cls: 3.2967, loss: 3.2967, grad_norm: 1.0982 2020-08-01 01:09:30,055 - mmaction - INFO - Epoch [36][740/940] lr: 3.818e-01, eta: 2 days, 12:40:38, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.2891, top5_acc: 0.5465, loss_cls: 3.3133, loss: 3.3133, grad_norm: 1.1153 2020-08-01 01:09:51,365 - mmaction - INFO - Epoch [36][760/940] lr: 3.818e-01, eta: 2 days, 12:40:18, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5277, loss_cls: 3.3638, loss: 3.3638, grad_norm: 1.1215 2020-08-01 01:10:13,437 - mmaction - INFO - Epoch [36][780/940] lr: 3.818e-01, eta: 2 days, 12:40:02, time: 1.103, data_time: 0.007, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5441, loss_cls: 3.3018, loss: 3.3018, grad_norm: 1.0823 2020-08-01 01:10:33,406 - mmaction - INFO - Epoch [36][800/940] lr: 3.818e-01, eta: 2 days, 12:39:35, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.2797, top5_acc: 0.5311, loss_cls: 3.3671, loss: 3.3671, grad_norm: 1.1009 2020-08-01 01:10:55,521 - mmaction - INFO - Epoch [36][820/940] lr: 3.818e-01, eta: 2 days, 12:39:20, time: 1.103, data_time: 0.005, memory: 6199, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.3096, loss: 3.3096, grad_norm: 1.1182 2020-08-01 01:11:17,444 - mmaction - INFO - Epoch [36][840/940] lr: 3.818e-01, eta: 2 days, 12:39:03, time: 1.095, data_time: 0.011, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5400, loss_cls: 3.2874, loss: 3.2874, grad_norm: 1.0992 2020-08-01 01:11:37,420 - mmaction - INFO - Epoch [36][860/940] lr: 3.818e-01, eta: 2 days, 12:38:36, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5436, loss_cls: 3.2871, loss: 3.2871, grad_norm: 1.1029 2020-08-01 01:11:59,101 - mmaction - INFO - Epoch [36][880/940] lr: 3.818e-01, eta: 2 days, 12:38:18, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.2889, top5_acc: 0.5350, loss_cls: 3.3223, loss: 3.3223, grad_norm: 1.1223 2020-08-01 01:12:20,912 - mmaction - INFO - Epoch [36][900/940] lr: 3.818e-01, eta: 2 days, 12:38:01, time: 1.093, data_time: 0.009, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5445, loss_cls: 3.2756, loss: 3.2756, grad_norm: 1.1050 2020-08-01 01:12:42,361 - mmaction - INFO - Epoch [36][920/940] lr: 3.818e-01, eta: 2 days, 12:37:42, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5395, loss_cls: 3.2746, loss: 3.2746, grad_norm: 1.0889 2020-08-01 01:13:03,074 - mmaction - INFO - Epoch [36][940/940] lr: 3.818e-01, eta: 2 days, 12:37:19, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.2851, top5_acc: 0.5327, loss_cls: 3.3342, loss: 3.3342, grad_norm: 1.1091 2020-08-01 01:13:03,490 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-08-01 01:13:37,030 - mmaction - INFO - Epoch [37][20/940] lr: 3.808e-01, eta: 2 days, 12:38:03, time: 1.592, data_time: 0.546, memory: 6199, top1_acc: 0.2904, top5_acc: 0.5381, loss_cls: 3.3083, loss: 3.3083, grad_norm: 1.0797 2020-08-01 01:13:56,977 - mmaction - INFO - Epoch [37][40/940] lr: 3.808e-01, eta: 2 days, 12:37:36, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5455, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.1098 2020-08-01 01:14:17,412 - mmaction - INFO - Epoch [37][60/940] lr: 3.808e-01, eta: 2 days, 12:37:10, time: 1.018, data_time: 0.002, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5400, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.1219 2020-08-01 01:14:37,874 - mmaction - INFO - Epoch [37][80/940] lr: 3.808e-01, eta: 2 days, 12:36:45, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.2801, top5_acc: 0.5334, loss_cls: 3.3452, loss: 3.3452, grad_norm: 1.1376 2020-08-01 01:14:58,449 - mmaction - INFO - Epoch [37][100/940] lr: 3.808e-01, eta: 2 days, 12:36:20, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.2922, top5_acc: 0.5395, loss_cls: 3.3196, loss: 3.3196, grad_norm: 1.0721 2020-08-01 01:15:20,410 - mmaction - INFO - Epoch [37][120/940] lr: 3.808e-01, eta: 2 days, 12:36:05, time: 1.102, data_time: 0.008, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5582, loss_cls: 3.2054, loss: 3.2054, grad_norm: 1.1045 2020-08-01 01:15:41,412 - mmaction - INFO - Epoch [37][140/940] lr: 3.808e-01, eta: 2 days, 12:35:43, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.2877, top5_acc: 0.5336, loss_cls: 3.3112, loss: 3.3112, grad_norm: 1.1011 2020-08-01 01:16:01,913 - mmaction - INFO - Epoch [37][160/940] lr: 3.808e-01, eta: 2 days, 12:35:18, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5473, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.1229 2020-08-01 01:16:23,534 - mmaction - INFO - Epoch [37][180/940] lr: 3.808e-01, eta: 2 days, 12:35:00, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5379, loss_cls: 3.3190, loss: 3.3190, grad_norm: 1.1198 2020-08-01 01:16:44,989 - mmaction - INFO - Epoch [37][200/940] lr: 3.808e-01, eta: 2 days, 12:34:41, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.0939 2020-08-01 01:17:06,375 - mmaction - INFO - Epoch [37][220/940] lr: 3.808e-01, eta: 2 days, 12:34:22, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5377, loss_cls: 3.3115, loss: 3.3115, grad_norm: 1.1063 2020-08-01 01:17:27,742 - mmaction - INFO - Epoch [37][240/940] lr: 3.808e-01, eta: 2 days, 12:34:02, time: 1.068, data_time: 0.003, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5373, loss_cls: 3.2994, loss: 3.2994, grad_norm: 1.1182 2020-08-01 01:17:48,507 - mmaction - INFO - Epoch [37][260/940] lr: 3.808e-01, eta: 2 days, 12:33:39, time: 1.038, data_time: 0.003, memory: 6199, top1_acc: 0.2865, top5_acc: 0.5395, loss_cls: 3.2891, loss: 3.2891, grad_norm: 1.1205 2020-08-01 01:18:10,004 - mmaction - INFO - Epoch [37][280/940] lr: 3.808e-01, eta: 2 days, 12:33:20, time: 1.074, data_time: 0.003, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5410, loss_cls: 3.2855, loss: 3.2855, grad_norm: 1.1064 2020-08-01 01:18:30,405 - mmaction - INFO - Epoch [37][300/940] lr: 3.808e-01, eta: 2 days, 12:32:55, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5428, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.1359 2020-08-01 01:18:51,506 - mmaction - INFO - Epoch [37][320/940] lr: 3.808e-01, eta: 2 days, 12:32:34, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5420, loss_cls: 3.3227, loss: 3.3227, grad_norm: 1.0958 2020-08-01 01:19:12,107 - mmaction - INFO - Epoch [37][340/940] lr: 3.808e-01, eta: 2 days, 12:32:09, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5525, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.0997 2020-08-01 01:19:32,655 - mmaction - INFO - Epoch [37][360/940] lr: 3.808e-01, eta: 2 days, 12:31:45, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5252, loss_cls: 3.3353, loss: 3.3353, grad_norm: 1.0850 2020-08-01 01:19:53,555 - mmaction - INFO - Epoch [37][380/940] lr: 3.808e-01, eta: 2 days, 12:31:22, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5473, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.0896 2020-08-01 01:20:16,805 - mmaction - INFO - Epoch [37][400/940] lr: 3.808e-01, eta: 2 days, 12:31:14, time: 1.160, data_time: 0.007, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5453, loss_cls: 3.2624, loss: 3.2624, grad_norm: 1.1060 2020-08-01 01:20:36,941 - mmaction - INFO - Epoch [37][420/940] lr: 3.808e-01, eta: 2 days, 12:30:47, time: 1.011, data_time: 0.013, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5496, loss_cls: 3.2687, loss: 3.2687, grad_norm: 1.1150 2020-08-01 01:21:00,093 - mmaction - INFO - Epoch [37][440/940] lr: 3.808e-01, eta: 2 days, 12:30:38, time: 1.156, data_time: 0.008, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5332, loss_cls: 3.3086, loss: 3.3086, grad_norm: 1.1352 2020-08-01 01:21:20,049 - mmaction - INFO - Epoch [37][460/940] lr: 3.808e-01, eta: 2 days, 12:30:10, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5332, loss_cls: 3.3514, loss: 3.3514, grad_norm: 1.0961 2020-08-01 01:21:40,425 - mmaction - INFO - Epoch [37][480/940] lr: 3.808e-01, eta: 2 days, 12:29:45, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5535, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.0930 2020-08-01 01:22:01,041 - mmaction - INFO - Epoch [37][500/940] lr: 3.808e-01, eta: 2 days, 12:29:20, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.2811, top5_acc: 0.5295, loss_cls: 3.3279, loss: 3.3279, grad_norm: 1.1020 2020-08-01 01:22:22,087 - mmaction - INFO - Epoch [37][520/940] lr: 3.808e-01, eta: 2 days, 12:28:59, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5518, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.0873 2020-08-01 01:22:44,314 - mmaction - INFO - Epoch [37][540/940] lr: 3.808e-01, eta: 2 days, 12:28:45, time: 1.114, data_time: 0.006, memory: 6199, top1_acc: 0.2832, top5_acc: 0.5387, loss_cls: 3.3370, loss: 3.3370, grad_norm: 1.1097 2020-08-01 01:23:05,236 - mmaction - INFO - Epoch [37][560/940] lr: 3.808e-01, eta: 2 days, 12:28:22, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5453, loss_cls: 3.2850, loss: 3.2850, grad_norm: 1.0864 2020-08-01 01:23:26,860 - mmaction - INFO - Epoch [37][580/940] lr: 3.808e-01, eta: 2 days, 12:28:04, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5400, loss_cls: 3.2890, loss: 3.2890, grad_norm: 1.1134 2020-08-01 01:23:48,123 - mmaction - INFO - Epoch [37][600/940] lr: 3.808e-01, eta: 2 days, 12:27:44, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5281, loss_cls: 3.3479, loss: 3.3479, grad_norm: 1.1095 2020-08-01 01:24:09,050 - mmaction - INFO - Epoch [37][620/940] lr: 3.808e-01, eta: 2 days, 12:27:22, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5449, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.1015 2020-08-01 01:24:30,372 - mmaction - INFO - Epoch [37][640/940] lr: 3.808e-01, eta: 2 days, 12:27:02, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5432, loss_cls: 3.2823, loss: 3.2823, grad_norm: 1.1044 2020-08-01 01:24:51,541 - mmaction - INFO - Epoch [37][660/940] lr: 3.808e-01, eta: 2 days, 12:26:42, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5473, loss_cls: 3.2900, loss: 3.2900, grad_norm: 1.1045 2020-08-01 01:25:12,165 - mmaction - INFO - Epoch [37][680/940] lr: 3.808e-01, eta: 2 days, 12:26:18, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5426, loss_cls: 3.3238, loss: 3.3238, grad_norm: 1.1059 2020-08-01 01:25:33,978 - mmaction - INFO - Epoch [37][700/940] lr: 3.808e-01, eta: 2 days, 12:26:01, time: 1.090, data_time: 0.004, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5455, loss_cls: 3.2944, loss: 3.2944, grad_norm: 1.1134 2020-08-01 01:25:54,709 - mmaction - INFO - Epoch [37][720/940] lr: 3.808e-01, eta: 2 days, 12:25:37, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5416, loss_cls: 3.2719, loss: 3.2719, grad_norm: 1.1271 2020-08-01 01:26:14,776 - mmaction - INFO - Epoch [37][740/940] lr: 3.808e-01, eta: 2 days, 12:25:10, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.2791, top5_acc: 0.5340, loss_cls: 3.3412, loss: 3.3412, grad_norm: 1.1042 2020-08-01 01:26:36,453 - mmaction - INFO - Epoch [37][760/940] lr: 3.808e-01, eta: 2 days, 12:24:52, time: 1.080, data_time: 0.005, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5381, loss_cls: 3.3098, loss: 3.3098, grad_norm: 1.0933 2020-08-01 01:26:56,551 - mmaction - INFO - Epoch [37][780/940] lr: 3.808e-01, eta: 2 days, 12:24:25, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5479, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.1247 2020-08-01 01:27:16,928 - mmaction - INFO - Epoch [37][800/940] lr: 3.808e-01, eta: 2 days, 12:24:00, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5371, loss_cls: 3.2947, loss: 3.2947, grad_norm: 1.1003 2020-08-01 01:27:37,895 - mmaction - INFO - Epoch [37][820/940] lr: 3.808e-01, eta: 2 days, 12:23:37, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5262, loss_cls: 3.3385, loss: 3.3385, grad_norm: 1.1064 2020-08-01 01:27:58,981 - mmaction - INFO - Epoch [37][840/940] lr: 3.808e-01, eta: 2 days, 12:23:16, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5277, loss_cls: 3.3297, loss: 3.3297, grad_norm: 1.1098 2020-08-01 01:28:20,020 - mmaction - INFO - Epoch [37][860/940] lr: 3.808e-01, eta: 2 days, 12:22:55, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5436, loss_cls: 3.2836, loss: 3.2836, grad_norm: 1.1099 2020-08-01 01:28:42,134 - mmaction - INFO - Epoch [37][880/940] lr: 3.808e-01, eta: 2 days, 12:22:39, time: 1.103, data_time: 0.010, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5437, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.1030 2020-08-01 01:29:02,465 - mmaction - INFO - Epoch [37][900/940] lr: 3.808e-01, eta: 2 days, 12:22:14, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5461, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.1165 2020-08-01 01:29:23,449 - mmaction - INFO - Epoch [37][920/940] lr: 3.808e-01, eta: 2 days, 12:21:52, time: 1.048, data_time: 0.002, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5184, loss_cls: 3.3717, loss: 3.3717, grad_norm: 1.1152 2020-08-01 01:29:42,598 - mmaction - INFO - Epoch [37][940/940] lr: 3.808e-01, eta: 2 days, 12:21:19, time: 0.954, data_time: 0.008, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5308, loss_cls: 3.3094, loss: 3.3094, grad_norm: 1.1232 2020-08-01 01:30:13,120 - mmaction - INFO - Epoch [38][20/940] lr: 3.797e-01, eta: 2 days, 12:21:51, time: 1.508, data_time: 0.467, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5527, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.0975 2020-08-01 01:30:33,778 - mmaction - INFO - Epoch [38][40/940] lr: 3.797e-01, eta: 2 days, 12:21:28, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5627, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1145 2020-08-01 01:30:54,598 - mmaction - INFO - Epoch [38][60/940] lr: 3.797e-01, eta: 2 days, 12:21:05, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5527, loss_cls: 3.2281, loss: 3.2281, grad_norm: 1.1153 2020-08-01 01:31:14,595 - mmaction - INFO - Epoch [38][80/940] lr: 3.797e-01, eta: 2 days, 12:20:37, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5473, loss_cls: 3.2690, loss: 3.2690, grad_norm: 1.1027 2020-08-01 01:31:35,576 - mmaction - INFO - Epoch [38][100/940] lr: 3.797e-01, eta: 2 days, 12:20:15, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5352, loss_cls: 3.3214, loss: 3.3214, grad_norm: 1.0875 2020-08-01 01:31:56,847 - mmaction - INFO - Epoch [38][120/940] lr: 3.797e-01, eta: 2 days, 12:19:55, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5467, loss_cls: 3.2606, loss: 3.2606, grad_norm: 1.1391 2020-08-01 01:32:17,851 - mmaction - INFO - Epoch [38][140/940] lr: 3.797e-01, eta: 2 days, 12:19:33, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5504, loss_cls: 3.2878, loss: 3.2878, grad_norm: 1.1136 2020-08-01 01:32:37,827 - mmaction - INFO - Epoch [38][160/940] lr: 3.797e-01, eta: 2 days, 12:19:05, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5545, loss_cls: 3.2314, loss: 3.2314, grad_norm: 1.1131 2020-08-01 01:32:59,917 - mmaction - INFO - Epoch [38][180/940] lr: 3.797e-01, eta: 2 days, 12:18:50, time: 1.104, data_time: 0.004, memory: 6199, top1_acc: 0.2922, top5_acc: 0.5316, loss_cls: 3.3025, loss: 3.3025, grad_norm: 1.1029 2020-08-01 01:33:20,723 - mmaction - INFO - Epoch [38][200/940] lr: 3.797e-01, eta: 2 days, 12:18:27, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5486, loss_cls: 3.2448, loss: 3.2448, grad_norm: 1.1164 2020-08-01 01:33:41,243 - mmaction - INFO - Epoch [38][220/940] lr: 3.797e-01, eta: 2 days, 12:18:02, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.2838, top5_acc: 0.5361, loss_cls: 3.3383, loss: 3.3383, grad_norm: 1.1215 2020-08-01 01:34:02,224 - mmaction - INFO - Epoch [38][240/940] lr: 3.797e-01, eta: 2 days, 12:17:41, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.2965, top5_acc: 0.5439, loss_cls: 3.2611, loss: 3.2611, grad_norm: 1.1114 2020-08-01 01:34:23,520 - mmaction - INFO - Epoch [38][260/940] lr: 3.797e-01, eta: 2 days, 12:17:21, time: 1.064, data_time: 0.003, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5510, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.1002 2020-08-01 01:34:45,365 - mmaction - INFO - Epoch [38][280/940] lr: 3.797e-01, eta: 2 days, 12:17:03, time: 1.088, data_time: 0.009, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5453, loss_cls: 3.2625, loss: 3.2625, grad_norm: 1.1280 2020-08-01 01:35:05,612 - mmaction - INFO - Epoch [38][300/940] lr: 3.797e-01, eta: 2 days, 12:16:38, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5398, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.0999 2020-08-01 01:35:25,620 - mmaction - INFO - Epoch [38][320/940] lr: 3.797e-01, eta: 2 days, 12:16:10, time: 1.000, data_time: 0.003, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5410, loss_cls: 3.2677, loss: 3.2677, grad_norm: 1.0958 2020-08-01 01:35:46,184 - mmaction - INFO - Epoch [38][340/940] lr: 3.797e-01, eta: 2 days, 12:15:45, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5383, loss_cls: 3.2739, loss: 3.2739, grad_norm: 1.0839 2020-08-01 01:36:08,105 - mmaction - INFO - Epoch [38][360/940] lr: 3.797e-01, eta: 2 days, 12:15:29, time: 1.099, data_time: 0.008, memory: 6199, top1_acc: 0.2887, top5_acc: 0.5371, loss_cls: 3.3153, loss: 3.3153, grad_norm: 1.1409 2020-08-01 01:36:28,942 - mmaction - INFO - Epoch [38][380/940] lr: 3.797e-01, eta: 2 days, 12:15:07, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5400, loss_cls: 3.3372, loss: 3.3372, grad_norm: 1.1075 2020-08-01 01:36:50,217 - mmaction - INFO - Epoch [38][400/940] lr: 3.797e-01, eta: 2 days, 12:14:47, time: 1.065, data_time: 0.006, memory: 6199, top1_acc: 0.2979, top5_acc: 0.5520, loss_cls: 3.2567, loss: 3.2567, grad_norm: 1.1314 2020-08-01 01:37:10,666 - mmaction - INFO - Epoch [38][420/940] lr: 3.797e-01, eta: 2 days, 12:14:21, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5336, loss_cls: 3.3108, loss: 3.3108, grad_norm: 1.1032 2020-08-01 01:37:31,777 - mmaction - INFO - Epoch [38][440/940] lr: 3.797e-01, eta: 2 days, 12:14:00, time: 1.056, data_time: 0.009, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5521, loss_cls: 3.2256, loss: 3.2256, grad_norm: 1.1034 2020-08-01 01:37:53,464 - mmaction - INFO - Epoch [38][460/940] lr: 3.797e-01, eta: 2 days, 12:13:43, time: 1.087, data_time: 0.009, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5355, loss_cls: 3.3099, loss: 3.3099, grad_norm: 1.1400 2020-08-01 01:38:14,472 - mmaction - INFO - Epoch [38][480/940] lr: 3.797e-01, eta: 2 days, 12:13:21, time: 1.050, data_time: 0.004, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5326, loss_cls: 3.3280, loss: 3.3280, grad_norm: 1.1173 2020-08-01 01:38:35,453 - mmaction - INFO - Epoch [38][500/940] lr: 3.797e-01, eta: 2 days, 12:12:59, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5428, loss_cls: 3.3004, loss: 3.3004, grad_norm: 1.1143 2020-08-01 01:38:57,070 - mmaction - INFO - Epoch [38][520/940] lr: 3.797e-01, eta: 2 days, 12:12:41, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.2855, top5_acc: 0.5307, loss_cls: 3.3060, loss: 3.3060, grad_norm: 1.0985 2020-08-01 01:39:17,701 - mmaction - INFO - Epoch [38][540/940] lr: 3.797e-01, eta: 2 days, 12:12:17, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.2805, top5_acc: 0.5289, loss_cls: 3.3624, loss: 3.3624, grad_norm: 1.1016 2020-08-01 01:39:39,116 - mmaction - INFO - Epoch [38][560/940] lr: 3.797e-01, eta: 2 days, 12:11:57, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5385, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.1116 2020-08-01 01:40:00,710 - mmaction - INFO - Epoch [38][580/940] lr: 3.797e-01, eta: 2 days, 12:11:39, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5395, loss_cls: 3.2950, loss: 3.2950, grad_norm: 1.1156 2020-08-01 01:40:21,640 - mmaction - INFO - Epoch [38][600/940] lr: 3.797e-01, eta: 2 days, 12:11:17, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5379, loss_cls: 3.3273, loss: 3.3273, grad_norm: 1.1262 2020-08-01 01:40:42,175 - mmaction - INFO - Epoch [38][620/940] lr: 3.797e-01, eta: 2 days, 12:10:53, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5437, loss_cls: 3.3134, loss: 3.3134, grad_norm: 1.1077 2020-08-01 01:41:03,617 - mmaction - INFO - Epoch [38][640/940] lr: 3.797e-01, eta: 2 days, 12:10:33, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5564, loss_cls: 3.2358, loss: 3.2358, grad_norm: 1.1064 2020-08-01 01:41:23,500 - mmaction - INFO - Epoch [38][660/940] lr: 3.797e-01, eta: 2 days, 12:10:05, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5461, loss_cls: 3.2583, loss: 3.2583, grad_norm: 1.1243 2020-08-01 01:41:44,667 - mmaction - INFO - Epoch [38][680/940] lr: 3.797e-01, eta: 2 days, 12:09:44, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5428, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.1069 2020-08-01 01:42:05,731 - mmaction - INFO - Epoch [38][700/940] lr: 3.797e-01, eta: 2 days, 12:09:23, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5406, loss_cls: 3.2925, loss: 3.2925, grad_norm: 1.1149 2020-08-01 01:42:26,639 - mmaction - INFO - Epoch [38][720/940] lr: 3.797e-01, eta: 2 days, 12:09:01, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5340, loss_cls: 3.2866, loss: 3.2866, grad_norm: 1.1217 2020-08-01 01:42:47,635 - mmaction - INFO - Epoch [38][740/940] lr: 3.797e-01, eta: 2 days, 12:08:39, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5434, loss_cls: 3.2902, loss: 3.2902, grad_norm: 1.1161 2020-08-01 01:43:08,784 - mmaction - INFO - Epoch [38][760/940] lr: 3.797e-01, eta: 2 days, 12:08:18, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5439, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.1218 2020-08-01 01:43:29,953 - mmaction - INFO - Epoch [38][780/940] lr: 3.797e-01, eta: 2 days, 12:07:57, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.2881, top5_acc: 0.5412, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.1015 2020-08-01 01:43:50,719 - mmaction - INFO - Epoch [38][800/940] lr: 3.797e-01, eta: 2 days, 12:07:34, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5576, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.1118 2020-08-01 01:44:12,268 - mmaction - INFO - Epoch [38][820/940] lr: 3.797e-01, eta: 2 days, 12:07:15, time: 1.080, data_time: 0.011, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5400, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.1134 2020-08-01 01:44:33,265 - mmaction - INFO - Epoch [38][840/940] lr: 3.797e-01, eta: 2 days, 12:06:54, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5434, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.1152 2020-08-01 01:44:53,648 - mmaction - INFO - Epoch [38][860/940] lr: 3.797e-01, eta: 2 days, 12:06:28, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5316, loss_cls: 3.3239, loss: 3.3239, grad_norm: 1.1316 2020-08-01 01:45:13,925 - mmaction - INFO - Epoch [38][880/940] lr: 3.797e-01, eta: 2 days, 12:06:02, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.2846, top5_acc: 0.5508, loss_cls: 3.2812, loss: 3.2812, grad_norm: 1.0891 2020-08-01 01:45:34,618 - mmaction - INFO - Epoch [38][900/940] lr: 3.797e-01, eta: 2 days, 12:05:39, time: 1.038, data_time: 0.014, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5344, loss_cls: 3.2910, loss: 3.2910, grad_norm: 1.1128 2020-08-01 01:45:56,217 - mmaction - INFO - Epoch [38][920/940] lr: 3.797e-01, eta: 2 days, 12:05:21, time: 1.082, data_time: 0.010, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5459, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.0993 2020-08-01 01:46:15,439 - mmaction - INFO - Epoch [38][940/940] lr: 3.797e-01, eta: 2 days, 12:04:49, time: 0.960, data_time: 0.005, memory: 6199, top1_acc: 0.2948, top5_acc: 0.5400, loss_cls: 3.2613, loss: 3.2613, grad_norm: 1.1053 2020-08-01 01:46:46,017 - mmaction - INFO - Epoch [39][20/940] lr: 3.786e-01, eta: 2 days, 12:05:19, time: 1.505, data_time: 0.511, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5354, loss_cls: 3.3388, loss: 3.3388, grad_norm: 1.1387 2020-08-01 01:47:06,100 - mmaction - INFO - Epoch [39][40/940] lr: 3.786e-01, eta: 2 days, 12:04:52, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5555, loss_cls: 3.2421, loss: 3.2421, grad_norm: 1.1103 2020-08-01 01:47:26,282 - mmaction - INFO - Epoch [39][60/940] lr: 3.786e-01, eta: 2 days, 12:04:26, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5621, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.1155 2020-08-01 01:47:46,654 - mmaction - INFO - Epoch [39][80/940] lr: 3.786e-01, eta: 2 days, 12:04:01, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5559, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.1207 2020-08-01 01:48:07,395 - mmaction - INFO - Epoch [39][100/940] lr: 3.786e-01, eta: 2 days, 12:03:37, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5459, loss_cls: 3.2491, loss: 3.2491, grad_norm: 1.0977 2020-08-01 01:48:27,603 - mmaction - INFO - Epoch [39][120/940] lr: 3.786e-01, eta: 2 days, 12:03:11, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5445, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.1416 2020-08-01 01:48:49,205 - mmaction - INFO - Epoch [39][140/940] lr: 3.786e-01, eta: 2 days, 12:02:52, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5414, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.0982 2020-08-01 01:49:10,475 - mmaction - INFO - Epoch [39][160/940] lr: 3.786e-01, eta: 2 days, 12:02:33, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5432, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.0962 2020-08-01 01:49:32,036 - mmaction - INFO - Epoch [39][180/940] lr: 3.786e-01, eta: 2 days, 12:02:14, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5570, loss_cls: 3.2175, loss: 3.2175, grad_norm: 1.1294 2020-08-01 01:49:52,688 - mmaction - INFO - Epoch [39][200/940] lr: 3.786e-01, eta: 2 days, 12:01:50, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2824, top5_acc: 0.5344, loss_cls: 3.3379, loss: 3.3379, grad_norm: 1.1231 2020-08-01 01:50:13,634 - mmaction - INFO - Epoch [39][220/940] lr: 3.786e-01, eta: 2 days, 12:01:28, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5342, loss_cls: 3.3211, loss: 3.3211, grad_norm: 1.1009 2020-08-01 01:50:34,798 - mmaction - INFO - Epoch [39][240/940] lr: 3.786e-01, eta: 2 days, 12:01:07, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5441, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.1298 2020-08-01 01:50:56,057 - mmaction - INFO - Epoch [39][260/940] lr: 3.786e-01, eta: 2 days, 12:00:47, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.2777, top5_acc: 0.5291, loss_cls: 3.3426, loss: 3.3426, grad_norm: 1.1141 2020-08-01 01:51:17,483 - mmaction - INFO - Epoch [39][280/940] lr: 3.786e-01, eta: 2 days, 12:00:28, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5428, loss_cls: 3.2649, loss: 3.2649, grad_norm: 1.0981 2020-08-01 01:51:38,493 - mmaction - INFO - Epoch [39][300/940] lr: 3.786e-01, eta: 2 days, 12:00:06, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5449, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.0927 2020-08-01 01:52:00,704 - mmaction - INFO - Epoch [39][320/940] lr: 3.786e-01, eta: 2 days, 11:59:51, time: 1.113, data_time: 0.006, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5459, loss_cls: 3.2703, loss: 3.2703, grad_norm: 1.1047 2020-08-01 01:52:21,401 - mmaction - INFO - Epoch [39][340/940] lr: 3.786e-01, eta: 2 days, 11:59:27, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.2914, top5_acc: 0.5457, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.1105 2020-08-01 01:52:42,542 - mmaction - INFO - Epoch [39][360/940] lr: 3.786e-01, eta: 2 days, 11:59:07, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5395, loss_cls: 3.3003, loss: 3.3003, grad_norm: 1.1184 2020-08-01 01:53:03,341 - mmaction - INFO - Epoch [39][380/940] lr: 3.786e-01, eta: 2 days, 11:58:44, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5437, loss_cls: 3.2693, loss: 3.2693, grad_norm: 1.0866 2020-08-01 01:53:24,525 - mmaction - INFO - Epoch [39][400/940] lr: 3.786e-01, eta: 2 days, 11:58:23, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5324, loss_cls: 3.3116, loss: 3.3116, grad_norm: 1.1166 2020-08-01 01:53:45,426 - mmaction - INFO - Epoch [39][420/940] lr: 3.786e-01, eta: 2 days, 11:58:01, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5533, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.1079 2020-08-01 01:54:05,674 - mmaction - INFO - Epoch [39][440/940] lr: 3.786e-01, eta: 2 days, 11:57:35, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5434, loss_cls: 3.2775, loss: 3.2775, grad_norm: 1.1233 2020-08-01 01:54:27,256 - mmaction - INFO - Epoch [39][460/940] lr: 3.786e-01, eta: 2 days, 11:57:16, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5461, loss_cls: 3.3031, loss: 3.3031, grad_norm: 1.1352 2020-08-01 01:54:48,124 - mmaction - INFO - Epoch [39][480/940] lr: 3.786e-01, eta: 2 days, 11:56:54, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2762, loss: 3.2762, grad_norm: 1.0990 2020-08-01 01:55:10,328 - mmaction - INFO - Epoch [39][500/940] lr: 3.786e-01, eta: 2 days, 11:56:39, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5275, loss_cls: 3.3319, loss: 3.3319, grad_norm: 1.1116 2020-08-01 01:55:31,013 - mmaction - INFO - Epoch [39][520/940] lr: 3.786e-01, eta: 2 days, 11:56:15, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5355, loss_cls: 3.3089, loss: 3.3089, grad_norm: 1.0721 2020-08-01 01:55:51,932 - mmaction - INFO - Epoch [39][540/940] lr: 3.786e-01, eta: 2 days, 11:55:53, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.2865, top5_acc: 0.5354, loss_cls: 3.3090, loss: 3.3090, grad_norm: 1.1026 2020-08-01 01:56:12,559 - mmaction - INFO - Epoch [39][560/940] lr: 3.786e-01, eta: 2 days, 11:55:29, time: 1.034, data_time: 0.011, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5494, loss_cls: 3.2746, loss: 3.2746, grad_norm: 1.1369 2020-08-01 01:56:33,306 - mmaction - INFO - Epoch [39][580/940] lr: 3.786e-01, eta: 2 days, 11:55:06, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.2908, top5_acc: 0.5529, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.1100 2020-08-01 01:56:53,496 - mmaction - INFO - Epoch [39][600/940] lr: 3.786e-01, eta: 2 days, 11:54:40, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2726, loss: 3.2726, grad_norm: 1.1396 2020-08-01 01:57:13,809 - mmaction - INFO - Epoch [39][620/940] lr: 3.786e-01, eta: 2 days, 11:54:14, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5469, loss_cls: 3.2789, loss: 3.2789, grad_norm: 1.1023 2020-08-01 01:57:34,150 - mmaction - INFO - Epoch [39][640/940] lr: 3.786e-01, eta: 2 days, 11:53:49, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5463, loss_cls: 3.2730, loss: 3.2730, grad_norm: 1.1087 2020-08-01 01:57:55,011 - mmaction - INFO - Epoch [39][660/940] lr: 3.786e-01, eta: 2 days, 11:53:26, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5383, loss_cls: 3.3150, loss: 3.3150, grad_norm: 1.1001 2020-08-01 01:58:15,897 - mmaction - INFO - Epoch [39][680/940] lr: 3.786e-01, eta: 2 days, 11:53:04, time: 1.044, data_time: 0.004, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5521, loss_cls: 3.2180, loss: 3.2180, grad_norm: 1.1142 2020-08-01 01:58:36,844 - mmaction - INFO - Epoch [39][700/940] lr: 3.786e-01, eta: 2 days, 11:52:42, time: 1.046, data_time: 0.010, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5369, loss_cls: 3.3000, loss: 3.3000, grad_norm: 1.1302 2020-08-01 01:58:58,421 - mmaction - INFO - Epoch [39][720/940] lr: 3.786e-01, eta: 2 days, 11:52:23, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5520, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.1003 2020-08-01 01:59:19,392 - mmaction - INFO - Epoch [39][740/940] lr: 3.786e-01, eta: 2 days, 11:52:01, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.2871, top5_acc: 0.5404, loss_cls: 3.3300, loss: 3.3300, grad_norm: 1.1498 2020-08-01 01:59:40,353 - mmaction - INFO - Epoch [39][760/940] lr: 3.786e-01, eta: 2 days, 11:51:40, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.2906, top5_acc: 0.5416, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.1162 2020-08-01 02:00:00,544 - mmaction - INFO - Epoch [39][780/940] lr: 3.786e-01, eta: 2 days, 11:51:13, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5406, loss_cls: 3.2894, loss: 3.2894, grad_norm: 1.1010 2020-08-01 02:00:25,785 - mmaction - INFO - Epoch [39][800/940] lr: 3.786e-01, eta: 2 days, 11:51:15, time: 1.259, data_time: 0.008, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5416, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.1185 2020-08-01 02:00:46,576 - mmaction - INFO - Epoch [39][820/940] lr: 3.786e-01, eta: 2 days, 11:50:52, time: 1.044, data_time: 0.026, memory: 6199, top1_acc: 0.2879, top5_acc: 0.5422, loss_cls: 3.3221, loss: 3.3221, grad_norm: 1.1158 2020-08-01 02:01:07,379 - mmaction - INFO - Epoch [39][840/940] lr: 3.786e-01, eta: 2 days, 11:50:30, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5367, loss_cls: 3.3107, loss: 3.3107, grad_norm: 1.1301 2020-08-01 02:01:28,456 - mmaction - INFO - Epoch [39][860/940] lr: 3.786e-01, eta: 2 days, 11:50:08, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5332, loss_cls: 3.3312, loss: 3.3312, grad_norm: 1.1209 2020-08-01 02:01:50,288 - mmaction - INFO - Epoch [39][880/940] lr: 3.786e-01, eta: 2 days, 11:49:51, time: 1.096, data_time: 0.008, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5365, loss_cls: 3.2999, loss: 3.2999, grad_norm: 1.0939 2020-08-01 02:02:11,586 - mmaction - INFO - Epoch [39][900/940] lr: 3.786e-01, eta: 2 days, 11:49:31, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5389, loss_cls: 3.3129, loss: 3.3129, grad_norm: 1.1178 2020-08-01 02:02:33,250 - mmaction - INFO - Epoch [39][920/940] lr: 3.786e-01, eta: 2 days, 11:49:13, time: 1.086, data_time: 0.006, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5414, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.1066 2020-08-01 02:02:52,099 - mmaction - INFO - Epoch [39][940/940] lr: 3.786e-01, eta: 2 days, 11:48:39, time: 0.942, data_time: 0.002, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5558, loss_cls: 3.2711, loss: 3.2711, grad_norm: 1.1595 2020-08-01 02:03:25,494 - mmaction - INFO - Epoch [40][20/940] lr: 3.775e-01, eta: 2 days, 11:49:24, time: 1.643, data_time: 0.637, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5482, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.1423 2020-08-01 02:03:45,258 - mmaction - INFO - Epoch [40][40/940] lr: 3.775e-01, eta: 2 days, 11:48:55, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5588, loss_cls: 3.2300, loss: 3.2300, grad_norm: 1.1044 2020-08-01 02:04:06,570 - mmaction - INFO - Epoch [40][60/940] lr: 3.775e-01, eta: 2 days, 11:48:35, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5527, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.1241 2020-08-01 02:04:27,452 - mmaction - INFO - Epoch [40][80/940] lr: 3.775e-01, eta: 2 days, 11:48:13, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5355, loss_cls: 3.2901, loss: 3.2901, grad_norm: 1.1448 2020-08-01 02:04:48,593 - mmaction - INFO - Epoch [40][100/940] lr: 3.775e-01, eta: 2 days, 11:47:52, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5471, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.1100 2020-08-01 02:05:09,629 - mmaction - INFO - Epoch [40][120/940] lr: 3.775e-01, eta: 2 days, 11:47:30, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5367, loss_cls: 3.3002, loss: 3.3002, grad_norm: 1.1085 2020-08-01 02:05:30,372 - mmaction - INFO - Epoch [40][140/940] lr: 3.775e-01, eta: 2 days, 11:47:07, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5494, loss_cls: 3.2691, loss: 3.2691, grad_norm: 1.1165 2020-08-01 02:05:50,986 - mmaction - INFO - Epoch [40][160/940] lr: 3.775e-01, eta: 2 days, 11:46:43, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5479, loss_cls: 3.2771, loss: 3.2771, grad_norm: 1.1074 2020-08-01 02:06:11,549 - mmaction - INFO - Epoch [40][180/940] lr: 3.775e-01, eta: 2 days, 11:46:18, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5457, loss_cls: 3.2415, loss: 3.2415, grad_norm: 1.1262 2020-08-01 02:06:33,208 - mmaction - INFO - Epoch [40][200/940] lr: 3.775e-01, eta: 2 days, 11:46:01, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5496, loss_cls: 3.2440, loss: 3.2440, grad_norm: 1.1204 2020-08-01 02:06:54,250 - mmaction - INFO - Epoch [40][220/940] lr: 3.775e-01, eta: 2 days, 11:45:39, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5504, loss_cls: 3.2227, loss: 3.2227, grad_norm: 1.1065 2020-08-01 02:07:15,426 - mmaction - INFO - Epoch [40][240/940] lr: 3.775e-01, eta: 2 days, 11:45:18, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5436, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.1119 2020-08-01 02:07:36,730 - mmaction - INFO - Epoch [40][260/940] lr: 3.775e-01, eta: 2 days, 11:44:58, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2990, top5_acc: 0.5484, loss_cls: 3.2672, loss: 3.2672, grad_norm: 1.1034 2020-08-01 02:07:57,303 - mmaction - INFO - Epoch [40][280/940] lr: 3.775e-01, eta: 2 days, 11:44:34, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5582, loss_cls: 3.2268, loss: 3.2268, grad_norm: 1.1114 2020-08-01 02:08:18,679 - mmaction - INFO - Epoch [40][300/940] lr: 3.775e-01, eta: 2 days, 11:44:14, time: 1.067, data_time: 0.003, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5389, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.1133 2020-08-01 02:08:39,179 - mmaction - INFO - Epoch [40][320/940] lr: 3.775e-01, eta: 2 days, 11:43:50, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5428, loss_cls: 3.2941, loss: 3.2941, grad_norm: 1.1058 2020-08-01 02:09:00,132 - mmaction - INFO - Epoch [40][340/940] lr: 3.775e-01, eta: 2 days, 11:43:28, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.2961, top5_acc: 0.5482, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.0906 2020-08-01 02:09:21,294 - mmaction - INFO - Epoch [40][360/940] lr: 3.775e-01, eta: 2 days, 11:43:07, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5553, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.1005 2020-08-01 02:09:42,951 - mmaction - INFO - Epoch [40][380/940] lr: 3.775e-01, eta: 2 days, 11:42:48, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5512, loss_cls: 3.2955, loss: 3.2955, grad_norm: 1.1142 2020-08-01 02:10:04,368 - mmaction - INFO - Epoch [40][400/940] lr: 3.775e-01, eta: 2 days, 11:42:30, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5598, loss_cls: 3.2204, loss: 3.2204, grad_norm: 1.1200 2020-08-01 02:10:24,396 - mmaction - INFO - Epoch [40][420/940] lr: 3.775e-01, eta: 2 days, 11:42:02, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5471, loss_cls: 3.2651, loss: 3.2651, grad_norm: 1.1233 2020-08-01 02:10:44,847 - mmaction - INFO - Epoch [40][440/940] lr: 3.775e-01, eta: 2 days, 11:41:38, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2906, top5_acc: 0.5350, loss_cls: 3.3229, loss: 3.3229, grad_norm: 1.1184 2020-08-01 02:11:05,959 - mmaction - INFO - Epoch [40][460/940] lr: 3.775e-01, eta: 2 days, 11:41:16, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5471, loss_cls: 3.2740, loss: 3.2740, grad_norm: 1.1303 2020-08-01 02:11:26,949 - mmaction - INFO - Epoch [40][480/940] lr: 3.775e-01, eta: 2 days, 11:40:55, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.2785, top5_acc: 0.5328, loss_cls: 3.3301, loss: 3.3301, grad_norm: 1.0959 2020-08-01 02:11:48,603 - mmaction - INFO - Epoch [40][500/940] lr: 3.775e-01, eta: 2 days, 11:40:36, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5467, loss_cls: 3.2676, loss: 3.2676, grad_norm: 1.1206 2020-08-01 02:12:10,282 - mmaction - INFO - Epoch [40][520/940] lr: 3.775e-01, eta: 2 days, 11:40:18, time: 1.085, data_time: 0.006, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5418, loss_cls: 3.2728, loss: 3.2728, grad_norm: 1.1008 2020-08-01 02:12:31,108 - mmaction - INFO - Epoch [40][540/940] lr: 3.775e-01, eta: 2 days, 11:39:56, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5471, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.1407 2020-08-01 02:12:52,360 - mmaction - INFO - Epoch [40][560/940] lr: 3.775e-01, eta: 2 days, 11:39:35, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5404, loss_cls: 3.3100, loss: 3.3100, grad_norm: 1.1175 2020-08-01 02:13:13,919 - mmaction - INFO - Epoch [40][580/940] lr: 3.775e-01, eta: 2 days, 11:39:17, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5500, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.1239 2020-08-01 02:13:34,918 - mmaction - INFO - Epoch [40][600/940] lr: 3.775e-01, eta: 2 days, 11:38:55, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5492, loss_cls: 3.2899, loss: 3.2899, grad_norm: 1.0880 2020-08-01 02:13:56,472 - mmaction - INFO - Epoch [40][620/940] lr: 3.775e-01, eta: 2 days, 11:38:36, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.2869, top5_acc: 0.5473, loss_cls: 3.2791, loss: 3.2791, grad_norm: 1.0987 2020-08-01 02:14:16,874 - mmaction - INFO - Epoch [40][640/940] lr: 3.775e-01, eta: 2 days, 11:38:11, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5459, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.1154 2020-08-01 02:14:37,769 - mmaction - INFO - Epoch [40][660/940] lr: 3.775e-01, eta: 2 days, 11:37:49, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5439, loss_cls: 3.2627, loss: 3.2627, grad_norm: 1.1114 2020-08-01 02:14:59,723 - mmaction - INFO - Epoch [40][680/940] lr: 3.775e-01, eta: 2 days, 11:37:32, time: 1.098, data_time: 0.006, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5447, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.1029 2020-08-01 02:15:21,150 - mmaction - INFO - Epoch [40][700/940] lr: 3.775e-01, eta: 2 days, 11:37:12, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5523, loss_cls: 3.2620, loss: 3.2620, grad_norm: 1.1249 2020-08-01 02:15:42,528 - mmaction - INFO - Epoch [40][720/940] lr: 3.775e-01, eta: 2 days, 11:36:53, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5547, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.1046 2020-08-01 02:16:03,469 - mmaction - INFO - Epoch [40][740/940] lr: 3.775e-01, eta: 2 days, 11:36:31, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5488, loss_cls: 3.2370, loss: 3.2370, grad_norm: 1.1268 2020-08-01 02:16:24,916 - mmaction - INFO - Epoch [40][760/940] lr: 3.775e-01, eta: 2 days, 11:36:12, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.2828, top5_acc: 0.5488, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.1410 2020-08-01 02:16:46,919 - mmaction - INFO - Epoch [40][780/940] lr: 3.775e-01, eta: 2 days, 11:35:55, time: 1.099, data_time: 0.009, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5455, loss_cls: 3.2652, loss: 3.2652, grad_norm: 1.1067 2020-08-01 02:17:07,890 - mmaction - INFO - Epoch [40][800/940] lr: 3.775e-01, eta: 2 days, 11:35:34, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5326, loss_cls: 3.2989, loss: 3.2989, grad_norm: 1.1051 2020-08-01 02:17:28,473 - mmaction - INFO - Epoch [40][820/940] lr: 3.775e-01, eta: 2 days, 11:35:09, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.2861, top5_acc: 0.5352, loss_cls: 3.3316, loss: 3.3316, grad_norm: 1.1429 2020-08-01 02:17:49,292 - mmaction - INFO - Epoch [40][840/940] lr: 3.775e-01, eta: 2 days, 11:34:47, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5410, loss_cls: 3.2703, loss: 3.2703, grad_norm: 1.1114 2020-08-01 02:18:10,588 - mmaction - INFO - Epoch [40][860/940] lr: 3.775e-01, eta: 2 days, 11:34:27, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.2830, top5_acc: 0.5383, loss_cls: 3.3174, loss: 3.3174, grad_norm: 1.0970 2020-08-01 02:18:31,843 - mmaction - INFO - Epoch [40][880/940] lr: 3.775e-01, eta: 2 days, 11:34:06, time: 1.064, data_time: 0.004, memory: 6199, top1_acc: 0.2852, top5_acc: 0.5375, loss_cls: 3.3014, loss: 3.3014, grad_norm: 1.1264 2020-08-01 02:18:51,658 - mmaction - INFO - Epoch [40][900/940] lr: 3.775e-01, eta: 2 days, 11:33:38, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5393, loss_cls: 3.2943, loss: 3.2943, grad_norm: 1.1190 2020-08-01 02:19:12,477 - mmaction - INFO - Epoch [40][920/940] lr: 3.775e-01, eta: 2 days, 11:33:15, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5471, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.1008 2020-08-01 02:19:32,998 - mmaction - INFO - Epoch [40][940/940] lr: 3.775e-01, eta: 2 days, 11:32:51, time: 1.025, data_time: 0.010, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5381, loss_cls: 3.3019, loss: 3.3019, grad_norm: 1.1278 2020-08-01 02:19:33,246 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-08-01 02:20:03,476 - mmaction - INFO - Epoch [41][20/940] lr: 3.764e-01, eta: 2 days, 11:33:09, time: 1.424, data_time: 0.406, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5516, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1335 2020-08-01 02:20:23,755 - mmaction - INFO - Epoch [41][40/940] lr: 3.764e-01, eta: 2 days, 11:32:44, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2887, top5_acc: 0.5391, loss_cls: 3.2909, loss: 3.2909, grad_norm: 1.1024 2020-08-01 02:20:44,673 - mmaction - INFO - Epoch [41][60/940] lr: 3.764e-01, eta: 2 days, 11:32:22, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5426, loss_cls: 3.3025, loss: 3.3025, grad_norm: 1.1040 2020-08-01 02:21:05,560 - mmaction - INFO - Epoch [41][80/940] lr: 3.764e-01, eta: 2 days, 11:32:00, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5447, loss_cls: 3.2439, loss: 3.2439, grad_norm: 1.0968 2020-08-01 02:21:26,788 - mmaction - INFO - Epoch [41][100/940] lr: 3.764e-01, eta: 2 days, 11:31:39, time: 1.061, data_time: 0.002, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5656, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1108 2020-08-01 02:21:47,900 - mmaction - INFO - Epoch [41][120/940] lr: 3.764e-01, eta: 2 days, 11:31:18, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5461, loss_cls: 3.2453, loss: 3.2453, grad_norm: 1.1573 2020-08-01 02:22:08,648 - mmaction - INFO - Epoch [41][140/940] lr: 3.764e-01, eta: 2 days, 11:30:55, time: 1.037, data_time: 0.004, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5355, loss_cls: 3.3303, loss: 3.3303, grad_norm: 1.1461 2020-08-01 02:22:30,209 - mmaction - INFO - Epoch [41][160/940] lr: 3.764e-01, eta: 2 days, 11:30:36, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5455, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.1123 2020-08-01 02:22:52,313 - mmaction - INFO - Epoch [41][180/940] lr: 3.764e-01, eta: 2 days, 11:30:20, time: 1.105, data_time: 0.009, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5566, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.1360 2020-08-01 02:23:12,761 - mmaction - INFO - Epoch [41][200/940] lr: 3.764e-01, eta: 2 days, 11:29:55, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5516, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.1412 2020-08-01 02:23:33,520 - mmaction - INFO - Epoch [41][220/940] lr: 3.764e-01, eta: 2 days, 11:29:32, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5303, loss_cls: 3.3582, loss: 3.3582, grad_norm: 1.1252 2020-08-01 02:23:54,730 - mmaction - INFO - Epoch [41][240/940] lr: 3.764e-01, eta: 2 days, 11:29:12, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5480, loss_cls: 3.2641, loss: 3.2641, grad_norm: 1.1210 2020-08-01 02:24:15,928 - mmaction - INFO - Epoch [41][260/940] lr: 3.764e-01, eta: 2 days, 11:28:51, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5510, loss_cls: 3.2155, loss: 3.2155, grad_norm: 1.1040 2020-08-01 02:24:36,401 - mmaction - INFO - Epoch [41][280/940] lr: 3.764e-01, eta: 2 days, 11:28:26, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5453, loss_cls: 3.2867, loss: 3.2867, grad_norm: 1.1038 2020-08-01 02:24:57,219 - mmaction - INFO - Epoch [41][300/940] lr: 3.764e-01, eta: 2 days, 11:28:03, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5553, loss_cls: 3.2533, loss: 3.2533, grad_norm: 1.1366 2020-08-01 02:25:18,629 - mmaction - INFO - Epoch [41][320/940] lr: 3.764e-01, eta: 2 days, 11:27:44, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5426, loss_cls: 3.2802, loss: 3.2802, grad_norm: 1.1082 2020-08-01 02:25:39,935 - mmaction - INFO - Epoch [41][340/940] lr: 3.764e-01, eta: 2 days, 11:27:24, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5414, loss_cls: 3.2891, loss: 3.2891, grad_norm: 1.1130 2020-08-01 02:26:00,789 - mmaction - INFO - Epoch [41][360/940] lr: 3.764e-01, eta: 2 days, 11:27:01, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5494, loss_cls: 3.2708, loss: 3.2708, grad_norm: 1.1218 2020-08-01 02:26:21,401 - mmaction - INFO - Epoch [41][380/940] lr: 3.764e-01, eta: 2 days, 11:26:38, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5508, loss_cls: 3.2377, loss: 3.2377, grad_norm: 1.1217 2020-08-01 02:26:42,112 - mmaction - INFO - Epoch [41][400/940] lr: 3.764e-01, eta: 2 days, 11:26:14, time: 1.033, data_time: 0.003, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5424, loss_cls: 3.2783, loss: 3.2783, grad_norm: 1.1197 2020-08-01 02:27:03,525 - mmaction - INFO - Epoch [41][420/940] lr: 3.764e-01, eta: 2 days, 11:25:55, time: 1.072, data_time: 0.010, memory: 6199, top1_acc: 0.2873, top5_acc: 0.5477, loss_cls: 3.2686, loss: 3.2686, grad_norm: 1.1275 2020-08-01 02:27:23,760 - mmaction - INFO - Epoch [41][440/940] lr: 3.764e-01, eta: 2 days, 11:25:29, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5434, loss_cls: 3.2821, loss: 3.2821, grad_norm: 1.1180 2020-08-01 02:27:45,014 - mmaction - INFO - Epoch [41][460/940] lr: 3.764e-01, eta: 2 days, 11:25:08, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5406, loss_cls: 3.3012, loss: 3.3012, grad_norm: 1.0987 2020-08-01 02:28:06,566 - mmaction - INFO - Epoch [41][480/940] lr: 3.764e-01, eta: 2 days, 11:24:50, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5350, loss_cls: 3.3155, loss: 3.3155, grad_norm: 1.1163 2020-08-01 02:28:26,640 - mmaction - INFO - Epoch [41][500/940] lr: 3.764e-01, eta: 2 days, 11:24:23, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5361, loss_cls: 3.2976, loss: 3.2976, grad_norm: 1.1149 2020-08-01 02:28:49,025 - mmaction - INFO - Epoch [41][520/940] lr: 3.764e-01, eta: 2 days, 11:24:08, time: 1.116, data_time: 0.009, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5531, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.1011 2020-08-01 02:29:09,001 - mmaction - INFO - Epoch [41][540/940] lr: 3.764e-01, eta: 2 days, 11:23:41, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5582, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.1223 2020-08-01 02:29:29,427 - mmaction - INFO - Epoch [41][560/940] lr: 3.764e-01, eta: 2 days, 11:23:16, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5441, loss_cls: 3.2624, loss: 3.2624, grad_norm: 1.1329 2020-08-01 02:29:50,389 - mmaction - INFO - Epoch [41][580/940] lr: 3.764e-01, eta: 2 days, 11:22:55, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2848, top5_acc: 0.5434, loss_cls: 3.2966, loss: 3.2966, grad_norm: 1.1308 2020-08-01 02:30:10,612 - mmaction - INFO - Epoch [41][600/940] lr: 3.764e-01, eta: 2 days, 11:22:29, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5508, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.1100 2020-08-01 02:30:31,828 - mmaction - INFO - Epoch [41][620/940] lr: 3.764e-01, eta: 2 days, 11:22:08, time: 1.059, data_time: 0.002, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5459, loss_cls: 3.2723, loss: 3.2723, grad_norm: 1.1134 2020-08-01 02:30:53,549 - mmaction - INFO - Epoch [41][640/940] lr: 3.764e-01, eta: 2 days, 11:21:50, time: 1.087, data_time: 0.009, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5404, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.1133 2020-08-01 02:31:15,026 - mmaction - INFO - Epoch [41][660/940] lr: 3.764e-01, eta: 2 days, 11:21:31, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.2895, top5_acc: 0.5402, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.1116 2020-08-01 02:31:36,058 - mmaction - INFO - Epoch [41][680/940] lr: 3.764e-01, eta: 2 days, 11:21:10, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5484, loss_cls: 3.2537, loss: 3.2537, grad_norm: 1.1268 2020-08-01 02:31:57,850 - mmaction - INFO - Epoch [41][700/940] lr: 3.764e-01, eta: 2 days, 11:20:52, time: 1.089, data_time: 0.005, memory: 6199, top1_acc: 0.2961, top5_acc: 0.5389, loss_cls: 3.3027, loss: 3.3027, grad_norm: 1.1367 2020-08-01 02:32:18,683 - mmaction - INFO - Epoch [41][720/940] lr: 3.764e-01, eta: 2 days, 11:20:30, time: 1.043, data_time: 0.004, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5373, loss_cls: 3.3219, loss: 3.3219, grad_norm: 1.1192 2020-08-01 02:32:39,423 - mmaction - INFO - Epoch [41][740/940] lr: 3.764e-01, eta: 2 days, 11:20:06, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5480, loss_cls: 3.2763, loss: 3.2763, grad_norm: 1.1153 2020-08-01 02:33:01,314 - mmaction - INFO - Epoch [41][760/940] lr: 3.764e-01, eta: 2 days, 11:19:49, time: 1.096, data_time: 0.007, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5381, loss_cls: 3.2954, loss: 3.2954, grad_norm: 1.1276 2020-08-01 02:33:21,315 - mmaction - INFO - Epoch [41][780/940] lr: 3.764e-01, eta: 2 days, 11:19:22, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5488, loss_cls: 3.2464, loss: 3.2464, grad_norm: 1.1169 2020-08-01 02:33:42,855 - mmaction - INFO - Epoch [41][800/940] lr: 3.764e-01, eta: 2 days, 11:19:03, time: 1.075, data_time: 0.004, memory: 6199, top1_acc: 0.2844, top5_acc: 0.5404, loss_cls: 3.2946, loss: 3.2946, grad_norm: 1.1166 2020-08-01 02:34:03,749 - mmaction - INFO - Epoch [41][820/940] lr: 3.764e-01, eta: 2 days, 11:18:41, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5359, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.1079 2020-08-01 02:34:24,383 - mmaction - INFO - Epoch [41][840/940] lr: 3.764e-01, eta: 2 days, 11:18:17, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5406, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.1012 2020-08-01 02:34:44,872 - mmaction - INFO - Epoch [41][860/940] lr: 3.764e-01, eta: 2 days, 11:17:53, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5521, loss_cls: 3.2600, loss: 3.2600, grad_norm: 1.1189 2020-08-01 02:35:05,986 - mmaction - INFO - Epoch [41][880/940] lr: 3.764e-01, eta: 2 days, 11:17:32, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5467, loss_cls: 3.2636, loss: 3.2636, grad_norm: 1.1188 2020-08-01 02:35:25,847 - mmaction - INFO - Epoch [41][900/940] lr: 3.764e-01, eta: 2 days, 11:17:04, time: 0.992, data_time: 0.002, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5471, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.1184 2020-08-01 02:35:46,028 - mmaction - INFO - Epoch [41][920/940] lr: 3.764e-01, eta: 2 days, 11:16:38, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5465, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.1403 2020-08-01 02:36:04,775 - mmaction - INFO - Epoch [41][940/940] lr: 3.764e-01, eta: 2 days, 11:16:04, time: 0.940, data_time: 0.008, memory: 6199, top1_acc: 0.2944, top5_acc: 0.5410, loss_cls: 3.2887, loss: 3.2887, grad_norm: 1.1159 2020-08-01 02:36:35,677 - mmaction - INFO - Epoch [42][20/940] lr: 3.752e-01, eta: 2 days, 11:16:32, time: 1.525, data_time: 0.428, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5596, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.1110 2020-08-01 02:36:55,278 - mmaction - INFO - Epoch [42][40/940] lr: 3.752e-01, eta: 2 days, 11:16:03, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5586, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.1210 2020-08-01 02:37:15,181 - mmaction - INFO - Epoch [42][60/940] lr: 3.752e-01, eta: 2 days, 11:15:36, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5654, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1372 2020-08-01 02:37:35,576 - mmaction - INFO - Epoch [42][80/940] lr: 3.752e-01, eta: 2 days, 11:15:11, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2706, loss: 3.2706, grad_norm: 1.1132 2020-08-01 02:37:56,531 - mmaction - INFO - Epoch [42][100/940] lr: 3.752e-01, eta: 2 days, 11:14:49, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5354, loss_cls: 3.2949, loss: 3.2949, grad_norm: 1.1352 2020-08-01 02:38:17,304 - mmaction - INFO - Epoch [42][120/940] lr: 3.752e-01, eta: 2 days, 11:14:26, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5475, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.1089 2020-08-01 02:38:38,436 - mmaction - INFO - Epoch [42][140/940] lr: 3.752e-01, eta: 2 days, 11:14:05, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5367, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.1270 2020-08-01 02:38:59,509 - mmaction - INFO - Epoch [42][160/940] lr: 3.752e-01, eta: 2 days, 11:13:44, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5414, loss_cls: 3.2777, loss: 3.2777, grad_norm: 1.1403 2020-08-01 02:39:20,793 - mmaction - INFO - Epoch [42][180/940] lr: 3.752e-01, eta: 2 days, 11:13:23, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5504, loss_cls: 3.2780, loss: 3.2780, grad_norm: 1.1177 2020-08-01 02:39:41,007 - mmaction - INFO - Epoch [42][200/940] lr: 3.752e-01, eta: 2 days, 11:12:58, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5492, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.1371 2020-08-01 02:40:01,888 - mmaction - INFO - Epoch [42][220/940] lr: 3.752e-01, eta: 2 days, 11:12:35, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5475, loss_cls: 3.2737, loss: 3.2737, grad_norm: 1.1283 2020-08-01 02:40:23,876 - mmaction - INFO - Epoch [42][240/940] lr: 3.752e-01, eta: 2 days, 11:12:19, time: 1.102, data_time: 0.010, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5479, loss_cls: 3.2559, loss: 3.2559, grad_norm: 1.1286 2020-08-01 02:40:44,585 - mmaction - INFO - Epoch [42][260/940] lr: 3.752e-01, eta: 2 days, 11:11:56, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5488, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.1284 2020-08-01 02:41:05,664 - mmaction - INFO - Epoch [42][280/940] lr: 3.752e-01, eta: 2 days, 11:11:34, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2967, top5_acc: 0.5553, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1289 2020-08-01 02:41:26,620 - mmaction - INFO - Epoch [42][300/940] lr: 3.752e-01, eta: 2 days, 11:11:12, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5584, loss_cls: 3.2584, loss: 3.2584, grad_norm: 1.1052 2020-08-01 02:41:47,334 - mmaction - INFO - Epoch [42][320/940] lr: 3.752e-01, eta: 2 days, 11:10:49, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5408, loss_cls: 3.2883, loss: 3.2883, grad_norm: 1.1258 2020-08-01 02:42:08,215 - mmaction - INFO - Epoch [42][340/940] lr: 3.752e-01, eta: 2 days, 11:10:27, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.2928, top5_acc: 0.5488, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.1172 2020-08-01 02:42:29,992 - mmaction - INFO - Epoch [42][360/940] lr: 3.752e-01, eta: 2 days, 11:10:09, time: 1.089, data_time: 0.003, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5578, loss_cls: 3.2279, loss: 3.2279, grad_norm: 1.1180 2020-08-01 02:42:51,680 - mmaction - INFO - Epoch [42][380/940] lr: 3.752e-01, eta: 2 days, 11:09:51, time: 1.083, data_time: 0.005, memory: 6199, top1_acc: 0.2863, top5_acc: 0.5363, loss_cls: 3.3208, loss: 3.3208, grad_norm: 1.1178 2020-08-01 02:43:12,953 - mmaction - INFO - Epoch [42][400/940] lr: 3.752e-01, eta: 2 days, 11:09:30, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5408, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.1269 2020-08-01 02:43:33,684 - mmaction - INFO - Epoch [42][420/940] lr: 3.752e-01, eta: 2 days, 11:09:07, time: 1.035, data_time: 0.010, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5383, loss_cls: 3.2815, loss: 3.2815, grad_norm: 1.1128 2020-08-01 02:43:55,027 - mmaction - INFO - Epoch [42][440/940] lr: 3.752e-01, eta: 2 days, 11:08:47, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5461, loss_cls: 3.2851, loss: 3.2851, grad_norm: 1.0989 2020-08-01 02:44:16,279 - mmaction - INFO - Epoch [42][460/940] lr: 3.752e-01, eta: 2 days, 11:08:27, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5471, loss_cls: 3.2733, loss: 3.2733, grad_norm: 1.0872 2020-08-01 02:44:38,058 - mmaction - INFO - Epoch [42][480/940] lr: 3.752e-01, eta: 2 days, 11:08:09, time: 1.086, data_time: 0.004, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5504, loss_cls: 3.2774, loss: 3.2774, grad_norm: 1.1389 2020-08-01 02:44:58,478 - mmaction - INFO - Epoch [42][500/940] lr: 3.752e-01, eta: 2 days, 11:07:44, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5486, loss_cls: 3.2842, loss: 3.2842, grad_norm: 1.1147 2020-08-01 02:45:19,748 - mmaction - INFO - Epoch [42][520/940] lr: 3.752e-01, eta: 2 days, 11:07:24, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5402, loss_cls: 3.2700, loss: 3.2700, grad_norm: 1.1186 2020-08-01 02:45:41,383 - mmaction - INFO - Epoch [42][540/940] lr: 3.752e-01, eta: 2 days, 11:07:06, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.2854, top5_acc: 0.5379, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.1379 2020-08-01 02:46:02,375 - mmaction - INFO - Epoch [42][560/940] lr: 3.752e-01, eta: 2 days, 11:06:44, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2979, top5_acc: 0.5406, loss_cls: 3.2973, loss: 3.2973, grad_norm: 1.1228 2020-08-01 02:46:23,650 - mmaction - INFO - Epoch [42][580/940] lr: 3.752e-01, eta: 2 days, 11:06:24, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5494, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1126 2020-08-01 02:46:44,769 - mmaction - INFO - Epoch [42][600/940] lr: 3.752e-01, eta: 2 days, 11:06:02, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5520, loss_cls: 3.2245, loss: 3.2245, grad_norm: 1.1271 2020-08-01 02:47:05,723 - mmaction - INFO - Epoch [42][620/940] lr: 3.752e-01, eta: 2 days, 11:05:41, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5449, loss_cls: 3.2724, loss: 3.2724, grad_norm: 1.1178 2020-08-01 02:47:26,532 - mmaction - INFO - Epoch [42][640/940] lr: 3.752e-01, eta: 2 days, 11:05:17, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5551, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.1326 2020-08-01 02:47:47,758 - mmaction - INFO - Epoch [42][660/940] lr: 3.752e-01, eta: 2 days, 11:04:57, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5598, loss_cls: 3.2197, loss: 3.2197, grad_norm: 1.1277 2020-08-01 02:48:09,723 - mmaction - INFO - Epoch [42][680/940] lr: 3.752e-01, eta: 2 days, 11:04:40, time: 1.098, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5465, loss_cls: 3.2604, loss: 3.2604, grad_norm: 1.1182 2020-08-01 02:48:30,620 - mmaction - INFO - Epoch [42][700/940] lr: 3.752e-01, eta: 2 days, 11:04:18, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5445, loss_cls: 3.2483, loss: 3.2483, grad_norm: 1.1147 2020-08-01 02:48:52,340 - mmaction - INFO - Epoch [42][720/940] lr: 3.752e-01, eta: 2 days, 11:04:00, time: 1.085, data_time: 0.006, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5455, loss_cls: 3.2543, loss: 3.2543, grad_norm: 1.1206 2020-08-01 02:49:12,108 - mmaction - INFO - Epoch [42][740/940] lr: 3.752e-01, eta: 2 days, 11:03:32, time: 0.990, data_time: 0.005, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5371, loss_cls: 3.2991, loss: 3.2991, grad_norm: 1.1346 2020-08-01 02:49:33,430 - mmaction - INFO - Epoch [42][760/940] lr: 3.752e-01, eta: 2 days, 11:03:12, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5357, loss_cls: 3.3073, loss: 3.3073, grad_norm: 1.1232 2020-08-01 02:49:54,449 - mmaction - INFO - Epoch [42][780/940] lr: 3.752e-01, eta: 2 days, 11:02:51, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5473, loss_cls: 3.2864, loss: 3.2864, grad_norm: 1.1186 2020-08-01 02:50:14,602 - mmaction - INFO - Epoch [42][800/940] lr: 3.752e-01, eta: 2 days, 11:02:24, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.2887, top5_acc: 0.5332, loss_cls: 3.3285, loss: 3.3285, grad_norm: 1.1321 2020-08-01 02:50:35,639 - mmaction - INFO - Epoch [42][820/940] lr: 3.752e-01, eta: 2 days, 11:02:03, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.2914, top5_acc: 0.5457, loss_cls: 3.2804, loss: 3.2804, grad_norm: 1.1096 2020-08-01 02:50:57,357 - mmaction - INFO - Epoch [42][840/940] lr: 3.752e-01, eta: 2 days, 11:01:45, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5600, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.1225 2020-08-01 02:51:17,921 - mmaction - INFO - Epoch [42][860/940] lr: 3.752e-01, eta: 2 days, 11:01:21, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.2889, top5_acc: 0.5436, loss_cls: 3.2932, loss: 3.2932, grad_norm: 1.1453 2020-08-01 02:51:39,238 - mmaction - INFO - Epoch [42][880/940] lr: 3.752e-01, eta: 2 days, 11:01:01, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5594, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.1161 2020-08-01 02:52:00,501 - mmaction - INFO - Epoch [42][900/940] lr: 3.752e-01, eta: 2 days, 11:00:40, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5457, loss_cls: 3.3040, loss: 3.3040, grad_norm: 1.1244 2020-08-01 02:52:21,978 - mmaction - INFO - Epoch [42][920/940] lr: 3.752e-01, eta: 2 days, 11:00:21, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5486, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.1207 2020-08-01 02:52:40,964 - mmaction - INFO - Epoch [42][940/940] lr: 3.752e-01, eta: 2 days, 10:59:49, time: 0.950, data_time: 0.010, memory: 6199, top1_acc: 0.2985, top5_acc: 0.5578, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.1561 2020-08-01 02:53:11,314 - mmaction - INFO - Epoch [43][20/940] lr: 3.740e-01, eta: 2 days, 11:00:13, time: 1.495, data_time: 0.498, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5564, loss_cls: 3.2137, loss: 3.2137, grad_norm: 1.1329 2020-08-01 02:53:32,509 - mmaction - INFO - Epoch [43][40/940] lr: 3.740e-01, eta: 2 days, 10:59:52, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5559, loss_cls: 3.2247, loss: 3.2247, grad_norm: 1.1232 2020-08-01 02:53:53,549 - mmaction - INFO - Epoch [43][60/940] lr: 3.740e-01, eta: 2 days, 10:59:31, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5502, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.1376 2020-08-01 02:54:13,238 - mmaction - INFO - Epoch [43][80/940] lr: 3.740e-01, eta: 2 days, 10:59:02, time: 0.983, data_time: 0.007, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5477, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1118 2020-08-01 02:54:35,470 - mmaction - INFO - Epoch [43][100/940] lr: 3.740e-01, eta: 2 days, 10:58:46, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5455, loss_cls: 3.2806, loss: 3.2806, grad_norm: 1.1155 2020-08-01 02:54:55,550 - mmaction - INFO - Epoch [43][120/940] lr: 3.740e-01, eta: 2 days, 10:58:20, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.2986, top5_acc: 0.5441, loss_cls: 3.2604, loss: 3.2604, grad_norm: 1.1141 2020-08-01 02:55:15,963 - mmaction - INFO - Epoch [43][140/940] lr: 3.740e-01, eta: 2 days, 10:57:55, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5477, loss_cls: 3.2661, loss: 3.2661, grad_norm: 1.1212 2020-08-01 02:55:36,217 - mmaction - INFO - Epoch [43][160/940] lr: 3.740e-01, eta: 2 days, 10:57:30, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5549, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1185 2020-08-01 02:55:57,719 - mmaction - INFO - Epoch [43][180/940] lr: 3.740e-01, eta: 2 days, 10:57:11, time: 1.079, data_time: 0.009, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5523, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.1594 2020-08-01 02:56:18,431 - mmaction - INFO - Epoch [43][200/940] lr: 3.740e-01, eta: 2 days, 10:56:48, time: 1.034, data_time: 0.002, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5371, loss_cls: 3.2935, loss: 3.2935, grad_norm: 1.1410 2020-08-01 02:56:39,809 - mmaction - INFO - Epoch [43][220/940] lr: 3.740e-01, eta: 2 days, 10:56:28, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5389, loss_cls: 3.2839, loss: 3.2839, grad_norm: 1.1248 2020-08-01 02:57:01,138 - mmaction - INFO - Epoch [43][240/940] lr: 3.740e-01, eta: 2 days, 10:56:08, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2822, top5_acc: 0.5271, loss_cls: 3.3435, loss: 3.3435, grad_norm: 1.1429 2020-08-01 02:57:21,897 - mmaction - INFO - Epoch [43][260/940] lr: 3.740e-01, eta: 2 days, 10:55:45, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5531, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.0975 2020-08-01 02:57:43,152 - mmaction - INFO - Epoch [43][280/940] lr: 3.740e-01, eta: 2 days, 10:55:24, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5480, loss_cls: 3.2196, loss: 3.2196, grad_norm: 1.1359 2020-08-01 02:58:04,360 - mmaction - INFO - Epoch [43][300/940] lr: 3.740e-01, eta: 2 days, 10:55:03, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5531, loss_cls: 3.2586, loss: 3.2586, grad_norm: 1.1194 2020-08-01 02:58:24,386 - mmaction - INFO - Epoch [43][320/940] lr: 3.740e-01, eta: 2 days, 10:54:37, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5350, loss_cls: 3.3003, loss: 3.3003, grad_norm: 1.1188 2020-08-01 02:58:46,254 - mmaction - INFO - Epoch [43][340/940] lr: 3.740e-01, eta: 2 days, 10:54:20, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5328, loss_cls: 3.3070, loss: 3.3070, grad_norm: 1.1239 2020-08-01 02:59:07,592 - mmaction - INFO - Epoch [43][360/940] lr: 3.740e-01, eta: 2 days, 10:54:00, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5441, loss_cls: 3.2542, loss: 3.2542, grad_norm: 1.1222 2020-08-01 02:59:29,624 - mmaction - INFO - Epoch [43][380/940] lr: 3.740e-01, eta: 2 days, 10:53:43, time: 1.099, data_time: 0.009, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5408, loss_cls: 3.3092, loss: 3.3092, grad_norm: 1.1077 2020-08-01 02:59:51,221 - mmaction - INFO - Epoch [43][400/940] lr: 3.740e-01, eta: 2 days, 10:53:24, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5527, loss_cls: 3.2362, loss: 3.2362, grad_norm: 1.1346 2020-08-01 03:00:16,218 - mmaction - INFO - Epoch [43][420/940] lr: 3.740e-01, eta: 2 days, 10:53:22, time: 1.240, data_time: 0.009, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5479, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.1253 2020-08-01 03:00:36,677 - mmaction - INFO - Epoch [43][440/940] lr: 3.740e-01, eta: 2 days, 10:52:58, time: 1.032, data_time: 0.024, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5354, loss_cls: 3.2979, loss: 3.2979, grad_norm: 1.1190 2020-08-01 03:00:57,983 - mmaction - INFO - Epoch [43][460/940] lr: 3.740e-01, eta: 2 days, 10:52:38, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5355, loss_cls: 3.2992, loss: 3.2992, grad_norm: 1.1114 2020-08-01 03:01:19,279 - mmaction - INFO - Epoch [43][480/940] lr: 3.740e-01, eta: 2 days, 10:52:18, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5480, loss_cls: 3.2571, loss: 3.2571, grad_norm: 1.1152 2020-08-01 03:01:39,792 - mmaction - INFO - Epoch [43][500/940] lr: 3.740e-01, eta: 2 days, 10:51:54, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2836, top5_acc: 0.5330, loss_cls: 3.3202, loss: 3.3202, grad_norm: 1.1139 2020-08-01 03:02:01,299 - mmaction - INFO - Epoch [43][520/940] lr: 3.740e-01, eta: 2 days, 10:51:34, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5463, loss_cls: 3.2405, loss: 3.2405, grad_norm: 1.1200 2020-08-01 03:02:22,509 - mmaction - INFO - Epoch [43][540/940] lr: 3.740e-01, eta: 2 days, 10:51:14, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5482, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.1384 2020-08-01 03:02:42,425 - mmaction - INFO - Epoch [43][560/940] lr: 3.740e-01, eta: 2 days, 10:50:47, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5426, loss_cls: 3.2933, loss: 3.2933, grad_norm: 1.1079 2020-08-01 03:03:03,272 - mmaction - INFO - Epoch [43][580/940] lr: 3.740e-01, eta: 2 days, 10:50:24, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5416, loss_cls: 3.2714, loss: 3.2714, grad_norm: 1.1228 2020-08-01 03:03:24,458 - mmaction - INFO - Epoch [43][600/940] lr: 3.740e-01, eta: 2 days, 10:50:03, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5520, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1275 2020-08-01 03:03:45,012 - mmaction - INFO - Epoch [43][620/940] lr: 3.740e-01, eta: 2 days, 10:49:39, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5373, loss_cls: 3.2673, loss: 3.2673, grad_norm: 1.0975 2020-08-01 03:04:05,820 - mmaction - INFO - Epoch [43][640/940] lr: 3.740e-01, eta: 2 days, 10:49:17, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5418, loss_cls: 3.2882, loss: 3.2882, grad_norm: 1.1233 2020-08-01 03:04:26,553 - mmaction - INFO - Epoch [43][660/940] lr: 3.740e-01, eta: 2 days, 10:48:53, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5512, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.1199 2020-08-01 03:04:47,818 - mmaction - INFO - Epoch [43][680/940] lr: 3.740e-01, eta: 2 days, 10:48:33, time: 1.066, data_time: 0.009, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5576, loss_cls: 3.2496, loss: 3.2496, grad_norm: 1.1027 2020-08-01 03:05:08,945 - mmaction - INFO - Epoch [43][700/940] lr: 3.740e-01, eta: 2 days, 10:48:12, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5535, loss_cls: 3.2205, loss: 3.2205, grad_norm: 1.1172 2020-08-01 03:05:30,558 - mmaction - INFO - Epoch [43][720/940] lr: 3.740e-01, eta: 2 days, 10:47:54, time: 1.081, data_time: 0.003, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5496, loss_cls: 3.2462, loss: 3.2462, grad_norm: 1.1425 2020-08-01 03:05:50,862 - mmaction - INFO - Epoch [43][740/940] lr: 3.740e-01, eta: 2 days, 10:47:28, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.2787, top5_acc: 0.5428, loss_cls: 3.3164, loss: 3.3164, grad_norm: 1.1267 2020-08-01 03:06:12,184 - mmaction - INFO - Epoch [43][760/940] lr: 3.740e-01, eta: 2 days, 10:47:08, time: 1.067, data_time: 0.011, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5531, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.1122 2020-08-01 03:06:33,047 - mmaction - INFO - Epoch [43][780/940] lr: 3.740e-01, eta: 2 days, 10:46:46, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5475, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.1191 2020-08-01 03:06:54,288 - mmaction - INFO - Epoch [43][800/940] lr: 3.740e-01, eta: 2 days, 10:46:25, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5557, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.1167 2020-08-01 03:07:15,809 - mmaction - INFO - Epoch [43][820/940] lr: 3.740e-01, eta: 2 days, 10:46:06, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5379, loss_cls: 3.2773, loss: 3.2773, grad_norm: 1.1156 2020-08-01 03:07:35,784 - mmaction - INFO - Epoch [43][840/940] lr: 3.740e-01, eta: 2 days, 10:45:39, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5521, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1335 2020-08-01 03:07:56,667 - mmaction - INFO - Epoch [43][860/940] lr: 3.740e-01, eta: 2 days, 10:45:17, time: 1.044, data_time: 0.003, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5494, loss_cls: 3.2542, loss: 3.2542, grad_norm: 1.1328 2020-08-01 03:08:17,916 - mmaction - INFO - Epoch [43][880/940] lr: 3.740e-01, eta: 2 days, 10:44:56, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5486, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.1333 2020-08-01 03:08:39,123 - mmaction - INFO - Epoch [43][900/940] lr: 3.740e-01, eta: 2 days, 10:44:36, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5465, loss_cls: 3.2272, loss: 3.2272, grad_norm: 1.1229 2020-08-01 03:08:59,418 - mmaction - INFO - Epoch [43][920/940] lr: 3.740e-01, eta: 2 days, 10:44:11, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5510, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1286 2020-08-01 03:09:19,149 - mmaction - INFO - Epoch [43][940/940] lr: 3.740e-01, eta: 2 days, 10:43:43, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.2723, top5_acc: 0.5351, loss_cls: 3.3459, loss: 3.3459, grad_norm: 1.1333 2020-08-01 03:09:52,808 - mmaction - INFO - Epoch [44][20/940] lr: 3.728e-01, eta: 2 days, 10:44:21, time: 1.654, data_time: 0.616, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5496, loss_cls: 3.2488, loss: 3.2488, grad_norm: 1.1442 2020-08-01 03:10:13,318 - mmaction - INFO - Epoch [44][40/940] lr: 3.728e-01, eta: 2 days, 10:43:57, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5457, loss_cls: 3.2469, loss: 3.2469, grad_norm: 1.1335 2020-08-01 03:10:33,322 - mmaction - INFO - Epoch [44][60/940] lr: 3.728e-01, eta: 2 days, 10:43:30, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5563, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.1238 2020-08-01 03:10:54,129 - mmaction - INFO - Epoch [44][80/940] lr: 3.728e-01, eta: 2 days, 10:43:08, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5537, loss_cls: 3.2293, loss: 3.2293, grad_norm: 1.1040 2020-08-01 03:11:14,746 - mmaction - INFO - Epoch [44][100/940] lr: 3.728e-01, eta: 2 days, 10:42:44, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5555, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1200 2020-08-01 03:11:35,599 - mmaction - INFO - Epoch [44][120/940] lr: 3.728e-01, eta: 2 days, 10:42:22, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5680, loss_cls: 3.2141, loss: 3.2141, grad_norm: 1.1394 2020-08-01 03:11:56,464 - mmaction - INFO - Epoch [44][140/940] lr: 3.728e-01, eta: 2 days, 10:41:59, time: 1.043, data_time: 0.002, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5568, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1522 2020-08-01 03:12:16,874 - mmaction - INFO - Epoch [44][160/940] lr: 3.728e-01, eta: 2 days, 10:41:34, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5535, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.1141 2020-08-01 03:12:38,454 - mmaction - INFO - Epoch [44][180/940] lr: 3.728e-01, eta: 2 days, 10:41:16, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5488, loss_cls: 3.2535, loss: 3.2535, grad_norm: 1.1120 2020-08-01 03:13:00,020 - mmaction - INFO - Epoch [44][200/940] lr: 3.728e-01, eta: 2 days, 10:40:57, time: 1.077, data_time: 0.001, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5598, loss_cls: 3.1937, loss: 3.1937, grad_norm: 1.1325 2020-08-01 03:13:20,283 - mmaction - INFO - Epoch [44][220/940] lr: 3.728e-01, eta: 2 days, 10:40:31, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5596, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.1389 2020-08-01 03:13:41,080 - mmaction - INFO - Epoch [44][240/940] lr: 3.728e-01, eta: 2 days, 10:40:09, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5521, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1207 2020-08-01 03:14:00,889 - mmaction - INFO - Epoch [44][260/940] lr: 3.728e-01, eta: 2 days, 10:39:41, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5596, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1424 2020-08-01 03:14:22,655 - mmaction - INFO - Epoch [44][280/940] lr: 3.728e-01, eta: 2 days, 10:39:23, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5521, loss_cls: 3.2508, loss: 3.2508, grad_norm: 1.1323 2020-08-01 03:14:43,990 - mmaction - INFO - Epoch [44][300/940] lr: 3.728e-01, eta: 2 days, 10:39:03, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5465, loss_cls: 3.2887, loss: 3.2887, grad_norm: 1.1531 2020-08-01 03:15:04,990 - mmaction - INFO - Epoch [44][320/940] lr: 3.728e-01, eta: 2 days, 10:38:41, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5479, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1018 2020-08-01 03:15:25,653 - mmaction - INFO - Epoch [44][340/940] lr: 3.728e-01, eta: 2 days, 10:38:18, time: 1.033, data_time: 0.003, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5576, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1318 2020-08-01 03:15:46,610 - mmaction - INFO - Epoch [44][360/940] lr: 3.728e-01, eta: 2 days, 10:37:56, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5475, loss_cls: 3.2366, loss: 3.2366, grad_norm: 1.1316 2020-08-01 03:16:07,515 - mmaction - INFO - Epoch [44][380/940] lr: 3.728e-01, eta: 2 days, 10:37:34, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5344, loss_cls: 3.2874, loss: 3.2874, grad_norm: 1.1249 2020-08-01 03:16:28,631 - mmaction - INFO - Epoch [44][400/940] lr: 3.728e-01, eta: 2 days, 10:37:13, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5437, loss_cls: 3.2529, loss: 3.2529, grad_norm: 1.1072 2020-08-01 03:16:50,194 - mmaction - INFO - Epoch [44][420/940] lr: 3.728e-01, eta: 2 days, 10:36:54, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5512, loss_cls: 3.2615, loss: 3.2615, grad_norm: 1.1232 2020-08-01 03:17:11,584 - mmaction - INFO - Epoch [44][440/940] lr: 3.728e-01, eta: 2 days, 10:36:34, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5340, loss_cls: 3.3024, loss: 3.3024, grad_norm: 1.1130 2020-08-01 03:17:31,731 - mmaction - INFO - Epoch [44][460/940] lr: 3.728e-01, eta: 2 days, 10:36:08, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5412, loss_cls: 3.3102, loss: 3.3102, grad_norm: 1.1193 2020-08-01 03:17:52,414 - mmaction - INFO - Epoch [44][480/940] lr: 3.728e-01, eta: 2 days, 10:35:45, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5496, loss_cls: 3.2591, loss: 3.2591, grad_norm: 1.1071 2020-08-01 03:18:12,883 - mmaction - INFO - Epoch [44][500/940] lr: 3.728e-01, eta: 2 days, 10:35:20, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5449, loss_cls: 3.2863, loss: 3.2863, grad_norm: 1.1217 2020-08-01 03:18:33,998 - mmaction - INFO - Epoch [44][520/940] lr: 3.728e-01, eta: 2 days, 10:34:59, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5486, loss_cls: 3.2691, loss: 3.2691, grad_norm: 1.1285 2020-08-01 03:18:54,583 - mmaction - INFO - Epoch [44][540/940] lr: 3.728e-01, eta: 2 days, 10:34:35, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5537, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.1160 2020-08-01 03:19:16,477 - mmaction - INFO - Epoch [44][560/940] lr: 3.728e-01, eta: 2 days, 10:34:18, time: 1.097, data_time: 0.007, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5393, loss_cls: 3.3181, loss: 3.3181, grad_norm: 1.1306 2020-08-01 03:19:37,427 - mmaction - INFO - Epoch [44][580/940] lr: 3.728e-01, eta: 2 days, 10:33:56, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5508, loss_cls: 3.2609, loss: 3.2609, grad_norm: 1.1142 2020-08-01 03:19:58,739 - mmaction - INFO - Epoch [44][600/940] lr: 3.728e-01, eta: 2 days, 10:33:36, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5436, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.1254 2020-08-01 03:20:19,581 - mmaction - INFO - Epoch [44][620/940] lr: 3.728e-01, eta: 2 days, 10:33:13, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.2967, top5_acc: 0.5551, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1294 2020-08-01 03:20:41,341 - mmaction - INFO - Epoch [44][640/940] lr: 3.728e-01, eta: 2 days, 10:32:55, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5510, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.1401 2020-08-01 03:21:03,474 - mmaction - INFO - Epoch [44][660/940] lr: 3.728e-01, eta: 2 days, 10:32:39, time: 1.107, data_time: 0.009, memory: 6199, top1_acc: 0.2811, top5_acc: 0.5285, loss_cls: 3.3621, loss: 3.3621, grad_norm: 1.1158 2020-08-01 03:21:24,179 - mmaction - INFO - Epoch [44][680/940] lr: 3.728e-01, eta: 2 days, 10:32:16, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.2869, top5_acc: 0.5471, loss_cls: 3.2500, loss: 3.2500, grad_norm: 1.1253 2020-08-01 03:21:45,978 - mmaction - INFO - Epoch [44][700/940] lr: 3.728e-01, eta: 2 days, 10:31:58, time: 1.087, data_time: 0.005, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5463, loss_cls: 3.2398, loss: 3.2398, grad_norm: 1.1220 2020-08-01 03:22:06,807 - mmaction - INFO - Epoch [44][720/940] lr: 3.728e-01, eta: 2 days, 10:31:36, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5424, loss_cls: 3.2969, loss: 3.2969, grad_norm: 1.1163 2020-08-01 03:22:27,225 - mmaction - INFO - Epoch [44][740/940] lr: 3.728e-01, eta: 2 days, 10:31:11, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5543, loss_cls: 3.2316, loss: 3.2316, grad_norm: 1.1204 2020-08-01 03:22:48,233 - mmaction - INFO - Epoch [44][760/940] lr: 3.728e-01, eta: 2 days, 10:30:50, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.2908, top5_acc: 0.5514, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.1379 2020-08-01 03:23:09,818 - mmaction - INFO - Epoch [44][780/940] lr: 3.728e-01, eta: 2 days, 10:30:31, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5334, loss_cls: 3.3004, loss: 3.3004, grad_norm: 1.1453 2020-08-01 03:23:31,110 - mmaction - INFO - Epoch [44][800/940] lr: 3.728e-01, eta: 2 days, 10:30:10, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5404, loss_cls: 3.2725, loss: 3.2725, grad_norm: 1.1114 2020-08-01 03:23:51,831 - mmaction - INFO - Epoch [44][820/940] lr: 3.728e-01, eta: 2 days, 10:29:47, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5459, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.1241 2020-08-01 03:24:12,575 - mmaction - INFO - Epoch [44][840/940] lr: 3.728e-01, eta: 2 days, 10:29:24, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5654, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1353 2020-08-01 03:24:33,233 - mmaction - INFO - Epoch [44][860/940] lr: 3.728e-01, eta: 2 days, 10:29:01, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5416, loss_cls: 3.2906, loss: 3.2906, grad_norm: 1.1140 2020-08-01 03:24:54,915 - mmaction - INFO - Epoch [44][880/940] lr: 3.728e-01, eta: 2 days, 10:28:43, time: 1.085, data_time: 0.009, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5369, loss_cls: 3.2794, loss: 3.2794, grad_norm: 1.1293 2020-08-01 03:25:15,874 - mmaction - INFO - Epoch [44][900/940] lr: 3.728e-01, eta: 2 days, 10:28:21, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5559, loss_cls: 3.2148, loss: 3.2148, grad_norm: 1.1271 2020-08-01 03:25:37,103 - mmaction - INFO - Epoch [44][920/940] lr: 3.728e-01, eta: 2 days, 10:28:00, time: 1.063, data_time: 0.011, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5430, loss_cls: 3.2858, loss: 3.2858, grad_norm: 1.1344 2020-08-01 03:25:57,192 - mmaction - INFO - Epoch [44][940/940] lr: 3.728e-01, eta: 2 days, 10:27:34, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.3015, top5_acc: 0.5438, loss_cls: 3.2718, loss: 3.2718, grad_norm: 1.1194 2020-08-01 03:25:57,470 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-08-01 03:26:28,128 - mmaction - INFO - Epoch [45][20/940] lr: 3.715e-01, eta: 2 days, 10:27:46, time: 1.407, data_time: 0.410, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5533, loss_cls: 3.2488, loss: 3.2488, grad_norm: 1.1187 2020-08-01 03:26:48,076 - mmaction - INFO - Epoch [45][40/940] lr: 3.715e-01, eta: 2 days, 10:27:19, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5512, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.1424 2020-08-01 03:27:09,118 - mmaction - INFO - Epoch [45][60/940] lr: 3.715e-01, eta: 2 days, 10:26:58, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3027, top5_acc: 0.5498, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1383 2020-08-01 03:27:30,465 - mmaction - INFO - Epoch [45][80/940] lr: 3.715e-01, eta: 2 days, 10:26:38, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5543, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1139 2020-08-01 03:27:51,814 - mmaction - INFO - Epoch [45][100/940] lr: 3.715e-01, eta: 2 days, 10:26:18, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5500, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.1294 2020-08-01 03:28:12,173 - mmaction - INFO - Epoch [45][120/940] lr: 3.715e-01, eta: 2 days, 10:25:53, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5541, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1277 2020-08-01 03:28:33,316 - mmaction - INFO - Epoch [45][140/940] lr: 3.715e-01, eta: 2 days, 10:25:32, time: 1.057, data_time: 0.011, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5582, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1134 2020-08-01 03:28:53,945 - mmaction - INFO - Epoch [45][160/940] lr: 3.715e-01, eta: 2 days, 10:25:09, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5500, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.1272 2020-08-01 03:29:15,048 - mmaction - INFO - Epoch [45][180/940] lr: 3.715e-01, eta: 2 days, 10:24:47, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5490, loss_cls: 3.2675, loss: 3.2675, grad_norm: 1.1371 2020-08-01 03:29:36,608 - mmaction - INFO - Epoch [45][200/940] lr: 3.715e-01, eta: 2 days, 10:24:28, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5555, loss_cls: 3.2497, loss: 3.2497, grad_norm: 1.1119 2020-08-01 03:29:56,943 - mmaction - INFO - Epoch [45][220/940] lr: 3.715e-01, eta: 2 days, 10:24:03, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5416, loss_cls: 3.2956, loss: 3.2956, grad_norm: 1.1213 2020-08-01 03:30:18,312 - mmaction - INFO - Epoch [45][240/940] lr: 3.715e-01, eta: 2 days, 10:23:44, time: 1.070, data_time: 0.009, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5414, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.1353 2020-08-01 03:30:39,027 - mmaction - INFO - Epoch [45][260/940] lr: 3.715e-01, eta: 2 days, 10:23:20, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5404, loss_cls: 3.2934, loss: 3.2934, grad_norm: 1.1209 2020-08-01 03:30:59,740 - mmaction - INFO - Epoch [45][280/940] lr: 3.715e-01, eta: 2 days, 10:22:57, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5557, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.1299 2020-08-01 03:31:22,268 - mmaction - INFO - Epoch [45][300/940] lr: 3.715e-01, eta: 2 days, 10:22:43, time: 1.125, data_time: 0.008, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5424, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.1403 2020-08-01 03:31:43,624 - mmaction - INFO - Epoch [45][320/940] lr: 3.715e-01, eta: 2 days, 10:22:22, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5406, loss_cls: 3.2728, loss: 3.2728, grad_norm: 1.1166 2020-08-01 03:32:04,576 - mmaction - INFO - Epoch [45][340/940] lr: 3.715e-01, eta: 2 days, 10:22:01, time: 1.052, data_time: 0.012, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5510, loss_cls: 3.2262, loss: 3.2262, grad_norm: 1.1296 2020-08-01 03:32:26,256 - mmaction - INFO - Epoch [45][360/940] lr: 3.715e-01, eta: 2 days, 10:21:42, time: 1.083, data_time: 0.004, memory: 6199, top1_acc: 0.2961, top5_acc: 0.5504, loss_cls: 3.2240, loss: 3.2240, grad_norm: 1.1492 2020-08-01 03:32:47,934 - mmaction - INFO - Epoch [45][380/940] lr: 3.715e-01, eta: 2 days, 10:21:24, time: 1.086, data_time: 0.005, memory: 6199, top1_acc: 0.2990, top5_acc: 0.5500, loss_cls: 3.2495, loss: 3.2495, grad_norm: 1.1442 2020-08-01 03:33:08,047 - mmaction - INFO - Epoch [45][400/940] lr: 3.715e-01, eta: 2 days, 10:20:58, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5502, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.1384 2020-08-01 03:33:28,085 - mmaction - INFO - Epoch [45][420/940] lr: 3.715e-01, eta: 2 days, 10:20:32, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5533, loss_cls: 3.2589, loss: 3.2589, grad_norm: 1.1278 2020-08-01 03:33:49,819 - mmaction - INFO - Epoch [45][440/940] lr: 3.715e-01, eta: 2 days, 10:20:14, time: 1.087, data_time: 0.006, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5508, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.1163 2020-08-01 03:34:10,717 - mmaction - INFO - Epoch [45][460/940] lr: 3.715e-01, eta: 2 days, 10:19:51, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5553, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.1051 2020-08-01 03:34:31,880 - mmaction - INFO - Epoch [45][480/940] lr: 3.715e-01, eta: 2 days, 10:19:30, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5486, loss_cls: 3.2501, loss: 3.2501, grad_norm: 1.1415 2020-08-01 03:34:52,319 - mmaction - INFO - Epoch [45][500/940] lr: 3.715e-01, eta: 2 days, 10:19:06, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5525, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1436 2020-08-01 03:35:14,485 - mmaction - INFO - Epoch [45][520/940] lr: 3.715e-01, eta: 2 days, 10:18:50, time: 1.109, data_time: 0.006, memory: 6199, top1_acc: 0.3000, top5_acc: 0.5477, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1097 2020-08-01 03:35:34,474 - mmaction - INFO - Epoch [45][540/940] lr: 3.715e-01, eta: 2 days, 10:18:23, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5564, loss_cls: 3.2260, loss: 3.2260, grad_norm: 1.1182 2020-08-01 03:35:54,687 - mmaction - INFO - Epoch [45][560/940] lr: 3.715e-01, eta: 2 days, 10:17:58, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5514, loss_cls: 3.2564, loss: 3.2564, grad_norm: 1.1295 2020-08-01 03:36:16,166 - mmaction - INFO - Epoch [45][580/940] lr: 3.715e-01, eta: 2 days, 10:17:38, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5502, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.1707 2020-08-01 03:36:37,240 - mmaction - INFO - Epoch [45][600/940] lr: 3.715e-01, eta: 2 days, 10:17:17, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5416, loss_cls: 3.3013, loss: 3.3013, grad_norm: 1.1172 2020-08-01 03:36:58,048 - mmaction - INFO - Epoch [45][620/940] lr: 3.715e-01, eta: 2 days, 10:16:55, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5539, loss_cls: 3.2523, loss: 3.2523, grad_norm: 1.1392 2020-08-01 03:37:19,232 - mmaction - INFO - Epoch [45][640/940] lr: 3.715e-01, eta: 2 days, 10:16:34, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5598, loss_cls: 3.2233, loss: 3.2233, grad_norm: 1.1337 2020-08-01 03:37:39,758 - mmaction - INFO - Epoch [45][660/940] lr: 3.715e-01, eta: 2 days, 10:16:10, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5701, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.1086 2020-08-01 03:38:00,326 - mmaction - INFO - Epoch [45][680/940] lr: 3.715e-01, eta: 2 days, 10:15:46, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5430, loss_cls: 3.2770, loss: 3.2770, grad_norm: 1.1036 2020-08-01 03:38:20,555 - mmaction - INFO - Epoch [45][700/940] lr: 3.715e-01, eta: 2 days, 10:15:21, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5609, loss_cls: 3.2050, loss: 3.2050, grad_norm: 1.1151 2020-08-01 03:38:42,287 - mmaction - INFO - Epoch [45][720/940] lr: 3.715e-01, eta: 2 days, 10:15:02, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5498, loss_cls: 3.2465, loss: 3.2465, grad_norm: 1.1426 2020-08-01 03:39:03,611 - mmaction - INFO - Epoch [45][740/940] lr: 3.715e-01, eta: 2 days, 10:14:42, time: 1.065, data_time: 0.003, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5428, loss_cls: 3.3030, loss: 3.3030, grad_norm: 1.1021 2020-08-01 03:39:24,383 - mmaction - INFO - Epoch [45][760/940] lr: 3.715e-01, eta: 2 days, 10:14:19, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5670, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1278 2020-08-01 03:39:45,087 - mmaction - INFO - Epoch [45][780/940] lr: 3.715e-01, eta: 2 days, 10:13:56, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5463, loss_cls: 3.3069, loss: 3.3069, grad_norm: 1.1193 2020-08-01 03:40:05,711 - mmaction - INFO - Epoch [45][800/940] lr: 3.715e-01, eta: 2 days, 10:13:33, time: 1.029, data_time: 0.002, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5496, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.1260 2020-08-01 03:40:26,485 - mmaction - INFO - Epoch [45][820/940] lr: 3.715e-01, eta: 2 days, 10:13:10, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5393, loss_cls: 3.2896, loss: 3.2896, grad_norm: 1.1375 2020-08-01 03:40:47,781 - mmaction - INFO - Epoch [45][840/940] lr: 3.715e-01, eta: 2 days, 10:12:50, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.2898, top5_acc: 0.5455, loss_cls: 3.2804, loss: 3.2804, grad_norm: 1.1347 2020-08-01 03:41:08,773 - mmaction - INFO - Epoch [45][860/940] lr: 3.715e-01, eta: 2 days, 10:12:28, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.2867, top5_acc: 0.5316, loss_cls: 3.3416, loss: 3.3416, grad_norm: 1.1306 2020-08-01 03:41:31,393 - mmaction - INFO - Epoch [45][880/940] lr: 3.715e-01, eta: 2 days, 10:12:14, time: 1.127, data_time: 0.005, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5449, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.1153 2020-08-01 03:41:51,813 - mmaction - INFO - Epoch [45][900/940] lr: 3.715e-01, eta: 2 days, 10:11:50, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.2820, top5_acc: 0.5406, loss_cls: 3.2984, loss: 3.2984, grad_norm: 1.1449 2020-08-01 03:42:12,262 - mmaction - INFO - Epoch [45][920/940] lr: 3.715e-01, eta: 2 days, 10:11:25, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.2885, top5_acc: 0.5533, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.1169 2020-08-01 03:42:31,426 - mmaction - INFO - Epoch [45][940/940] lr: 3.715e-01, eta: 2 days, 10:10:55, time: 0.957, data_time: 0.005, memory: 6199, top1_acc: 0.3032, top5_acc: 0.5471, loss_cls: 3.2452, loss: 3.2452, grad_norm: 1.1321 2020-08-01 03:43:01,554 - mmaction - INFO - Epoch [46][20/940] lr: 3.703e-01, eta: 2 days, 10:11:14, time: 1.490, data_time: 0.477, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5570, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1372 2020-08-01 03:43:22,299 - mmaction - INFO - Epoch [46][40/940] lr: 3.703e-01, eta: 2 days, 10:10:51, time: 1.036, data_time: 0.010, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5541, loss_cls: 3.2345, loss: 3.2345, grad_norm: 1.1347 2020-08-01 03:43:42,844 - mmaction - INFO - Epoch [46][60/940] lr: 3.703e-01, eta: 2 days, 10:10:28, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5539, loss_cls: 3.2394, loss: 3.2394, grad_norm: 1.1194 2020-08-01 03:44:03,729 - mmaction - INFO - Epoch [46][80/940] lr: 3.703e-01, eta: 2 days, 10:10:05, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5629, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1286 2020-08-01 03:44:25,440 - mmaction - INFO - Epoch [46][100/940] lr: 3.703e-01, eta: 2 days, 10:09:47, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5574, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.1376 2020-08-01 03:44:46,175 - mmaction - INFO - Epoch [46][120/940] lr: 3.703e-01, eta: 2 days, 10:09:24, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5557, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.1408 2020-08-01 03:45:07,081 - mmaction - INFO - Epoch [46][140/940] lr: 3.703e-01, eta: 2 days, 10:09:02, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5309, loss_cls: 3.3441, loss: 3.3441, grad_norm: 1.1551 2020-08-01 03:45:28,246 - mmaction - INFO - Epoch [46][160/940] lr: 3.703e-01, eta: 2 days, 10:08:41, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5492, loss_cls: 3.2305, loss: 3.2305, grad_norm: 1.1109 2020-08-01 03:45:48,431 - mmaction - INFO - Epoch [46][180/940] lr: 3.703e-01, eta: 2 days, 10:08:15, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5559, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.1287 2020-08-01 03:46:09,391 - mmaction - INFO - Epoch [46][200/940] lr: 3.703e-01, eta: 2 days, 10:07:54, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5389, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.1153 2020-08-01 03:46:30,118 - mmaction - INFO - Epoch [46][220/940] lr: 3.703e-01, eta: 2 days, 10:07:30, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5564, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.1267 2020-08-01 03:46:51,705 - mmaction - INFO - Epoch [46][240/940] lr: 3.703e-01, eta: 2 days, 10:07:12, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5600, loss_cls: 3.2195, loss: 3.2195, grad_norm: 1.1397 2020-08-01 03:47:13,240 - mmaction - INFO - Epoch [46][260/940] lr: 3.703e-01, eta: 2 days, 10:06:52, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5479, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.1377 2020-08-01 03:47:32,997 - mmaction - INFO - Epoch [46][280/940] lr: 3.703e-01, eta: 2 days, 10:06:25, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5496, loss_cls: 3.2826, loss: 3.2826, grad_norm: 1.1535 2020-08-01 03:47:54,299 - mmaction - INFO - Epoch [46][300/940] lr: 3.703e-01, eta: 2 days, 10:06:05, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.2965, top5_acc: 0.5537, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1454 2020-08-01 03:48:15,896 - mmaction - INFO - Epoch [46][320/940] lr: 3.703e-01, eta: 2 days, 10:05:46, time: 1.079, data_time: 0.004, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5480, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.1388 2020-08-01 03:48:36,644 - mmaction - INFO - Epoch [46][340/940] lr: 3.703e-01, eta: 2 days, 10:05:23, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5518, loss_cls: 3.2586, loss: 3.2586, grad_norm: 1.1198 2020-08-01 03:48:56,990 - mmaction - INFO - Epoch [46][360/940] lr: 3.703e-01, eta: 2 days, 10:04:58, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5420, loss_cls: 3.2686, loss: 3.2686, grad_norm: 1.1474 2020-08-01 03:49:18,236 - mmaction - INFO - Epoch [46][380/940] lr: 3.703e-01, eta: 2 days, 10:04:38, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5561, loss_cls: 3.2361, loss: 3.2361, grad_norm: 1.1439 2020-08-01 03:49:39,923 - mmaction - INFO - Epoch [46][400/940] lr: 3.703e-01, eta: 2 days, 10:04:19, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5574, loss_cls: 3.2393, loss: 3.2393, grad_norm: 1.1193 2020-08-01 03:50:00,476 - mmaction - INFO - Epoch [46][420/940] lr: 3.703e-01, eta: 2 days, 10:03:55, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5559, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.1221 2020-08-01 03:50:21,303 - mmaction - INFO - Epoch [46][440/940] lr: 3.703e-01, eta: 2 days, 10:03:33, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5559, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.1342 2020-08-01 03:50:41,951 - mmaction - INFO - Epoch [46][460/940] lr: 3.703e-01, eta: 2 days, 10:03:10, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5545, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1124 2020-08-01 03:51:02,412 - mmaction - INFO - Epoch [46][480/940] lr: 3.703e-01, eta: 2 days, 10:02:45, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.2883, top5_acc: 0.5545, loss_cls: 3.2426, loss: 3.2426, grad_norm: 1.1511 2020-08-01 03:51:23,274 - mmaction - INFO - Epoch [46][500/940] lr: 3.703e-01, eta: 2 days, 10:02:23, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5563, loss_cls: 3.2502, loss: 3.2502, grad_norm: 1.1208 2020-08-01 03:51:44,058 - mmaction - INFO - Epoch [46][520/940] lr: 3.703e-01, eta: 2 days, 10:02:01, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5436, loss_cls: 3.2534, loss: 3.2534, grad_norm: 1.1164 2020-08-01 03:52:05,578 - mmaction - INFO - Epoch [46][540/940] lr: 3.703e-01, eta: 2 days, 10:01:41, time: 1.074, data_time: 0.005, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5504, loss_cls: 3.2443, loss: 3.2443, grad_norm: 1.1414 2020-08-01 03:52:26,797 - mmaction - INFO - Epoch [46][560/940] lr: 3.703e-01, eta: 2 days, 10:01:20, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5551, loss_cls: 3.2339, loss: 3.2339, grad_norm: 1.1449 2020-08-01 03:52:47,111 - mmaction - INFO - Epoch [46][580/940] lr: 3.703e-01, eta: 2 days, 10:00:55, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5492, loss_cls: 3.2407, loss: 3.2407, grad_norm: 1.1397 2020-08-01 03:53:08,766 - mmaction - INFO - Epoch [46][600/940] lr: 3.703e-01, eta: 2 days, 10:00:37, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.2859, top5_acc: 0.5445, loss_cls: 3.2671, loss: 3.2671, grad_norm: 1.1519 2020-08-01 03:53:30,201 - mmaction - INFO - Epoch [46][620/940] lr: 3.703e-01, eta: 2 days, 10:00:17, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.2896, top5_acc: 0.5518, loss_cls: 3.2701, loss: 3.2701, grad_norm: 1.1424 2020-08-01 03:53:50,780 - mmaction - INFO - Epoch [46][640/940] lr: 3.703e-01, eta: 2 days, 9:59:54, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5529, loss_cls: 3.2316, loss: 3.2316, grad_norm: 1.1358 2020-08-01 03:54:12,908 - mmaction - INFO - Epoch [46][660/940] lr: 3.703e-01, eta: 2 days, 9:59:37, time: 1.104, data_time: 0.007, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5436, loss_cls: 3.2993, loss: 3.2993, grad_norm: 1.1557 2020-08-01 03:54:34,365 - mmaction - INFO - Epoch [46][680/940] lr: 3.703e-01, eta: 2 days, 9:59:18, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5385, loss_cls: 3.2681, loss: 3.2681, grad_norm: 1.1310 2020-08-01 03:54:54,930 - mmaction - INFO - Epoch [46][700/940] lr: 3.703e-01, eta: 2 days, 9:58:54, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5510, loss_cls: 3.2521, loss: 3.2521, grad_norm: 1.1286 2020-08-01 03:55:16,428 - mmaction - INFO - Epoch [46][720/940] lr: 3.703e-01, eta: 2 days, 9:58:34, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5428, loss_cls: 3.2693, loss: 3.2693, grad_norm: 1.1322 2020-08-01 03:55:37,686 - mmaction - INFO - Epoch [46][740/940] lr: 3.703e-01, eta: 2 days, 9:58:14, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5461, loss_cls: 3.2862, loss: 3.2862, grad_norm: 1.1199 2020-08-01 03:55:58,635 - mmaction - INFO - Epoch [46][760/940] lr: 3.703e-01, eta: 2 days, 9:57:52, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1279 2020-08-01 03:56:19,856 - mmaction - INFO - Epoch [46][780/940] lr: 3.703e-01, eta: 2 days, 9:57:31, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.2934, top5_acc: 0.5457, loss_cls: 3.2963, loss: 3.2963, grad_norm: 1.1356 2020-08-01 03:56:40,513 - mmaction - INFO - Epoch [46][800/940] lr: 3.703e-01, eta: 2 days, 9:57:08, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5482, loss_cls: 3.2614, loss: 3.2614, grad_norm: 1.1468 2020-08-01 03:57:00,618 - mmaction - INFO - Epoch [46][820/940] lr: 3.703e-01, eta: 2 days, 9:56:42, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5623, loss_cls: 3.2066, loss: 3.2066, grad_norm: 1.1184 2020-08-01 03:57:21,577 - mmaction - INFO - Epoch [46][840/940] lr: 3.703e-01, eta: 2 days, 9:56:20, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5459, loss_cls: 3.2485, loss: 3.2485, grad_norm: 1.1164 2020-08-01 03:57:41,842 - mmaction - INFO - Epoch [46][860/940] lr: 3.703e-01, eta: 2 days, 9:55:55, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5473, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.1210 2020-08-01 03:58:03,229 - mmaction - INFO - Epoch [46][880/940] lr: 3.703e-01, eta: 2 days, 9:55:35, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5463, loss_cls: 3.2534, loss: 3.2534, grad_norm: 1.1383 2020-08-01 03:58:23,602 - mmaction - INFO - Epoch [46][900/940] lr: 3.703e-01, eta: 2 days, 9:55:11, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.1182 2020-08-01 03:58:44,301 - mmaction - INFO - Epoch [46][920/940] lr: 3.703e-01, eta: 2 days, 9:54:48, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5486, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.1184 2020-08-01 03:59:03,522 - mmaction - INFO - Epoch [46][940/940] lr: 3.703e-01, eta: 2 days, 9:54:18, time: 0.963, data_time: 0.006, memory: 6199, top1_acc: 0.3011, top5_acc: 0.5467, loss_cls: 3.2924, loss: 3.2924, grad_norm: 1.1382 2020-08-01 03:59:33,939 - mmaction - INFO - Epoch [47][20/940] lr: 3.690e-01, eta: 2 days, 9:54:38, time: 1.507, data_time: 0.481, memory: 6199, top1_acc: 0.3121, top5_acc: 0.5687, loss_cls: 3.1607, loss: 3.1607, grad_norm: 1.1240 2020-08-01 03:59:53,955 - mmaction - INFO - Epoch [47][40/940] lr: 3.690e-01, eta: 2 days, 9:54:12, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5496, loss_cls: 3.2201, loss: 3.2201, grad_norm: 1.1455 2020-08-01 04:00:19,835 - mmaction - INFO - Epoch [47][60/940] lr: 3.690e-01, eta: 2 days, 9:54:12, time: 1.292, data_time: 0.008, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5531, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1167 2020-08-01 04:00:39,888 - mmaction - INFO - Epoch [47][80/940] lr: 3.690e-01, eta: 2 days, 9:53:46, time: 1.004, data_time: 0.017, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5469, loss_cls: 3.2548, loss: 3.2548, grad_norm: 1.1307 2020-08-01 04:01:00,631 - mmaction - INFO - Epoch [47][100/940] lr: 3.690e-01, eta: 2 days, 9:53:24, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5490, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.1408 2020-08-01 04:01:21,310 - mmaction - INFO - Epoch [47][120/940] lr: 3.690e-01, eta: 2 days, 9:53:00, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5521, loss_cls: 3.2238, loss: 3.2238, grad_norm: 1.1533 2020-08-01 04:01:41,817 - mmaction - INFO - Epoch [47][140/940] lr: 3.690e-01, eta: 2 days, 9:52:36, time: 1.025, data_time: 0.011, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5504, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.1285 2020-08-01 04:02:03,439 - mmaction - INFO - Epoch [47][160/940] lr: 3.690e-01, eta: 2 days, 9:52:18, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5531, loss_cls: 3.2182, loss: 3.2182, grad_norm: 1.1344 2020-08-01 04:02:24,572 - mmaction - INFO - Epoch [47][180/940] lr: 3.690e-01, eta: 2 days, 9:51:57, time: 1.055, data_time: 0.002, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5650, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1298 2020-08-01 04:02:45,221 - mmaction - INFO - Epoch [47][200/940] lr: 3.690e-01, eta: 2 days, 9:51:33, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5598, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1299 2020-08-01 04:03:05,771 - mmaction - INFO - Epoch [47][220/940] lr: 3.690e-01, eta: 2 days, 9:51:09, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5480, loss_cls: 3.2587, loss: 3.2587, grad_norm: 1.1348 2020-08-01 04:03:26,523 - mmaction - INFO - Epoch [47][240/940] lr: 3.690e-01, eta: 2 days, 9:50:47, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5646, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.1369 2020-08-01 04:03:47,225 - mmaction - INFO - Epoch [47][260/940] lr: 3.690e-01, eta: 2 days, 9:50:23, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5414, loss_cls: 3.2522, loss: 3.2522, grad_norm: 1.1425 2020-08-01 04:04:07,403 - mmaction - INFO - Epoch [47][280/940] lr: 3.690e-01, eta: 2 days, 9:49:58, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5502, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.1423 2020-08-01 04:04:28,572 - mmaction - INFO - Epoch [47][300/940] lr: 3.690e-01, eta: 2 days, 9:49:37, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5695, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.1550 2020-08-01 04:04:48,621 - mmaction - INFO - Epoch [47][320/940] lr: 3.690e-01, eta: 2 days, 9:49:11, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5437, loss_cls: 3.2834, loss: 3.2834, grad_norm: 1.1272 2020-08-01 04:05:09,507 - mmaction - INFO - Epoch [47][340/940] lr: 3.690e-01, eta: 2 days, 9:48:49, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5723, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.1485 2020-08-01 04:05:30,872 - mmaction - INFO - Epoch [47][360/940] lr: 3.690e-01, eta: 2 days, 9:48:29, time: 1.065, data_time: 0.002, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5420, loss_cls: 3.2639, loss: 3.2639, grad_norm: 1.1338 2020-08-01 04:05:51,534 - mmaction - INFO - Epoch [47][380/940] lr: 3.690e-01, eta: 2 days, 9:48:06, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5490, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1455 2020-08-01 04:06:12,497 - mmaction - INFO - Epoch [47][400/940] lr: 3.690e-01, eta: 2 days, 9:47:44, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5607, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1536 2020-08-01 04:06:34,061 - mmaction - INFO - Epoch [47][420/940] lr: 3.690e-01, eta: 2 days, 9:47:25, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2594, loss: 3.2594, grad_norm: 1.1527 2020-08-01 04:06:54,269 - mmaction - INFO - Epoch [47][440/940] lr: 3.690e-01, eta: 2 days, 9:46:59, time: 1.010, data_time: 0.010, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5479, loss_cls: 3.2645, loss: 3.2645, grad_norm: 1.1203 2020-08-01 04:07:15,686 - mmaction - INFO - Epoch [47][460/940] lr: 3.690e-01, eta: 2 days, 9:46:40, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5551, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.1076 2020-08-01 04:07:36,179 - mmaction - INFO - Epoch [47][480/940] lr: 3.690e-01, eta: 2 days, 9:46:16, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5588, loss_cls: 3.1881, loss: 3.1881, grad_norm: 1.1582 2020-08-01 04:07:57,389 - mmaction - INFO - Epoch [47][500/940] lr: 3.690e-01, eta: 2 days, 9:45:55, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5391, loss_cls: 3.2820, loss: 3.2820, grad_norm: 1.1449 2020-08-01 04:08:18,235 - mmaction - INFO - Epoch [47][520/940] lr: 3.690e-01, eta: 2 days, 9:45:33, time: 1.043, data_time: 0.004, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5533, loss_cls: 3.2411, loss: 3.2411, grad_norm: 1.1441 2020-08-01 04:08:38,995 - mmaction - INFO - Epoch [47][540/940] lr: 3.690e-01, eta: 2 days, 9:45:10, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.2990, top5_acc: 0.5543, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.1321 2020-08-01 04:08:59,369 - mmaction - INFO - Epoch [47][560/940] lr: 3.690e-01, eta: 2 days, 9:44:46, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5580, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1588 2020-08-01 04:09:20,416 - mmaction - INFO - Epoch [47][580/940] lr: 3.690e-01, eta: 2 days, 9:44:24, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5512, loss_cls: 3.2482, loss: 3.2482, grad_norm: 1.1536 2020-08-01 04:09:41,090 - mmaction - INFO - Epoch [47][600/940] lr: 3.690e-01, eta: 2 days, 9:44:01, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5557, loss_cls: 3.2490, loss: 3.2490, grad_norm: 1.1338 2020-08-01 04:10:01,626 - mmaction - INFO - Epoch [47][620/940] lr: 3.690e-01, eta: 2 days, 9:43:37, time: 1.030, data_time: 0.011, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5570, loss_cls: 3.2369, loss: 3.2369, grad_norm: 1.1167 2020-08-01 04:10:23,973 - mmaction - INFO - Epoch [47][640/940] lr: 3.690e-01, eta: 2 days, 9:43:21, time: 1.113, data_time: 0.007, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5471, loss_cls: 3.2665, loss: 3.2665, grad_norm: 1.1533 2020-08-01 04:10:44,602 - mmaction - INFO - Epoch [47][660/940] lr: 3.690e-01, eta: 2 days, 9:42:58, time: 1.034, data_time: 0.012, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5441, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1357 2020-08-01 04:11:05,832 - mmaction - INFO - Epoch [47][680/940] lr: 3.690e-01, eta: 2 days, 9:42:38, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2967, top5_acc: 0.5547, loss_cls: 3.2537, loss: 3.2537, grad_norm: 1.1381 2020-08-01 04:11:27,315 - mmaction - INFO - Epoch [47][700/940] lr: 3.690e-01, eta: 2 days, 9:42:18, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5578, loss_cls: 3.2092, loss: 3.2092, grad_norm: 1.1416 2020-08-01 04:11:48,317 - mmaction - INFO - Epoch [47][720/940] lr: 3.690e-01, eta: 2 days, 9:41:56, time: 1.049, data_time: 0.002, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5555, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.1588 2020-08-01 04:12:09,275 - mmaction - INFO - Epoch [47][740/940] lr: 3.690e-01, eta: 2 days, 9:41:34, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5510, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.1106 2020-08-01 04:12:29,877 - mmaction - INFO - Epoch [47][760/940] lr: 3.690e-01, eta: 2 days, 9:41:11, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.2340, loss: 3.2340, grad_norm: 1.1283 2020-08-01 04:12:50,274 - mmaction - INFO - Epoch [47][780/940] lr: 3.690e-01, eta: 2 days, 9:40:47, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5430, loss_cls: 3.2617, loss: 3.2617, grad_norm: 1.1322 2020-08-01 04:13:10,685 - mmaction - INFO - Epoch [47][800/940] lr: 3.690e-01, eta: 2 days, 9:40:23, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5475, loss_cls: 3.2320, loss: 3.2320, grad_norm: 1.1197 2020-08-01 04:13:32,477 - mmaction - INFO - Epoch [47][820/940] lr: 3.690e-01, eta: 2 days, 9:40:04, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5459, loss_cls: 3.2737, loss: 3.2737, grad_norm: 1.1271 2020-08-01 04:13:53,841 - mmaction - INFO - Epoch [47][840/940] lr: 3.690e-01, eta: 2 days, 9:39:44, time: 1.066, data_time: 0.003, memory: 6199, top1_acc: 0.2967, top5_acc: 0.5510, loss_cls: 3.2397, loss: 3.2397, grad_norm: 1.1497 2020-08-01 04:14:15,152 - mmaction - INFO - Epoch [47][860/940] lr: 3.690e-01, eta: 2 days, 9:39:24, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1332 2020-08-01 04:14:36,458 - mmaction - INFO - Epoch [47][880/940] lr: 3.690e-01, eta: 2 days, 9:39:04, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5555, loss_cls: 3.2418, loss: 3.2418, grad_norm: 1.1350 2020-08-01 04:14:56,911 - mmaction - INFO - Epoch [47][900/940] lr: 3.690e-01, eta: 2 days, 9:38:40, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5643, loss_cls: 3.1820, loss: 3.1820, grad_norm: 1.1403 2020-08-01 04:15:16,936 - mmaction - INFO - Epoch [47][920/940] lr: 3.690e-01, eta: 2 days, 9:38:13, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5584, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1464 2020-08-01 04:15:36,643 - mmaction - INFO - Epoch [47][940/940] lr: 3.690e-01, eta: 2 days, 9:37:46, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.2985, top5_acc: 0.5438, loss_cls: 3.2758, loss: 3.2758, grad_norm: 1.1414 2020-08-01 04:16:11,189 - mmaction - INFO - Epoch [48][20/940] lr: 3.676e-01, eta: 2 days, 9:38:23, time: 1.703, data_time: 0.682, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5516, loss_cls: 3.2289, loss: 3.2289, grad_norm: 1.1430 2020-08-01 04:16:31,724 - mmaction - INFO - Epoch [48][40/940] lr: 3.676e-01, eta: 2 days, 9:37:58, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5434, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.1395 2020-08-01 04:16:51,583 - mmaction - INFO - Epoch [48][60/940] lr: 3.676e-01, eta: 2 days, 9:37:32, time: 0.998, data_time: 0.012, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5650, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.1225 2020-08-01 04:17:12,660 - mmaction - INFO - Epoch [48][80/940] lr: 3.676e-01, eta: 2 days, 9:37:11, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5617, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.1476 2020-08-01 04:17:33,699 - mmaction - INFO - Epoch [48][100/940] lr: 3.676e-01, eta: 2 days, 9:36:49, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5684, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1172 2020-08-01 04:17:55,451 - mmaction - INFO - Epoch [48][120/940] lr: 3.676e-01, eta: 2 days, 9:36:31, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5457, loss_cls: 3.2853, loss: 3.2853, grad_norm: 1.1665 2020-08-01 04:18:15,724 - mmaction - INFO - Epoch [48][140/940] lr: 3.676e-01, eta: 2 days, 9:36:06, time: 1.016, data_time: 0.003, memory: 6199, top1_acc: 0.2979, top5_acc: 0.5613, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1260 2020-08-01 04:18:37,554 - mmaction - INFO - Epoch [48][160/940] lr: 3.676e-01, eta: 2 days, 9:35:48, time: 1.088, data_time: 0.006, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5525, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1422 2020-08-01 04:18:58,822 - mmaction - INFO - Epoch [48][180/940] lr: 3.676e-01, eta: 2 days, 9:35:28, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5670, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.1500 2020-08-01 04:19:20,806 - mmaction - INFO - Epoch [48][200/940] lr: 3.676e-01, eta: 2 days, 9:35:10, time: 1.096, data_time: 0.008, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5584, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.1452 2020-08-01 04:19:41,572 - mmaction - INFO - Epoch [48][220/940] lr: 3.676e-01, eta: 2 days, 9:34:47, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.2918, top5_acc: 0.5396, loss_cls: 3.2808, loss: 3.2808, grad_norm: 1.1478 2020-08-01 04:20:02,888 - mmaction - INFO - Epoch [48][240/940] lr: 3.676e-01, eta: 2 days, 9:34:27, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5547, loss_cls: 3.2456, loss: 3.2456, grad_norm: 1.1390 2020-08-01 04:20:22,698 - mmaction - INFO - Epoch [48][260/940] lr: 3.676e-01, eta: 2 days, 9:34:00, time: 0.993, data_time: 0.004, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5480, loss_cls: 3.2662, loss: 3.2662, grad_norm: 1.1336 2020-08-01 04:20:43,309 - mmaction - INFO - Epoch [48][280/940] lr: 3.676e-01, eta: 2 days, 9:33:37, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5574, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.1101 2020-08-01 04:21:03,777 - mmaction - INFO - Epoch [48][300/940] lr: 3.676e-01, eta: 2 days, 9:33:13, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5602, loss_cls: 3.2302, loss: 3.2302, grad_norm: 1.1454 2020-08-01 04:21:24,338 - mmaction - INFO - Epoch [48][320/940] lr: 3.676e-01, eta: 2 days, 9:32:49, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5521, loss_cls: 3.2389, loss: 3.2389, grad_norm: 1.1270 2020-08-01 04:21:45,004 - mmaction - INFO - Epoch [48][340/940] lr: 3.676e-01, eta: 2 days, 9:32:26, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5504, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.1264 2020-08-01 04:22:05,970 - mmaction - INFO - Epoch [48][360/940] lr: 3.676e-01, eta: 2 days, 9:32:04, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5627, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1236 2020-08-01 04:22:27,265 - mmaction - INFO - Epoch [48][380/940] lr: 3.676e-01, eta: 2 days, 9:31:44, time: 1.063, data_time: 0.003, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2620, loss: 3.2620, grad_norm: 1.1259 2020-08-01 04:22:47,184 - mmaction - INFO - Epoch [48][400/940] lr: 3.676e-01, eta: 2 days, 9:31:17, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5646, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1311 2020-08-01 04:23:08,733 - mmaction - INFO - Epoch [48][420/940] lr: 3.676e-01, eta: 2 days, 9:30:58, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5520, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.1332 2020-08-01 04:23:29,703 - mmaction - INFO - Epoch [48][440/940] lr: 3.676e-01, eta: 2 days, 9:30:36, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5639, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.1502 2020-08-01 04:23:50,897 - mmaction - INFO - Epoch [48][460/940] lr: 3.676e-01, eta: 2 days, 9:30:16, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5416, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.1367 2020-08-01 04:24:12,019 - mmaction - INFO - Epoch [48][480/940] lr: 3.676e-01, eta: 2 days, 9:29:54, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5549, loss_cls: 3.2257, loss: 3.2257, grad_norm: 1.1393 2020-08-01 04:24:31,827 - mmaction - INFO - Epoch [48][500/940] lr: 3.676e-01, eta: 2 days, 9:29:27, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5471, loss_cls: 3.2595, loss: 3.2595, grad_norm: 1.1246 2020-08-01 04:24:53,158 - mmaction - INFO - Epoch [48][520/940] lr: 3.676e-01, eta: 2 days, 9:29:07, time: 1.068, data_time: 0.010, memory: 6199, top1_acc: 0.2932, top5_acc: 0.5445, loss_cls: 3.3021, loss: 3.3021, grad_norm: 1.1309 2020-08-01 04:25:14,271 - mmaction - INFO - Epoch [48][540/940] lr: 3.676e-01, eta: 2 days, 9:28:46, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5512, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1269 2020-08-01 04:25:34,516 - mmaction - INFO - Epoch [48][560/940] lr: 3.676e-01, eta: 2 days, 9:28:21, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5494, loss_cls: 3.2731, loss: 3.2731, grad_norm: 1.1368 2020-08-01 04:25:56,559 - mmaction - INFO - Epoch [48][580/940] lr: 3.676e-01, eta: 2 days, 9:28:04, time: 1.101, data_time: 0.007, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5469, loss_cls: 3.2678, loss: 3.2678, grad_norm: 1.1315 2020-08-01 04:26:16,689 - mmaction - INFO - Epoch [48][600/940] lr: 3.676e-01, eta: 2 days, 9:27:39, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.2969, top5_acc: 0.5471, loss_cls: 3.2563, loss: 3.2563, grad_norm: 1.1323 2020-08-01 04:26:38,742 - mmaction - INFO - Epoch [48][620/940] lr: 3.676e-01, eta: 2 days, 9:27:21, time: 1.101, data_time: 0.006, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5486, loss_cls: 3.2547, loss: 3.2547, grad_norm: 1.1404 2020-08-01 04:26:59,081 - mmaction - INFO - Epoch [48][640/940] lr: 3.676e-01, eta: 2 days, 9:26:57, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5512, loss_cls: 3.2183, loss: 3.2183, grad_norm: 1.1357 2020-08-01 04:27:20,084 - mmaction - INFO - Epoch [48][660/940] lr: 3.676e-01, eta: 2 days, 9:26:35, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.3121, top5_acc: 0.5596, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1298 2020-08-01 04:27:41,418 - mmaction - INFO - Epoch [48][680/940] lr: 3.676e-01, eta: 2 days, 9:26:15, time: 1.066, data_time: 0.005, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5609, loss_cls: 3.2091, loss: 3.2091, grad_norm: 1.1662 2020-08-01 04:28:01,404 - mmaction - INFO - Epoch [48][700/940] lr: 3.676e-01, eta: 2 days, 9:25:49, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.2990, top5_acc: 0.5609, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.1511 2020-08-01 04:28:22,257 - mmaction - INFO - Epoch [48][720/940] lr: 3.676e-01, eta: 2 days, 9:25:26, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5615, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1399 2020-08-01 04:28:42,724 - mmaction - INFO - Epoch [48][740/940] lr: 3.676e-01, eta: 2 days, 9:25:02, time: 1.024, data_time: 0.011, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5521, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.1507 2020-08-01 04:29:04,050 - mmaction - INFO - Epoch [48][760/940] lr: 3.676e-01, eta: 2 days, 9:24:43, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.2695, loss: 3.2695, grad_norm: 1.1549 2020-08-01 04:29:24,100 - mmaction - INFO - Epoch [48][780/940] lr: 3.676e-01, eta: 2 days, 9:24:17, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.2965, top5_acc: 0.5424, loss_cls: 3.2582, loss: 3.2582, grad_norm: 1.1304 2020-08-01 04:29:45,745 - mmaction - INFO - Epoch [48][800/940] lr: 3.676e-01, eta: 2 days, 9:23:58, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5443, loss_cls: 3.2840, loss: 3.2840, grad_norm: 1.1533 2020-08-01 04:30:06,139 - mmaction - INFO - Epoch [48][820/940] lr: 3.676e-01, eta: 2 days, 9:23:34, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5471, loss_cls: 3.2712, loss: 3.2712, grad_norm: 1.1600 2020-08-01 04:30:27,961 - mmaction - INFO - Epoch [48][840/940] lr: 3.676e-01, eta: 2 days, 9:23:16, time: 1.093, data_time: 0.004, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5586, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.1203 2020-08-01 04:30:47,992 - mmaction - INFO - Epoch [48][860/940] lr: 3.676e-01, eta: 2 days, 9:22:50, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5563, loss_cls: 3.2162, loss: 3.2162, grad_norm: 1.1706 2020-08-01 04:31:08,305 - mmaction - INFO - Epoch [48][880/940] lr: 3.676e-01, eta: 2 days, 9:22:25, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5564, loss_cls: 3.1936, loss: 3.1936, grad_norm: 1.1415 2020-08-01 04:31:28,355 - mmaction - INFO - Epoch [48][900/940] lr: 3.676e-01, eta: 2 days, 9:21:59, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5486, loss_cls: 3.2477, loss: 3.2477, grad_norm: 1.1435 2020-08-01 04:31:49,393 - mmaction - INFO - Epoch [48][920/940] lr: 3.676e-01, eta: 2 days, 9:21:38, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.2916, top5_acc: 0.5443, loss_cls: 3.2568, loss: 3.2568, grad_norm: 1.1594 2020-08-01 04:32:09,397 - mmaction - INFO - Epoch [48][940/940] lr: 3.676e-01, eta: 2 days, 9:21:12, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.2900, top5_acc: 0.5503, loss_cls: 3.2643, loss: 3.2643, grad_norm: 1.1370 2020-08-01 04:32:09,773 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-08-01 04:32:39,830 - mmaction - INFO - Epoch [49][20/940] lr: 3.663e-01, eta: 2 days, 9:21:24, time: 1.435, data_time: 0.443, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5619, loss_cls: 3.2146, loss: 3.2146, grad_norm: 1.1462 2020-08-01 04:32:59,623 - mmaction - INFO - Epoch [49][40/940] lr: 3.663e-01, eta: 2 days, 9:20:56, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.2945, top5_acc: 0.5396, loss_cls: 3.3022, loss: 3.3022, grad_norm: 1.1469 2020-08-01 04:33:19,304 - mmaction - INFO - Epoch [49][60/940] lr: 3.663e-01, eta: 2 days, 9:20:29, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.3121, top5_acc: 0.5705, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.1334 2020-08-01 04:33:39,041 - mmaction - INFO - Epoch [49][80/940] lr: 3.663e-01, eta: 2 days, 9:20:02, time: 0.985, data_time: 0.003, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5623, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.1527 2020-08-01 04:33:58,781 - mmaction - INFO - Epoch [49][100/940] lr: 3.663e-01, eta: 2 days, 9:19:35, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5674, loss_cls: 3.1675, loss: 3.1675, grad_norm: 1.1417 2020-08-01 04:34:19,340 - mmaction - INFO - Epoch [49][120/940] lr: 3.663e-01, eta: 2 days, 9:19:11, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5453, loss_cls: 3.2683, loss: 3.2683, grad_norm: 1.1563 2020-08-01 04:34:39,533 - mmaction - INFO - Epoch [49][140/940] lr: 3.663e-01, eta: 2 days, 9:18:46, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5617, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.1200 2020-08-01 04:35:00,717 - mmaction - INFO - Epoch [49][160/940] lr: 3.663e-01, eta: 2 days, 9:18:25, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5523, loss_cls: 3.2028, loss: 3.2028, grad_norm: 1.1478 2020-08-01 04:35:20,817 - mmaction - INFO - Epoch [49][180/940] lr: 3.663e-01, eta: 2 days, 9:18:00, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5574, loss_cls: 3.2308, loss: 3.2308, grad_norm: 1.1442 2020-08-01 04:35:42,152 - mmaction - INFO - Epoch [49][200/940] lr: 3.663e-01, eta: 2 days, 9:17:40, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5453, loss_cls: 3.2534, loss: 3.2534, grad_norm: 1.1183 2020-08-01 04:36:02,925 - mmaction - INFO - Epoch [49][220/940] lr: 3.663e-01, eta: 2 days, 9:17:17, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5531, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.1765 2020-08-01 04:36:24,618 - mmaction - INFO - Epoch [49][240/940] lr: 3.663e-01, eta: 2 days, 9:16:58, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5658, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1445 2020-08-01 04:36:45,247 - mmaction - INFO - Epoch [49][260/940] lr: 3.663e-01, eta: 2 days, 9:16:35, time: 1.032, data_time: 0.010, memory: 6199, top1_acc: 0.2857, top5_acc: 0.5389, loss_cls: 3.3296, loss: 3.3296, grad_norm: 1.1486 2020-08-01 04:37:06,428 - mmaction - INFO - Epoch [49][280/940] lr: 3.663e-01, eta: 2 days, 9:16:14, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5545, loss_cls: 3.2021, loss: 3.2021, grad_norm: 1.1236 2020-08-01 04:37:26,426 - mmaction - INFO - Epoch [49][300/940] lr: 3.663e-01, eta: 2 days, 9:15:48, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5531, loss_cls: 3.2234, loss: 3.2234, grad_norm: 1.1210 2020-08-01 04:37:47,533 - mmaction - INFO - Epoch [49][320/940] lr: 3.663e-01, eta: 2 days, 9:15:27, time: 1.057, data_time: 0.010, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 3.1802, loss: 3.1802, grad_norm: 1.1466 2020-08-01 04:38:08,673 - mmaction - INFO - Epoch [49][340/940] lr: 3.663e-01, eta: 2 days, 9:15:06, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5473, loss_cls: 3.2782, loss: 3.2782, grad_norm: 1.1551 2020-08-01 04:38:29,032 - mmaction - INFO - Epoch [49][360/940] lr: 3.663e-01, eta: 2 days, 9:14:42, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5600, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.1222 2020-08-01 04:38:49,292 - mmaction - INFO - Epoch [49][380/940] lr: 3.663e-01, eta: 2 days, 9:14:17, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5514, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1519 2020-08-01 04:39:09,459 - mmaction - INFO - Epoch [49][400/940] lr: 3.663e-01, eta: 2 days, 9:13:52, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5596, loss_cls: 3.1807, loss: 3.1807, grad_norm: 1.1562 2020-08-01 04:39:30,885 - mmaction - INFO - Epoch [49][420/940] lr: 3.663e-01, eta: 2 days, 9:13:32, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5430, loss_cls: 3.2805, loss: 3.2805, grad_norm: 1.1464 2020-08-01 04:39:51,458 - mmaction - INFO - Epoch [49][440/940] lr: 3.663e-01, eta: 2 days, 9:13:08, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5553, loss_cls: 3.2217, loss: 3.2217, grad_norm: 1.1550 2020-08-01 04:40:12,595 - mmaction - INFO - Epoch [49][460/940] lr: 3.663e-01, eta: 2 days, 9:12:47, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5662, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.1342 2020-08-01 04:40:33,199 - mmaction - INFO - Epoch [49][480/940] lr: 3.663e-01, eta: 2 days, 9:12:24, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5527, loss_cls: 3.2432, loss: 3.2432, grad_norm: 1.1340 2020-08-01 04:40:53,144 - mmaction - INFO - Epoch [49][500/940] lr: 3.663e-01, eta: 2 days, 9:11:58, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5520, loss_cls: 3.2552, loss: 3.2552, grad_norm: 1.1274 2020-08-01 04:41:13,615 - mmaction - INFO - Epoch [49][520/940] lr: 3.663e-01, eta: 2 days, 9:11:34, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5563, loss_cls: 3.2400, loss: 3.2400, grad_norm: 1.1293 2020-08-01 04:41:34,110 - mmaction - INFO - Epoch [49][540/940] lr: 3.663e-01, eta: 2 days, 9:11:10, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5625, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.1223 2020-08-01 04:41:53,940 - mmaction - INFO - Epoch [49][560/940] lr: 3.663e-01, eta: 2 days, 9:10:44, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.2908, top5_acc: 0.5457, loss_cls: 3.2679, loss: 3.2679, grad_norm: 1.1371 2020-08-01 04:42:15,411 - mmaction - INFO - Epoch [49][580/940] lr: 3.663e-01, eta: 2 days, 9:10:24, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5428, loss_cls: 3.2736, loss: 3.2736, grad_norm: 1.1357 2020-08-01 04:42:36,394 - mmaction - INFO - Epoch [49][600/940] lr: 3.663e-01, eta: 2 days, 9:10:03, time: 1.054, data_time: 0.012, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5492, loss_cls: 3.2334, loss: 3.2334, grad_norm: 1.1458 2020-08-01 04:42:56,730 - mmaction - INFO - Epoch [49][620/940] lr: 3.663e-01, eta: 2 days, 9:09:38, time: 1.018, data_time: 0.004, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5488, loss_cls: 3.2396, loss: 3.2396, grad_norm: 1.1432 2020-08-01 04:43:17,376 - mmaction - INFO - Epoch [49][640/940] lr: 3.663e-01, eta: 2 days, 9:09:15, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5600, loss_cls: 3.2168, loss: 3.2168, grad_norm: 1.1680 2020-08-01 04:43:38,824 - mmaction - INFO - Epoch [49][660/940] lr: 3.663e-01, eta: 2 days, 9:08:55, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5459, loss_cls: 3.2957, loss: 3.2957, grad_norm: 1.1387 2020-08-01 04:43:58,880 - mmaction - INFO - Epoch [49][680/940] lr: 3.663e-01, eta: 2 days, 9:08:30, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5645, loss_cls: 3.1847, loss: 3.1847, grad_norm: 1.1178 2020-08-01 04:44:19,326 - mmaction - INFO - Epoch [49][700/940] lr: 3.663e-01, eta: 2 days, 9:08:06, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5449, loss_cls: 3.2783, loss: 3.2783, grad_norm: 1.1511 2020-08-01 04:44:39,399 - mmaction - INFO - Epoch [49][720/940] lr: 3.663e-01, eta: 2 days, 9:07:40, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5535, loss_cls: 3.2708, loss: 3.2708, grad_norm: 1.1141 2020-08-01 04:45:00,623 - mmaction - INFO - Epoch [49][740/940] lr: 3.663e-01, eta: 2 days, 9:07:20, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5652, loss_cls: 3.1661, loss: 3.1661, grad_norm: 1.1160 2020-08-01 04:45:22,373 - mmaction - INFO - Epoch [49][760/940] lr: 3.663e-01, eta: 2 days, 9:07:01, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5584, loss_cls: 3.2341, loss: 3.2341, grad_norm: 1.1450 2020-08-01 04:45:43,185 - mmaction - INFO - Epoch [49][780/940] lr: 3.663e-01, eta: 2 days, 9:06:38, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5486, loss_cls: 3.2664, loss: 3.2664, grad_norm: 1.1413 2020-08-01 04:46:04,111 - mmaction - INFO - Epoch [49][800/940] lr: 3.663e-01, eta: 2 days, 9:06:17, time: 1.047, data_time: 0.011, memory: 6199, top1_acc: 0.2922, top5_acc: 0.5465, loss_cls: 3.2845, loss: 3.2845, grad_norm: 1.1497 2020-08-01 04:46:25,046 - mmaction - INFO - Epoch [49][820/940] lr: 3.663e-01, eta: 2 days, 9:05:55, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5459, loss_cls: 3.2685, loss: 3.2685, grad_norm: 1.1356 2020-08-01 04:46:46,297 - mmaction - INFO - Epoch [49][840/940] lr: 3.663e-01, eta: 2 days, 9:05:34, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5574, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.1602 2020-08-01 04:47:06,472 - mmaction - INFO - Epoch [49][860/940] lr: 3.663e-01, eta: 2 days, 9:05:09, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2492, loss: 3.2492, grad_norm: 1.1376 2020-08-01 04:47:26,900 - mmaction - INFO - Epoch [49][880/940] lr: 3.663e-01, eta: 2 days, 9:04:45, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5461, loss_cls: 3.2390, loss: 3.2390, grad_norm: 1.1291 2020-08-01 04:47:48,042 - mmaction - INFO - Epoch [49][900/940] lr: 3.663e-01, eta: 2 days, 9:04:24, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5486, loss_cls: 3.2746, loss: 3.2746, grad_norm: 1.1407 2020-08-01 04:48:09,592 - mmaction - INFO - Epoch [49][920/940] lr: 3.663e-01, eta: 2 days, 9:04:05, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.2986, top5_acc: 0.5520, loss_cls: 3.2663, loss: 3.2663, grad_norm: 1.1423 2020-08-01 04:48:28,942 - mmaction - INFO - Epoch [49][940/940] lr: 3.663e-01, eta: 2 days, 9:03:36, time: 0.968, data_time: 0.006, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5473, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.1370 2020-08-01 04:48:59,585 - mmaction - INFO - Epoch [50][20/940] lr: 3.649e-01, eta: 2 days, 9:03:54, time: 1.517, data_time: 0.535, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5605, loss_cls: 3.1834, loss: 3.1834, grad_norm: 1.1412 2020-08-01 04:49:19,115 - mmaction - INFO - Epoch [50][40/940] lr: 3.649e-01, eta: 2 days, 9:03:26, time: 0.978, data_time: 0.008, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5568, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1484 2020-08-01 04:49:39,664 - mmaction - INFO - Epoch [50][60/940] lr: 3.649e-01, eta: 2 days, 9:03:03, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.2979, top5_acc: 0.5547, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.1559 2020-08-01 04:49:59,792 - mmaction - INFO - Epoch [50][80/940] lr: 3.649e-01, eta: 2 days, 9:02:38, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5572, loss_cls: 3.2225, loss: 3.2225, grad_norm: 1.1158 2020-08-01 04:50:20,352 - mmaction - INFO - Epoch [50][100/940] lr: 3.649e-01, eta: 2 days, 9:02:14, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5635, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1604 2020-08-01 04:50:42,136 - mmaction - INFO - Epoch [50][120/940] lr: 3.649e-01, eta: 2 days, 9:01:56, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3272, loss: 3.3272, grad_norm: 1.1507 2020-08-01 04:51:02,411 - mmaction - INFO - Epoch [50][140/940] lr: 3.649e-01, eta: 2 days, 9:01:31, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5600, loss_cls: 3.2123, loss: 3.2123, grad_norm: 1.1118 2020-08-01 04:51:23,067 - mmaction - INFO - Epoch [50][160/940] lr: 3.649e-01, eta: 2 days, 9:01:08, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5559, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.1327 2020-08-01 04:51:44,360 - mmaction - INFO - Epoch [50][180/940] lr: 3.649e-01, eta: 2 days, 9:00:48, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5477, loss_cls: 3.2428, loss: 3.2428, grad_norm: 1.1420 2020-08-01 04:52:05,675 - mmaction - INFO - Epoch [50][200/940] lr: 3.649e-01, eta: 2 days, 9:00:27, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5580, loss_cls: 3.1933, loss: 3.1933, grad_norm: 1.1238 2020-08-01 04:52:27,037 - mmaction - INFO - Epoch [50][220/940] lr: 3.649e-01, eta: 2 days, 9:00:07, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.2926, top5_acc: 0.5498, loss_cls: 3.2573, loss: 3.2573, grad_norm: 1.1282 2020-08-01 04:52:47,577 - mmaction - INFO - Epoch [50][240/940] lr: 3.649e-01, eta: 2 days, 8:59:44, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5607, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1448 2020-08-01 04:53:08,557 - mmaction - INFO - Epoch [50][260/940] lr: 3.649e-01, eta: 2 days, 8:59:22, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5492, loss_cls: 3.2401, loss: 3.2401, grad_norm: 1.1396 2020-08-01 04:53:29,640 - mmaction - INFO - Epoch [50][280/940] lr: 3.649e-01, eta: 2 days, 8:59:01, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5578, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.1405 2020-08-01 04:53:50,574 - mmaction - INFO - Epoch [50][300/940] lr: 3.649e-01, eta: 2 days, 8:58:39, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5457, loss_cls: 3.2373, loss: 3.2373, grad_norm: 1.1549 2020-08-01 04:54:12,346 - mmaction - INFO - Epoch [50][320/940] lr: 3.649e-01, eta: 2 days, 8:58:21, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5646, loss_cls: 3.2060, loss: 3.2060, grad_norm: 1.1382 2020-08-01 04:54:33,806 - mmaction - INFO - Epoch [50][340/940] lr: 3.649e-01, eta: 2 days, 8:58:01, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5518, loss_cls: 3.2174, loss: 3.2174, grad_norm: 1.1289 2020-08-01 04:54:54,368 - mmaction - INFO - Epoch [50][360/940] lr: 3.649e-01, eta: 2 days, 8:57:38, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5559, loss_cls: 3.2352, loss: 3.2352, grad_norm: 1.1743 2020-08-01 04:55:14,825 - mmaction - INFO - Epoch [50][380/940] lr: 3.649e-01, eta: 2 days, 8:57:13, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5486, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.1429 2020-08-01 04:55:35,793 - mmaction - INFO - Epoch [50][400/940] lr: 3.649e-01, eta: 2 days, 8:56:52, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5496, loss_cls: 3.2749, loss: 3.2749, grad_norm: 1.1440 2020-08-01 04:55:56,035 - mmaction - INFO - Epoch [50][420/940] lr: 3.649e-01, eta: 2 days, 8:56:27, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5480, loss_cls: 3.2404, loss: 3.2404, grad_norm: 1.1322 2020-08-01 04:56:17,250 - mmaction - INFO - Epoch [50][440/940] lr: 3.649e-01, eta: 2 days, 8:56:06, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5439, loss_cls: 3.2537, loss: 3.2537, grad_norm: 1.1424 2020-08-01 04:56:37,706 - mmaction - INFO - Epoch [50][460/940] lr: 3.649e-01, eta: 2 days, 8:55:42, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5635, loss_cls: 3.2208, loss: 3.2208, grad_norm: 1.1403 2020-08-01 04:56:58,475 - mmaction - INFO - Epoch [50][480/940] lr: 3.649e-01, eta: 2 days, 8:55:20, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.3115, top5_acc: 0.5697, loss_cls: 3.1746, loss: 3.1746, grad_norm: 1.1342 2020-08-01 04:57:19,592 - mmaction - INFO - Epoch [50][500/940] lr: 3.649e-01, eta: 2 days, 8:54:59, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5596, loss_cls: 3.2311, loss: 3.2311, grad_norm: 1.1357 2020-08-01 04:57:40,398 - mmaction - INFO - Epoch [50][520/940] lr: 3.649e-01, eta: 2 days, 8:54:37, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5590, loss_cls: 3.2338, loss: 3.2338, grad_norm: 1.1457 2020-08-01 04:58:00,781 - mmaction - INFO - Epoch [50][540/940] lr: 3.649e-01, eta: 2 days, 8:54:12, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5611, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1418 2020-08-01 04:58:21,322 - mmaction - INFO - Epoch [50][560/940] lr: 3.649e-01, eta: 2 days, 8:53:49, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5570, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.1424 2020-08-01 04:58:41,325 - mmaction - INFO - Epoch [50][580/940] lr: 3.649e-01, eta: 2 days, 8:53:23, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5521, loss_cls: 3.2666, loss: 3.2666, grad_norm: 1.1320 2020-08-01 04:59:02,129 - mmaction - INFO - Epoch [50][600/940] lr: 3.649e-01, eta: 2 days, 8:53:01, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5561, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.1347 2020-08-01 04:59:21,989 - mmaction - INFO - Epoch [50][620/940] lr: 3.649e-01, eta: 2 days, 8:52:34, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5529, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.1391 2020-08-01 04:59:42,156 - mmaction - INFO - Epoch [50][640/940] lr: 3.649e-01, eta: 2 days, 8:52:09, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5527, loss_cls: 3.2244, loss: 3.2244, grad_norm: 1.1302 2020-08-01 05:00:03,540 - mmaction - INFO - Epoch [50][660/940] lr: 3.649e-01, eta: 2 days, 8:51:46, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5539, loss_cls: 3.2592, loss: 3.2592, grad_norm: 1.1456 2020-08-01 05:00:26,583 - mmaction - INFO - Epoch [50][680/940] lr: 3.649e-01, eta: 2 days, 8:51:35, time: 1.179, data_time: 0.047, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5641, loss_cls: 3.1922, loss: 3.1922, grad_norm: 1.1340 2020-08-01 05:00:47,041 - mmaction - INFO - Epoch [50][700/940] lr: 3.649e-01, eta: 2 days, 8:51:12, time: 1.036, data_time: 0.036, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5484, loss_cls: 3.2447, loss: 3.2447, grad_norm: 1.1367 2020-08-01 05:01:07,066 - mmaction - INFO - Epoch [50][720/940] lr: 3.649e-01, eta: 2 days, 8:50:47, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5494, loss_cls: 3.2644, loss: 3.2644, grad_norm: 1.1514 2020-08-01 05:01:27,285 - mmaction - INFO - Epoch [50][740/940] lr: 3.649e-01, eta: 2 days, 8:50:22, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5496, loss_cls: 3.2579, loss: 3.2579, grad_norm: 1.1534 2020-08-01 05:01:47,140 - mmaction - INFO - Epoch [50][760/940] lr: 3.649e-01, eta: 2 days, 8:49:56, time: 0.993, data_time: 0.002, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5543, loss_cls: 3.2222, loss: 3.2222, grad_norm: 1.1482 2020-08-01 05:02:07,087 - mmaction - INFO - Epoch [50][780/940] lr: 3.649e-01, eta: 2 days, 8:49:30, time: 0.998, data_time: 0.002, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5404, loss_cls: 3.2793, loss: 3.2793, grad_norm: 1.1400 2020-08-01 05:02:27,839 - mmaction - INFO - Epoch [50][800/940] lr: 3.649e-01, eta: 2 days, 8:49:07, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5602, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.1387 2020-08-01 05:02:47,959 - mmaction - INFO - Epoch [50][820/940] lr: 3.649e-01, eta: 2 days, 8:48:42, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5566, loss_cls: 3.2241, loss: 3.2241, grad_norm: 1.1434 2020-08-01 05:03:08,551 - mmaction - INFO - Epoch [50][840/940] lr: 3.649e-01, eta: 2 days, 8:48:18, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5414, loss_cls: 3.2861, loss: 3.2861, grad_norm: 1.1371 2020-08-01 05:03:28,628 - mmaction - INFO - Epoch [50][860/940] lr: 3.649e-01, eta: 2 days, 8:47:53, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5498, loss_cls: 3.2181, loss: 3.2181, grad_norm: 1.1294 2020-08-01 05:03:48,745 - mmaction - INFO - Epoch [50][880/940] lr: 3.649e-01, eta: 2 days, 8:47:28, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5625, loss_cls: 3.1822, loss: 3.1822, grad_norm: 1.1580 2020-08-01 05:04:09,060 - mmaction - INFO - Epoch [50][900/940] lr: 3.649e-01, eta: 2 days, 8:47:04, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5531, loss_cls: 3.2346, loss: 3.2346, grad_norm: 1.1284 2020-08-01 05:04:29,125 - mmaction - INFO - Epoch [50][920/940] lr: 3.649e-01, eta: 2 days, 8:46:38, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.2893, top5_acc: 0.5414, loss_cls: 3.2865, loss: 3.2865, grad_norm: 1.1609 2020-08-01 05:04:48,654 - mmaction - INFO - Epoch [50][940/940] lr: 3.649e-01, eta: 2 days, 8:46:11, time: 0.974, data_time: 0.006, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5637, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.1497 2020-08-01 05:05:22,318 - mmaction - INFO - Epoch [51][20/940] lr: 3.635e-01, eta: 2 days, 8:46:39, time: 1.658, data_time: 0.623, memory: 6199, top1_acc: 0.2980, top5_acc: 0.5611, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.1288 2020-08-01 05:05:41,896 - mmaction - INFO - Epoch [51][40/940] lr: 3.635e-01, eta: 2 days, 8:46:12, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5543, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.1271 2020-08-01 05:06:01,678 - mmaction - INFO - Epoch [51][60/940] lr: 3.635e-01, eta: 2 days, 8:45:45, time: 0.986, data_time: 0.009, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5730, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.1373 2020-08-01 05:06:21,948 - mmaction - INFO - Epoch [51][80/940] lr: 3.635e-01, eta: 2 days, 8:45:21, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5592, loss_cls: 3.2085, loss: 3.2085, grad_norm: 1.1672 2020-08-01 05:06:42,530 - mmaction - INFO - Epoch [51][100/940] lr: 3.635e-01, eta: 2 days, 8:44:58, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5432, loss_cls: 3.2907, loss: 3.2907, grad_norm: 1.1543 2020-08-01 05:07:03,749 - mmaction - INFO - Epoch [51][120/940] lr: 3.635e-01, eta: 2 days, 8:44:37, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5611, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.1405 2020-08-01 05:07:24,867 - mmaction - INFO - Epoch [51][140/940] lr: 3.635e-01, eta: 2 days, 8:44:15, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.3027, top5_acc: 0.5664, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1273 2020-08-01 05:07:44,637 - mmaction - INFO - Epoch [51][160/940] lr: 3.635e-01, eta: 2 days, 8:43:49, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5551, loss_cls: 3.2113, loss: 3.2113, grad_norm: 1.1455 2020-08-01 05:08:05,427 - mmaction - INFO - Epoch [51][180/940] lr: 3.635e-01, eta: 2 days, 8:43:26, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5563, loss_cls: 3.1911, loss: 3.1911, grad_norm: 1.1452 2020-08-01 05:08:26,565 - mmaction - INFO - Epoch [51][200/940] lr: 3.635e-01, eta: 2 days, 8:43:06, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5555, loss_cls: 3.2375, loss: 3.2375, grad_norm: 1.1548 2020-08-01 05:08:47,311 - mmaction - INFO - Epoch [51][220/940] lr: 3.635e-01, eta: 2 days, 8:42:43, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.2951, top5_acc: 0.5436, loss_cls: 3.2517, loss: 3.2517, grad_norm: 1.1567 2020-08-01 05:09:07,914 - mmaction - INFO - Epoch [51][240/940] lr: 3.635e-01, eta: 2 days, 8:42:20, time: 1.030, data_time: 0.004, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5514, loss_cls: 3.2454, loss: 3.2454, grad_norm: 1.1321 2020-08-01 05:09:28,789 - mmaction - INFO - Epoch [51][260/940] lr: 3.635e-01, eta: 2 days, 8:41:58, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5693, loss_cls: 3.1878, loss: 3.1878, grad_norm: 1.1701 2020-08-01 05:09:48,893 - mmaction - INFO - Epoch [51][280/940] lr: 3.635e-01, eta: 2 days, 8:41:33, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5592, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1589 2020-08-01 05:10:10,024 - mmaction - INFO - Epoch [51][300/940] lr: 3.635e-01, eta: 2 days, 8:41:11, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5584, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.1941 2020-08-01 05:10:31,678 - mmaction - INFO - Epoch [51][320/940] lr: 3.635e-01, eta: 2 days, 8:40:52, time: 1.082, data_time: 0.005, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5590, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1541 2020-08-01 05:10:51,947 - mmaction - INFO - Epoch [51][340/940] lr: 3.635e-01, eta: 2 days, 8:40:28, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5561, loss_cls: 3.1785, loss: 3.1785, grad_norm: 1.1198 2020-08-01 05:11:13,108 - mmaction - INFO - Epoch [51][360/940] lr: 3.635e-01, eta: 2 days, 8:40:07, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5609, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1519 2020-08-01 05:11:33,131 - mmaction - INFO - Epoch [51][380/940] lr: 3.635e-01, eta: 2 days, 8:39:42, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5572, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1667 2020-08-01 05:11:54,381 - mmaction - INFO - Epoch [51][400/940] lr: 3.635e-01, eta: 2 days, 8:39:21, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5646, loss_cls: 3.1899, loss: 3.1899, grad_norm: 1.1642 2020-08-01 05:12:15,169 - mmaction - INFO - Epoch [51][420/940] lr: 3.635e-01, eta: 2 days, 8:38:59, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5504, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1467 2020-08-01 05:12:35,111 - mmaction - INFO - Epoch [51][440/940] lr: 3.635e-01, eta: 2 days, 8:38:33, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5424, loss_cls: 3.2425, loss: 3.2425, grad_norm: 1.1375 2020-08-01 05:12:56,104 - mmaction - INFO - Epoch [51][460/940] lr: 3.635e-01, eta: 2 days, 8:38:11, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.2912, top5_acc: 0.5365, loss_cls: 3.2765, loss: 3.2765, grad_norm: 1.1264 2020-08-01 05:13:16,552 - mmaction - INFO - Epoch [51][480/940] lr: 3.635e-01, eta: 2 days, 8:37:48, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.2986, top5_acc: 0.5498, loss_cls: 3.2619, loss: 3.2619, grad_norm: 1.1492 2020-08-01 05:13:37,328 - mmaction - INFO - Epoch [51][500/940] lr: 3.635e-01, eta: 2 days, 8:37:25, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.2949, top5_acc: 0.5551, loss_cls: 3.2427, loss: 3.2427, grad_norm: 1.1522 2020-08-01 05:13:57,924 - mmaction - INFO - Epoch [51][520/940] lr: 3.635e-01, eta: 2 days, 8:37:02, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5461, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.1386 2020-08-01 05:14:18,886 - mmaction - INFO - Epoch [51][540/940] lr: 3.635e-01, eta: 2 days, 8:36:40, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5543, loss_cls: 3.2364, loss: 3.2364, grad_norm: 1.1534 2020-08-01 05:14:38,429 - mmaction - INFO - Epoch [51][560/940] lr: 3.635e-01, eta: 2 days, 8:36:13, time: 0.978, data_time: 0.006, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5533, loss_cls: 3.2408, loss: 3.2408, grad_norm: 1.1197 2020-08-01 05:14:59,763 - mmaction - INFO - Epoch [51][580/940] lr: 3.635e-01, eta: 2 days, 8:35:52, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5574, loss_cls: 3.2406, loss: 3.2406, grad_norm: 1.1400 2020-08-01 05:15:20,362 - mmaction - INFO - Epoch [51][600/940] lr: 3.635e-01, eta: 2 days, 8:35:29, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.1324 2020-08-01 05:15:41,489 - mmaction - INFO - Epoch [51][620/940] lr: 3.635e-01, eta: 2 days, 8:35:08, time: 1.064, data_time: 0.010, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5512, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.1278 2020-08-01 05:16:02,564 - mmaction - INFO - Epoch [51][640/940] lr: 3.635e-01, eta: 2 days, 8:34:47, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.2902, top5_acc: 0.5469, loss_cls: 3.2908, loss: 3.2908, grad_norm: 1.1363 2020-08-01 05:16:23,273 - mmaction - INFO - Epoch [51][660/940] lr: 3.635e-01, eta: 2 days, 8:34:24, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5531, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.1403 2020-08-01 05:16:44,458 - mmaction - INFO - Epoch [51][680/940] lr: 3.635e-01, eta: 2 days, 8:34:03, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5648, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.1419 2020-08-01 05:17:04,765 - mmaction - INFO - Epoch [51][700/940] lr: 3.635e-01, eta: 2 days, 8:33:39, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5633, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.1348 2020-08-01 05:17:25,941 - mmaction - INFO - Epoch [51][720/940] lr: 3.635e-01, eta: 2 days, 8:33:18, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5500, loss_cls: 3.2430, loss: 3.2430, grad_norm: 1.1327 2020-08-01 05:17:47,623 - mmaction - INFO - Epoch [51][740/940] lr: 3.635e-01, eta: 2 days, 8:33:00, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5574, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.1579 2020-08-01 05:18:08,395 - mmaction - INFO - Epoch [51][760/940] lr: 3.635e-01, eta: 2 days, 8:32:37, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5734, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1461 2020-08-01 05:18:28,826 - mmaction - INFO - Epoch [51][780/940] lr: 3.635e-01, eta: 2 days, 8:32:13, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.2939, top5_acc: 0.5498, loss_cls: 3.2326, loss: 3.2326, grad_norm: 1.1641 2020-08-01 05:18:49,758 - mmaction - INFO - Epoch [51][800/940] lr: 3.635e-01, eta: 2 days, 8:31:51, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5402, loss_cls: 3.3062, loss: 3.3062, grad_norm: 1.1673 2020-08-01 05:19:09,494 - mmaction - INFO - Epoch [51][820/940] lr: 3.635e-01, eta: 2 days, 8:31:25, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5531, loss_cls: 3.2556, loss: 3.2556, grad_norm: 1.1420 2020-08-01 05:19:30,752 - mmaction - INFO - Epoch [51][840/940] lr: 3.635e-01, eta: 2 days, 8:31:04, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5672, loss_cls: 3.2104, loss: 3.2104, grad_norm: 1.1407 2020-08-01 05:19:51,371 - mmaction - INFO - Epoch [51][860/940] lr: 3.635e-01, eta: 2 days, 8:30:41, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5676, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1502 2020-08-01 05:20:12,967 - mmaction - INFO - Epoch [51][880/940] lr: 3.635e-01, eta: 2 days, 8:30:22, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5437, loss_cls: 3.2797, loss: 3.2797, grad_norm: 1.1320 2020-08-01 05:20:33,637 - mmaction - INFO - Epoch [51][900/940] lr: 3.635e-01, eta: 2 days, 8:29:59, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5379, loss_cls: 3.2521, loss: 3.2521, grad_norm: 1.1392 2020-08-01 05:20:53,602 - mmaction - INFO - Epoch [51][920/940] lr: 3.635e-01, eta: 2 days, 8:29:34, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5586, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1186 2020-08-01 05:21:13,031 - mmaction - INFO - Epoch [51][940/940] lr: 3.635e-01, eta: 2 days, 8:29:06, time: 0.968, data_time: 0.002, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5737, loss_cls: 3.1910, loss: 3.1910, grad_norm: 1.1661 2020-08-01 05:21:43,314 - mmaction - INFO - Epoch [52][20/940] lr: 3.621e-01, eta: 2 days, 8:29:20, time: 1.496, data_time: 0.483, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5670, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.1547 2020-08-01 05:22:03,034 - mmaction - INFO - Epoch [52][40/940] lr: 3.621e-01, eta: 2 days, 8:28:53, time: 0.988, data_time: 0.010, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5621, loss_cls: 3.1763, loss: 3.1763, grad_norm: 1.1577 2020-08-01 05:22:23,307 - mmaction - INFO - Epoch [52][60/940] lr: 3.621e-01, eta: 2 days, 8:28:29, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.2914, top5_acc: 0.5473, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.1582 2020-08-01 05:22:44,514 - mmaction - INFO - Epoch [52][80/940] lr: 3.621e-01, eta: 2 days, 8:28:08, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5529, loss_cls: 3.2280, loss: 3.2280, grad_norm: 1.1338 2020-08-01 05:23:05,242 - mmaction - INFO - Epoch [52][100/940] lr: 3.621e-01, eta: 2 days, 8:27:45, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5678, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.1611 2020-08-01 05:23:25,367 - mmaction - INFO - Epoch [52][120/940] lr: 3.621e-01, eta: 2 days, 8:27:20, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5570, loss_cls: 3.2111, loss: 3.2111, grad_norm: 1.1496 2020-08-01 05:23:46,011 - mmaction - INFO - Epoch [52][140/940] lr: 3.621e-01, eta: 2 days, 8:26:57, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5574, loss_cls: 3.1949, loss: 3.1949, grad_norm: 1.1560 2020-08-01 05:24:06,281 - mmaction - INFO - Epoch [52][160/940] lr: 3.621e-01, eta: 2 days, 8:26:33, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5570, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.1477 2020-08-01 05:24:27,373 - mmaction - INFO - Epoch [52][180/940] lr: 3.621e-01, eta: 2 days, 8:26:12, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5516, loss_cls: 3.2578, loss: 3.2578, grad_norm: 1.1529 2020-08-01 05:24:48,853 - mmaction - INFO - Epoch [52][200/940] lr: 3.621e-01, eta: 2 days, 8:25:52, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5553, loss_cls: 3.2317, loss: 3.2317, grad_norm: 1.1426 2020-08-01 05:25:09,713 - mmaction - INFO - Epoch [52][220/940] lr: 3.621e-01, eta: 2 days, 8:25:30, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5609, loss_cls: 3.2383, loss: 3.2383, grad_norm: 1.1382 2020-08-01 05:25:30,344 - mmaction - INFO - Epoch [52][240/940] lr: 3.621e-01, eta: 2 days, 8:25:07, time: 1.034, data_time: 0.004, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5545, loss_cls: 3.2111, loss: 3.2111, grad_norm: 1.1384 2020-08-01 05:25:50,637 - mmaction - INFO - Epoch [52][260/940] lr: 3.621e-01, eta: 2 days, 8:24:42, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5557, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.1528 2020-08-01 05:26:11,616 - mmaction - INFO - Epoch [52][280/940] lr: 3.621e-01, eta: 2 days, 8:24:21, time: 1.051, data_time: 0.010, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5588, loss_cls: 3.2077, loss: 3.2077, grad_norm: 1.1559 2020-08-01 05:26:32,234 - mmaction - INFO - Epoch [52][300/940] lr: 3.621e-01, eta: 2 days, 8:23:58, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5430, loss_cls: 3.2626, loss: 3.2626, grad_norm: 1.1272 2020-08-01 05:26:52,518 - mmaction - INFO - Epoch [52][320/940] lr: 3.621e-01, eta: 2 days, 8:23:34, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5641, loss_cls: 3.1829, loss: 3.1829, grad_norm: 1.1519 2020-08-01 05:27:14,046 - mmaction - INFO - Epoch [52][340/940] lr: 3.621e-01, eta: 2 days, 8:23:14, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.2965, top5_acc: 0.5523, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1496 2020-08-01 05:27:35,313 - mmaction - INFO - Epoch [52][360/940] lr: 3.621e-01, eta: 2 days, 8:22:54, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5643, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.1492 2020-08-01 05:27:56,522 - mmaction - INFO - Epoch [52][380/940] lr: 3.621e-01, eta: 2 days, 8:22:33, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5422, loss_cls: 3.2670, loss: 3.2670, grad_norm: 1.1441 2020-08-01 05:28:16,619 - mmaction - INFO - Epoch [52][400/940] lr: 3.621e-01, eta: 2 days, 8:22:08, time: 1.000, data_time: 0.002, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5598, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1438 2020-08-01 05:28:36,707 - mmaction - INFO - Epoch [52][420/940] lr: 3.621e-01, eta: 2 days, 8:21:43, time: 1.007, data_time: 0.011, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5482, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1386 2020-08-01 05:28:57,206 - mmaction - INFO - Epoch [52][440/940] lr: 3.621e-01, eta: 2 days, 8:21:19, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5508, loss_cls: 3.2192, loss: 3.2192, grad_norm: 1.1397 2020-08-01 05:29:17,544 - mmaction - INFO - Epoch [52][460/940] lr: 3.621e-01, eta: 2 days, 8:20:55, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5570, loss_cls: 3.2062, loss: 3.2062, grad_norm: 1.1519 2020-08-01 05:29:37,880 - mmaction - INFO - Epoch [52][480/940] lr: 3.621e-01, eta: 2 days, 8:20:31, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5500, loss_cls: 3.2265, loss: 3.2265, grad_norm: 1.1246 2020-08-01 05:29:58,817 - mmaction - INFO - Epoch [52][500/940] lr: 3.621e-01, eta: 2 days, 8:20:09, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5572, loss_cls: 3.2232, loss: 3.2232, grad_norm: 1.1523 2020-08-01 05:30:20,472 - mmaction - INFO - Epoch [52][520/940] lr: 3.621e-01, eta: 2 days, 8:19:50, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5434, loss_cls: 3.2754, loss: 3.2754, grad_norm: 1.1438 2020-08-01 05:30:40,732 - mmaction - INFO - Epoch [52][540/940] lr: 3.621e-01, eta: 2 days, 8:19:26, time: 1.017, data_time: 0.012, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5619, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.1512 2020-08-01 05:31:00,633 - mmaction - INFO - Epoch [52][560/940] lr: 3.621e-01, eta: 2 days, 8:19:00, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.2967, top5_acc: 0.5541, loss_cls: 3.2381, loss: 3.2381, grad_norm: 1.1760 2020-08-01 05:31:21,546 - mmaction - INFO - Epoch [52][580/940] lr: 3.621e-01, eta: 2 days, 8:18:38, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5572, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.1446 2020-08-01 05:31:43,236 - mmaction - INFO - Epoch [52][600/940] lr: 3.621e-01, eta: 2 days, 8:18:19, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5598, loss_cls: 3.2378, loss: 3.2378, grad_norm: 1.1338 2020-08-01 05:32:03,930 - mmaction - INFO - Epoch [52][620/940] lr: 3.621e-01, eta: 2 days, 8:17:57, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5529, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.1455 2020-08-01 05:32:24,172 - mmaction - INFO - Epoch [52][640/940] lr: 3.621e-01, eta: 2 days, 8:17:32, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5602, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.1367 2020-08-01 05:32:45,191 - mmaction - INFO - Epoch [52][660/940] lr: 3.621e-01, eta: 2 days, 8:17:11, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5576, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.1522 2020-08-01 05:33:06,481 - mmaction - INFO - Epoch [52][680/940] lr: 3.621e-01, eta: 2 days, 8:16:50, time: 1.065, data_time: 0.006, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5559, loss_cls: 3.2134, loss: 3.2134, grad_norm: 1.1448 2020-08-01 05:33:27,372 - mmaction - INFO - Epoch [52][700/940] lr: 3.621e-01, eta: 2 days, 8:16:28, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5570, loss_cls: 3.2270, loss: 3.2270, grad_norm: 1.1424 2020-08-01 05:33:48,593 - mmaction - INFO - Epoch [52][720/940] lr: 3.621e-01, eta: 2 days, 8:16:08, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5641, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.1516 2020-08-01 05:34:09,231 - mmaction - INFO - Epoch [52][740/940] lr: 3.621e-01, eta: 2 days, 8:15:45, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5629, loss_cls: 3.1750, loss: 3.1750, grad_norm: 1.1206 2020-08-01 05:34:30,287 - mmaction - INFO - Epoch [52][760/940] lr: 3.621e-01, eta: 2 days, 8:15:23, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5430, loss_cls: 3.3017, loss: 3.3017, grad_norm: 1.1470 2020-08-01 05:34:51,082 - mmaction - INFO - Epoch [52][780/940] lr: 3.621e-01, eta: 2 days, 8:15:01, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5617, loss_cls: 3.2063, loss: 3.2063, grad_norm: 1.1381 2020-08-01 05:35:11,199 - mmaction - INFO - Epoch [52][800/940] lr: 3.621e-01, eta: 2 days, 8:14:36, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5604, loss_cls: 3.1925, loss: 3.1925, grad_norm: 1.1532 2020-08-01 05:35:31,971 - mmaction - INFO - Epoch [52][820/940] lr: 3.621e-01, eta: 2 days, 8:14:14, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5514, loss_cls: 3.2274, loss: 3.2274, grad_norm: 1.1415 2020-08-01 05:35:52,807 - mmaction - INFO - Epoch [52][840/940] lr: 3.621e-01, eta: 2 days, 8:13:51, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5504, loss_cls: 3.2322, loss: 3.2322, grad_norm: 1.1559 2020-08-01 05:36:14,073 - mmaction - INFO - Epoch [52][860/940] lr: 3.621e-01, eta: 2 days, 8:13:31, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5492, loss_cls: 3.2682, loss: 3.2682, grad_norm: 1.1338 2020-08-01 05:36:34,798 - mmaction - INFO - Epoch [52][880/940] lr: 3.621e-01, eta: 2 days, 8:13:08, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5578, loss_cls: 3.2403, loss: 3.2403, grad_norm: 1.1453 2020-08-01 05:36:55,031 - mmaction - INFO - Epoch [52][900/940] lr: 3.621e-01, eta: 2 days, 8:12:44, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3020, top5_acc: 0.5492, loss_cls: 3.2581, loss: 3.2581, grad_norm: 1.1401 2020-08-01 05:37:16,481 - mmaction - INFO - Epoch [52][920/940] lr: 3.621e-01, eta: 2 days, 8:12:24, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5416, loss_cls: 3.2827, loss: 3.2827, grad_norm: 1.1374 2020-08-01 05:37:35,297 - mmaction - INFO - Epoch [52][940/940] lr: 3.621e-01, eta: 2 days, 8:11:54, time: 0.941, data_time: 0.007, memory: 6199, top1_acc: 0.3153, top5_acc: 0.5603, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.1529 2020-08-01 05:37:35,599 - mmaction - INFO - Saving checkpoint at 52 epochs 2020-08-01 05:38:05,648 - mmaction - INFO - Epoch [53][20/940] lr: 3.606e-01, eta: 2 days, 8:12:04, time: 1.444, data_time: 0.455, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5596, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.1552 2020-08-01 05:38:27,004 - mmaction - INFO - Epoch [53][40/940] lr: 3.606e-01, eta: 2 days, 8:11:44, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5623, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.1412 2020-08-01 05:38:47,264 - mmaction - INFO - Epoch [53][60/940] lr: 3.606e-01, eta: 2 days, 8:11:19, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5586, loss_cls: 3.2078, loss: 3.2078, grad_norm: 1.1609 2020-08-01 05:39:07,065 - mmaction - INFO - Epoch [53][80/940] lr: 3.606e-01, eta: 2 days, 8:10:53, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5619, loss_cls: 3.1530, loss: 3.1530, grad_norm: 1.1341 2020-08-01 05:39:27,739 - mmaction - INFO - Epoch [53][100/940] lr: 3.606e-01, eta: 2 days, 8:10:30, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5551, loss_cls: 3.2157, loss: 3.2157, grad_norm: 1.1673 2020-08-01 05:39:48,429 - mmaction - INFO - Epoch [53][120/940] lr: 3.606e-01, eta: 2 days, 8:10:07, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5500, loss_cls: 3.2422, loss: 3.2422, grad_norm: 1.1385 2020-08-01 05:40:08,377 - mmaction - INFO - Epoch [53][140/940] lr: 3.606e-01, eta: 2 days, 8:09:42, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5652, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.1385 2020-08-01 05:40:29,652 - mmaction - INFO - Epoch [53][160/940] lr: 3.606e-01, eta: 2 days, 8:09:21, time: 1.062, data_time: 0.003, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5504, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.1630 2020-08-01 05:40:49,695 - mmaction - INFO - Epoch [53][180/940] lr: 3.606e-01, eta: 2 days, 8:08:56, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5602, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1164 2020-08-01 05:41:10,386 - mmaction - INFO - Epoch [53][200/940] lr: 3.606e-01, eta: 2 days, 8:08:33, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5691, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.1590 2020-08-01 05:41:31,513 - mmaction - INFO - Epoch [53][220/940] lr: 3.606e-01, eta: 2 days, 8:08:12, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5537, loss_cls: 3.2471, loss: 3.2471, grad_norm: 1.1564 2020-08-01 05:41:52,513 - mmaction - INFO - Epoch [53][240/940] lr: 3.606e-01, eta: 2 days, 8:07:51, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5574, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1322 2020-08-01 05:42:13,514 - mmaction - INFO - Epoch [53][260/940] lr: 3.606e-01, eta: 2 days, 8:07:29, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.3115, top5_acc: 0.5598, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.1636 2020-08-01 05:42:34,699 - mmaction - INFO - Epoch [53][280/940] lr: 3.606e-01, eta: 2 days, 8:07:08, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5668, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.1599 2020-08-01 05:42:55,047 - mmaction - INFO - Epoch [53][300/940] lr: 3.606e-01, eta: 2 days, 8:06:45, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5551, loss_cls: 3.1784, loss: 3.1784, grad_norm: 1.1612 2020-08-01 05:43:15,815 - mmaction - INFO - Epoch [53][320/940] lr: 3.606e-01, eta: 2 days, 8:06:22, time: 1.039, data_time: 0.004, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5602, loss_cls: 3.2102, loss: 3.2102, grad_norm: 1.1467 2020-08-01 05:43:37,011 - mmaction - INFO - Epoch [53][340/940] lr: 3.606e-01, eta: 2 days, 8:06:01, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5607, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.1646 2020-08-01 05:43:57,723 - mmaction - INFO - Epoch [53][360/940] lr: 3.606e-01, eta: 2 days, 8:05:39, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5508, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1582 2020-08-01 05:44:17,757 - mmaction - INFO - Epoch [53][380/940] lr: 3.606e-01, eta: 2 days, 8:05:13, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5582, loss_cls: 3.2129, loss: 3.2129, grad_norm: 1.1522 2020-08-01 05:44:37,947 - mmaction - INFO - Epoch [53][400/940] lr: 3.606e-01, eta: 2 days, 8:04:49, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5670, loss_cls: 3.1767, loss: 3.1767, grad_norm: 1.1680 2020-08-01 05:44:57,956 - mmaction - INFO - Epoch [53][420/940] lr: 3.606e-01, eta: 2 days, 8:04:23, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.2961, top5_acc: 0.5531, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.1493 2020-08-01 05:45:18,034 - mmaction - INFO - Epoch [53][440/940] lr: 3.606e-01, eta: 2 days, 8:03:58, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5646, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.1434 2020-08-01 05:45:38,012 - mmaction - INFO - Epoch [53][460/940] lr: 3.606e-01, eta: 2 days, 8:03:33, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5547, loss_cls: 3.1995, loss: 3.1995, grad_norm: 1.1338 2020-08-01 05:45:58,797 - mmaction - INFO - Epoch [53][480/940] lr: 3.606e-01, eta: 2 days, 8:03:11, time: 1.038, data_time: 0.010, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5584, loss_cls: 3.1948, loss: 3.1948, grad_norm: 1.1529 2020-08-01 05:46:18,736 - mmaction - INFO - Epoch [53][500/940] lr: 3.606e-01, eta: 2 days, 8:02:45, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5479, loss_cls: 3.2266, loss: 3.2266, grad_norm: 1.1593 2020-08-01 05:46:38,402 - mmaction - INFO - Epoch [53][520/940] lr: 3.606e-01, eta: 2 days, 8:02:18, time: 0.982, data_time: 0.008, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5525, loss_cls: 3.2655, loss: 3.2655, grad_norm: 1.1382 2020-08-01 05:46:59,251 - mmaction - INFO - Epoch [53][540/940] lr: 3.606e-01, eta: 2 days, 8:01:57, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5521, loss_cls: 3.2247, loss: 3.2247, grad_norm: 1.1384 2020-08-01 05:47:19,350 - mmaction - INFO - Epoch [53][560/940] lr: 3.606e-01, eta: 2 days, 8:01:31, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5604, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1739 2020-08-01 05:47:39,775 - mmaction - INFO - Epoch [53][580/940] lr: 3.606e-01, eta: 2 days, 8:01:08, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5539, loss_cls: 3.2638, loss: 3.2638, grad_norm: 1.1357 2020-08-01 05:47:59,955 - mmaction - INFO - Epoch [53][600/940] lr: 3.606e-01, eta: 2 days, 8:00:43, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5604, loss_cls: 3.2151, loss: 3.2151, grad_norm: 1.1262 2020-08-01 05:48:20,052 - mmaction - INFO - Epoch [53][620/940] lr: 3.606e-01, eta: 2 days, 8:00:18, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5568, loss_cls: 3.2236, loss: 3.2236, grad_norm: 1.1314 2020-08-01 05:48:40,230 - mmaction - INFO - Epoch [53][640/940] lr: 3.606e-01, eta: 2 days, 7:59:54, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5520, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.1502 2020-08-01 05:49:00,494 - mmaction - INFO - Epoch [53][660/940] lr: 3.606e-01, eta: 2 days, 7:59:29, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5645, loss_cls: 3.1594, loss: 3.1594, grad_norm: 1.1404 2020-08-01 05:49:20,328 - mmaction - INFO - Epoch [53][680/940] lr: 3.606e-01, eta: 2 days, 7:59:03, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5543, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.1334 2020-08-01 05:49:40,301 - mmaction - INFO - Epoch [53][700/940] lr: 3.606e-01, eta: 2 days, 7:58:38, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5512, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.1411 2020-08-01 05:50:00,424 - mmaction - INFO - Epoch [53][720/940] lr: 3.606e-01, eta: 2 days, 7:58:13, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5604, loss_cls: 3.2215, loss: 3.2215, grad_norm: 1.1450 2020-08-01 05:50:20,069 - mmaction - INFO - Epoch [53][740/940] lr: 3.606e-01, eta: 2 days, 7:57:46, time: 0.981, data_time: 0.008, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5611, loss_cls: 3.2221, loss: 3.2221, grad_norm: 1.1672 2020-08-01 05:50:40,096 - mmaction - INFO - Epoch [53][760/940] lr: 3.606e-01, eta: 2 days, 7:57:21, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.2914, top5_acc: 0.5484, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.1406 2020-08-01 05:51:00,028 - mmaction - INFO - Epoch [53][780/940] lr: 3.606e-01, eta: 2 days, 7:56:56, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5535, loss_cls: 3.2365, loss: 3.2365, grad_norm: 1.1509 2020-08-01 05:51:20,231 - mmaction - INFO - Epoch [53][800/940] lr: 3.606e-01, eta: 2 days, 7:56:31, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5443, loss_cls: 3.2720, loss: 3.2720, grad_norm: 1.1491 2020-08-01 05:51:40,413 - mmaction - INFO - Epoch [53][820/940] lr: 3.606e-01, eta: 2 days, 7:56:07, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5613, loss_cls: 3.1726, loss: 3.1726, grad_norm: 1.1519 2020-08-01 05:52:00,603 - mmaction - INFO - Epoch [53][840/940] lr: 3.606e-01, eta: 2 days, 7:55:42, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5516, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1425 2020-08-01 05:52:20,398 - mmaction - INFO - Epoch [53][860/940] lr: 3.606e-01, eta: 2 days, 7:55:16, time: 0.989, data_time: 0.003, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2386, loss: 3.2386, grad_norm: 1.1205 2020-08-01 05:52:40,749 - mmaction - INFO - Epoch [53][880/940] lr: 3.606e-01, eta: 2 days, 7:54:52, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5541, loss_cls: 3.2108, loss: 3.2108, grad_norm: 1.1650 2020-08-01 05:53:01,066 - mmaction - INFO - Epoch [53][900/940] lr: 3.606e-01, eta: 2 days, 7:54:28, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5602, loss_cls: 3.2006, loss: 3.2006, grad_norm: 1.1294 2020-08-01 05:53:21,180 - mmaction - INFO - Epoch [53][920/940] lr: 3.606e-01, eta: 2 days, 7:54:03, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5668, loss_cls: 3.1882, loss: 3.1882, grad_norm: 1.1650 2020-08-01 05:53:39,809 - mmaction - INFO - Epoch [53][940/940] lr: 3.606e-01, eta: 2 days, 7:53:32, time: 0.929, data_time: 0.006, memory: 6199, top1_acc: 0.3007, top5_acc: 0.5448, loss_cls: 3.2974, loss: 3.2974, grad_norm: 1.1514 2020-08-01 05:54:10,586 - mmaction - INFO - Epoch [54][20/940] lr: 3.592e-01, eta: 2 days, 7:53:47, time: 1.522, data_time: 0.524, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5420, loss_cls: 3.2540, loss: 3.2540, grad_norm: 1.1751 2020-08-01 05:54:30,992 - mmaction - INFO - Epoch [54][40/940] lr: 3.592e-01, eta: 2 days, 7:53:23, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5529, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1463 2020-08-01 05:54:51,999 - mmaction - INFO - Epoch [54][60/940] lr: 3.592e-01, eta: 2 days, 7:53:02, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5604, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1388 2020-08-01 05:55:12,713 - mmaction - INFO - Epoch [54][80/940] lr: 3.592e-01, eta: 2 days, 7:52:39, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5541, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1530 2020-08-01 05:55:34,050 - mmaction - INFO - Epoch [54][100/940] lr: 3.592e-01, eta: 2 days, 7:52:19, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5557, loss_cls: 3.2101, loss: 3.2101, grad_norm: 1.1494 2020-08-01 05:55:53,838 - mmaction - INFO - Epoch [54][120/940] lr: 3.592e-01, eta: 2 days, 7:51:53, time: 0.989, data_time: 0.005, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5533, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.1469 2020-08-01 05:56:13,518 - mmaction - INFO - Epoch [54][140/940] lr: 3.592e-01, eta: 2 days, 7:51:27, time: 0.984, data_time: 0.003, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5641, loss_cls: 3.1700, loss: 3.1700, grad_norm: 1.1576 2020-08-01 05:56:35,196 - mmaction - INFO - Epoch [54][160/940] lr: 3.592e-01, eta: 2 days, 7:51:08, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5523, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.1604 2020-08-01 05:56:55,527 - mmaction - INFO - Epoch [54][180/940] lr: 3.592e-01, eta: 2 days, 7:50:44, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5480, loss_cls: 3.2385, loss: 3.2385, grad_norm: 1.1573 2020-08-01 05:57:16,455 - mmaction - INFO - Epoch [54][200/940] lr: 3.592e-01, eta: 2 days, 7:50:22, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5525, loss_cls: 3.2209, loss: 3.2209, grad_norm: 1.1650 2020-08-01 05:57:36,278 - mmaction - INFO - Epoch [54][220/940] lr: 3.592e-01, eta: 2 days, 7:49:56, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5674, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.1556 2020-08-01 05:57:56,595 - mmaction - INFO - Epoch [54][240/940] lr: 3.592e-01, eta: 2 days, 7:49:32, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.2943, top5_acc: 0.5520, loss_cls: 3.2602, loss: 3.2602, grad_norm: 1.1647 2020-08-01 05:58:17,606 - mmaction - INFO - Epoch [54][260/940] lr: 3.592e-01, eta: 2 days, 7:49:11, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5572, loss_cls: 3.1825, loss: 3.1825, grad_norm: 1.1482 2020-08-01 05:58:37,813 - mmaction - INFO - Epoch [54][280/940] lr: 3.592e-01, eta: 2 days, 7:48:46, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5566, loss_cls: 3.2304, loss: 3.2304, grad_norm: 1.1678 2020-08-01 05:58:59,212 - mmaction - INFO - Epoch [54][300/940] lr: 3.592e-01, eta: 2 days, 7:48:26, time: 1.072, data_time: 0.005, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5604, loss_cls: 3.1867, loss: 3.1867, grad_norm: 1.1321 2020-08-01 05:59:18,781 - mmaction - INFO - Epoch [54][320/940] lr: 3.592e-01, eta: 2 days, 7:47:59, time: 0.977, data_time: 0.006, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5521, loss_cls: 3.2263, loss: 3.2263, grad_norm: 1.1859 2020-08-01 05:59:39,813 - mmaction - INFO - Epoch [54][340/940] lr: 3.592e-01, eta: 2 days, 7:47:38, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5506, loss_cls: 3.2438, loss: 3.2438, grad_norm: 1.1474 2020-08-01 06:00:00,920 - mmaction - INFO - Epoch [54][360/940] lr: 3.592e-01, eta: 2 days, 7:47:17, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5467, loss_cls: 3.2243, loss: 3.2243, grad_norm: 1.1590 2020-08-01 06:00:24,410 - mmaction - INFO - Epoch [54][380/940] lr: 3.592e-01, eta: 2 days, 7:47:05, time: 1.170, data_time: 0.007, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5492, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1358 2020-08-01 06:00:45,575 - mmaction - INFO - Epoch [54][400/940] lr: 3.592e-01, eta: 2 days, 7:46:44, time: 1.062, data_time: 0.021, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5680, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.1201 2020-08-01 06:01:06,083 - mmaction - INFO - Epoch [54][420/940] lr: 3.592e-01, eta: 2 days, 7:46:21, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5518, loss_cls: 3.2269, loss: 3.2269, grad_norm: 1.1703 2020-08-01 06:01:26,931 - mmaction - INFO - Epoch [54][440/940] lr: 3.592e-01, eta: 2 days, 7:45:59, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5578, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.1536 2020-08-01 06:01:47,773 - mmaction - INFO - Epoch [54][460/940] lr: 3.592e-01, eta: 2 days, 7:45:37, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5434, loss_cls: 3.2312, loss: 3.2312, grad_norm: 1.1595 2020-08-01 06:02:09,084 - mmaction - INFO - Epoch [54][480/940] lr: 3.592e-01, eta: 2 days, 7:45:17, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5449, loss_cls: 3.2596, loss: 3.2596, grad_norm: 1.1615 2020-08-01 06:02:30,113 - mmaction - INFO - Epoch [54][500/940] lr: 3.592e-01, eta: 2 days, 7:44:55, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5637, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1182 2020-08-01 06:02:49,927 - mmaction - INFO - Epoch [54][520/940] lr: 3.592e-01, eta: 2 days, 7:44:29, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5463, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.1417 2020-08-01 06:03:09,943 - mmaction - INFO - Epoch [54][540/940] lr: 3.592e-01, eta: 2 days, 7:44:04, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5619, loss_cls: 3.1956, loss: 3.1956, grad_norm: 1.1866 2020-08-01 06:03:30,657 - mmaction - INFO - Epoch [54][560/940] lr: 3.592e-01, eta: 2 days, 7:43:42, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5611, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1558 2020-08-01 06:03:51,274 - mmaction - INFO - Epoch [54][580/940] lr: 3.592e-01, eta: 2 days, 7:43:19, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5607, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.1606 2020-08-01 06:04:12,628 - mmaction - INFO - Epoch [54][600/940] lr: 3.592e-01, eta: 2 days, 7:42:59, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3000, top5_acc: 0.5545, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1339 2020-08-01 06:04:32,837 - mmaction - INFO - Epoch [54][620/940] lr: 3.592e-01, eta: 2 days, 7:42:34, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5568, loss_cls: 3.1975, loss: 3.1975, grad_norm: 1.1593 2020-08-01 06:04:53,009 - mmaction - INFO - Epoch [54][640/940] lr: 3.592e-01, eta: 2 days, 7:42:10, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5561, loss_cls: 3.2290, loss: 3.2290, grad_norm: 1.1619 2020-08-01 06:05:13,979 - mmaction - INFO - Epoch [54][660/940] lr: 3.592e-01, eta: 2 days, 7:41:48, time: 1.046, data_time: 0.001, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5633, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.1595 2020-08-01 06:05:34,196 - mmaction - INFO - Epoch [54][680/940] lr: 3.592e-01, eta: 2 days, 7:41:24, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5652, loss_cls: 3.1627, loss: 3.1627, grad_norm: 1.1413 2020-08-01 06:05:54,740 - mmaction - INFO - Epoch [54][700/940] lr: 3.592e-01, eta: 2 days, 7:41:01, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5588, loss_cls: 3.1916, loss: 3.1916, grad_norm: 1.1818 2020-08-01 06:06:15,734 - mmaction - INFO - Epoch [54][720/940] lr: 3.592e-01, eta: 2 days, 7:40:39, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5582, loss_cls: 3.2158, loss: 3.2158, grad_norm: 1.1777 2020-08-01 06:06:36,378 - mmaction - INFO - Epoch [54][740/940] lr: 3.592e-01, eta: 2 days, 7:40:17, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5580, loss_cls: 3.2504, loss: 3.2504, grad_norm: 1.1585 2020-08-01 06:06:57,463 - mmaction - INFO - Epoch [54][760/940] lr: 3.592e-01, eta: 2 days, 7:39:56, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5566, loss_cls: 3.2330, loss: 3.2330, grad_norm: 1.1605 2020-08-01 06:07:17,476 - mmaction - INFO - Epoch [54][780/940] lr: 3.592e-01, eta: 2 days, 7:39:31, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5484, loss_cls: 3.2467, loss: 3.2467, grad_norm: 1.1636 2020-08-01 06:07:37,375 - mmaction - INFO - Epoch [54][800/940] lr: 3.592e-01, eta: 2 days, 7:39:05, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5598, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.1360 2020-08-01 06:07:57,937 - mmaction - INFO - Epoch [54][820/940] lr: 3.592e-01, eta: 2 days, 7:38:42, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5701, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.1729 2020-08-01 06:08:18,328 - mmaction - INFO - Epoch [54][840/940] lr: 3.592e-01, eta: 2 days, 7:38:18, time: 1.018, data_time: 0.004, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5609, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1745 2020-08-01 06:08:39,595 - mmaction - INFO - Epoch [54][860/940] lr: 3.592e-01, eta: 2 days, 7:37:58, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5521, loss_cls: 3.2429, loss: 3.2429, grad_norm: 1.1657 2020-08-01 06:09:00,152 - mmaction - INFO - Epoch [54][880/940] lr: 3.592e-01, eta: 2 days, 7:37:35, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5598, loss_cls: 3.2135, loss: 3.2135, grad_norm: 1.1481 2020-08-01 06:09:20,666 - mmaction - INFO - Epoch [54][900/940] lr: 3.592e-01, eta: 2 days, 7:37:12, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5643, loss_cls: 3.1842, loss: 3.1842, grad_norm: 1.1430 2020-08-01 06:09:40,560 - mmaction - INFO - Epoch [54][920/940] lr: 3.592e-01, eta: 2 days, 7:36:46, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5572, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.1474 2020-08-01 06:10:00,370 - mmaction - INFO - Epoch [54][940/940] lr: 3.592e-01, eta: 2 days, 7:36:20, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5501, loss_cls: 3.2553, loss: 3.2553, grad_norm: 1.1481 2020-08-01 06:10:32,741 - mmaction - INFO - Epoch [55][20/940] lr: 3.577e-01, eta: 2 days, 7:36:39, time: 1.593, data_time: 0.594, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5561, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.1767 2020-08-01 06:10:52,425 - mmaction - INFO - Epoch [55][40/940] lr: 3.577e-01, eta: 2 days, 7:36:13, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5504, loss_cls: 3.2285, loss: 3.2285, grad_norm: 1.1617 2020-08-01 06:11:13,052 - mmaction - INFO - Epoch [55][60/940] lr: 3.577e-01, eta: 2 days, 7:35:50, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5588, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.1489 2020-08-01 06:11:33,869 - mmaction - INFO - Epoch [55][80/940] lr: 3.577e-01, eta: 2 days, 7:35:28, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5547, loss_cls: 3.2555, loss: 3.2555, grad_norm: 1.1501 2020-08-01 06:11:54,386 - mmaction - INFO - Epoch [55][100/940] lr: 3.577e-01, eta: 2 days, 7:35:05, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5588, loss_cls: 3.1900, loss: 3.1900, grad_norm: 1.1425 2020-08-01 06:12:14,684 - mmaction - INFO - Epoch [55][120/940] lr: 3.577e-01, eta: 2 days, 7:34:41, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5668, loss_cls: 3.2248, loss: 3.2248, grad_norm: 1.1550 2020-08-01 06:12:35,124 - mmaction - INFO - Epoch [55][140/940] lr: 3.577e-01, eta: 2 days, 7:34:17, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5635, loss_cls: 3.1827, loss: 3.1827, grad_norm: 1.1424 2020-08-01 06:12:56,181 - mmaction - INFO - Epoch [55][160/940] lr: 3.577e-01, eta: 2 days, 7:33:56, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5598, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.1680 2020-08-01 06:13:16,318 - mmaction - INFO - Epoch [55][180/940] lr: 3.577e-01, eta: 2 days, 7:33:32, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5494, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1581 2020-08-01 06:13:36,510 - mmaction - INFO - Epoch [55][200/940] lr: 3.577e-01, eta: 2 days, 7:33:07, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5387, loss_cls: 3.2734, loss: 3.2734, grad_norm: 1.1391 2020-08-01 06:13:57,170 - mmaction - INFO - Epoch [55][220/940] lr: 3.577e-01, eta: 2 days, 7:32:45, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3027, top5_acc: 0.5463, loss_cls: 3.2557, loss: 3.2557, grad_norm: 1.1140 2020-08-01 06:14:17,082 - mmaction - INFO - Epoch [55][240/940] lr: 3.577e-01, eta: 2 days, 7:32:19, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5766, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.1439 2020-08-01 06:14:38,807 - mmaction - INFO - Epoch [55][260/940] lr: 3.577e-01, eta: 2 days, 7:32:00, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5576, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.1608 2020-08-01 06:14:59,098 - mmaction - INFO - Epoch [55][280/940] lr: 3.577e-01, eta: 2 days, 7:31:36, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5631, loss_cls: 3.1776, loss: 3.1776, grad_norm: 1.1527 2020-08-01 06:15:19,083 - mmaction - INFO - Epoch [55][300/940] lr: 3.577e-01, eta: 2 days, 7:31:11, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5553, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1677 2020-08-01 06:15:39,682 - mmaction - INFO - Epoch [55][320/940] lr: 3.577e-01, eta: 2 days, 7:30:48, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5564, loss_cls: 3.2224, loss: 3.2224, grad_norm: 1.1450 2020-08-01 06:16:00,682 - mmaction - INFO - Epoch [55][340/940] lr: 3.577e-01, eta: 2 days, 7:30:27, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5412, loss_cls: 3.2761, loss: 3.2761, grad_norm: 1.1322 2020-08-01 06:16:21,356 - mmaction - INFO - Epoch [55][360/940] lr: 3.577e-01, eta: 2 days, 7:30:04, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.2941, top5_acc: 0.5402, loss_cls: 3.2650, loss: 3.2650, grad_norm: 1.1488 2020-08-01 06:16:42,388 - mmaction - INFO - Epoch [55][380/940] lr: 3.577e-01, eta: 2 days, 7:29:43, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.2973, top5_acc: 0.5582, loss_cls: 3.1990, loss: 3.1990, grad_norm: 1.1508 2020-08-01 06:17:02,369 - mmaction - INFO - Epoch [55][400/940] lr: 3.577e-01, eta: 2 days, 7:29:18, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5564, loss_cls: 3.1831, loss: 3.1831, grad_norm: 1.1311 2020-08-01 06:17:23,319 - mmaction - INFO - Epoch [55][420/940] lr: 3.577e-01, eta: 2 days, 7:28:56, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5568, loss_cls: 3.2188, loss: 3.2188, grad_norm: 1.1407 2020-08-01 06:17:43,918 - mmaction - INFO - Epoch [55][440/940] lr: 3.577e-01, eta: 2 days, 7:28:33, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5523, loss_cls: 3.2100, loss: 3.2100, grad_norm: 1.1709 2020-08-01 06:18:04,726 - mmaction - INFO - Epoch [55][460/940] lr: 3.577e-01, eta: 2 days, 7:28:11, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5674, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.1546 2020-08-01 06:18:25,337 - mmaction - INFO - Epoch [55][480/940] lr: 3.577e-01, eta: 2 days, 7:27:48, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5529, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.1506 2020-08-01 06:18:45,735 - mmaction - INFO - Epoch [55][500/940] lr: 3.577e-01, eta: 2 days, 7:27:25, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5604, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.1396 2020-08-01 06:19:08,088 - mmaction - INFO - Epoch [55][520/940] lr: 3.577e-01, eta: 2 days, 7:27:08, time: 1.121, data_time: 0.007, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5707, loss_cls: 3.1606, loss: 3.1606, grad_norm: 1.1532 2020-08-01 06:19:27,987 - mmaction - INFO - Epoch [55][540/940] lr: 3.577e-01, eta: 2 days, 7:26:43, time: 0.990, data_time: 0.006, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5568, loss_cls: 3.2106, loss: 3.2106, grad_norm: 1.1535 2020-08-01 06:19:47,657 - mmaction - INFO - Epoch [55][560/940] lr: 3.577e-01, eta: 2 days, 7:26:17, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5518, loss_cls: 3.2620, loss: 3.2620, grad_norm: 1.1568 2020-08-01 06:20:09,006 - mmaction - INFO - Epoch [55][580/940] lr: 3.577e-01, eta: 2 days, 7:25:57, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5609, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.1317 2020-08-01 06:20:29,367 - mmaction - INFO - Epoch [55][600/940] lr: 3.577e-01, eta: 2 days, 7:25:33, time: 1.017, data_time: 0.004, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5600, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.1546 2020-08-01 06:20:49,589 - mmaction - INFO - Epoch [55][620/940] lr: 3.577e-01, eta: 2 days, 7:25:09, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5504, loss_cls: 3.2203, loss: 3.2203, grad_norm: 1.1388 2020-08-01 06:21:11,281 - mmaction - INFO - Epoch [55][640/940] lr: 3.577e-01, eta: 2 days, 7:24:50, time: 1.083, data_time: 0.003, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5557, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.1376 2020-08-01 06:21:32,056 - mmaction - INFO - Epoch [55][660/940] lr: 3.577e-01, eta: 2 days, 7:24:28, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5512, loss_cls: 3.2166, loss: 3.2166, grad_norm: 1.1552 2020-08-01 06:21:53,212 - mmaction - INFO - Epoch [55][680/940] lr: 3.577e-01, eta: 2 days, 7:24:07, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5578, loss_cls: 3.1828, loss: 3.1828, grad_norm: 1.1530 2020-08-01 06:22:13,239 - mmaction - INFO - Epoch [55][700/940] lr: 3.577e-01, eta: 2 days, 7:23:42, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5514, loss_cls: 3.2177, loss: 3.2177, grad_norm: 1.1284 2020-08-01 06:22:33,987 - mmaction - INFO - Epoch [55][720/940] lr: 3.577e-01, eta: 2 days, 7:23:19, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5541, loss_cls: 3.2128, loss: 3.2128, grad_norm: 1.1383 2020-08-01 06:22:54,568 - mmaction - INFO - Epoch [55][740/940] lr: 3.577e-01, eta: 2 days, 7:22:56, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5578, loss_cls: 3.2255, loss: 3.2255, grad_norm: 1.1435 2020-08-01 06:23:15,746 - mmaction - INFO - Epoch [55][760/940] lr: 3.577e-01, eta: 2 days, 7:22:36, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5629, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.1715 2020-08-01 06:23:37,439 - mmaction - INFO - Epoch [55][780/940] lr: 3.577e-01, eta: 2 days, 7:22:17, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5590, loss_cls: 3.2079, loss: 3.2079, grad_norm: 1.1660 2020-08-01 06:23:57,395 - mmaction - INFO - Epoch [55][800/940] lr: 3.577e-01, eta: 2 days, 7:21:52, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5643, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.1721 2020-08-01 06:24:17,454 - mmaction - INFO - Epoch [55][820/940] lr: 3.577e-01, eta: 2 days, 7:21:27, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5447, loss_cls: 3.2486, loss: 3.2486, grad_norm: 1.1627 2020-08-01 06:24:38,263 - mmaction - INFO - Epoch [55][840/940] lr: 3.577e-01, eta: 2 days, 7:21:05, time: 1.038, data_time: 0.010, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5514, loss_cls: 3.2319, loss: 3.2319, grad_norm: 1.1615 2020-08-01 06:24:59,237 - mmaction - INFO - Epoch [55][860/940] lr: 3.577e-01, eta: 2 days, 7:20:43, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5566, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.1482 2020-08-01 06:25:19,830 - mmaction - INFO - Epoch [55][880/940] lr: 3.577e-01, eta: 2 days, 7:20:20, time: 1.029, data_time: 0.011, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5531, loss_cls: 3.2286, loss: 3.2286, grad_norm: 1.1530 2020-08-01 06:25:41,025 - mmaction - INFO - Epoch [55][900/940] lr: 3.577e-01, eta: 2 days, 7:20:00, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5619, loss_cls: 3.2167, loss: 3.2167, grad_norm: 1.1691 2020-08-01 06:26:02,078 - mmaction - INFO - Epoch [55][920/940] lr: 3.577e-01, eta: 2 days, 7:19:38, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.2988, top5_acc: 0.5559, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.1543 2020-08-01 06:26:20,946 - mmaction - INFO - Epoch [55][940/940] lr: 3.577e-01, eta: 2 days, 7:19:09, time: 0.944, data_time: 0.005, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5574, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.1528 2020-08-01 06:26:51,799 - mmaction - INFO - Epoch [56][20/940] lr: 3.561e-01, eta: 2 days, 7:19:23, time: 1.528, data_time: 0.515, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5551, loss_cls: 3.1970, loss: 3.1970, grad_norm: 1.1523 2020-08-01 06:27:11,433 - mmaction - INFO - Epoch [56][40/940] lr: 3.561e-01, eta: 2 days, 7:18:56, time: 0.982, data_time: 0.008, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5697, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1490 2020-08-01 06:27:32,392 - mmaction - INFO - Epoch [56][60/940] lr: 3.561e-01, eta: 2 days, 7:18:35, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5613, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1550 2020-08-01 06:27:53,005 - mmaction - INFO - Epoch [56][80/940] lr: 3.561e-01, eta: 2 days, 7:18:12, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5615, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.1397 2020-08-01 06:28:13,320 - mmaction - INFO - Epoch [56][100/940] lr: 3.561e-01, eta: 2 days, 7:17:48, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5629, loss_cls: 3.1605, loss: 3.1605, grad_norm: 1.1540 2020-08-01 06:28:34,556 - mmaction - INFO - Epoch [56][120/940] lr: 3.561e-01, eta: 2 days, 7:17:28, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5584, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.1808 2020-08-01 06:28:54,412 - mmaction - INFO - Epoch [56][140/940] lr: 3.561e-01, eta: 2 days, 7:17:02, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5621, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.1485 2020-08-01 06:29:15,868 - mmaction - INFO - Epoch [56][160/940] lr: 3.561e-01, eta: 2 days, 7:16:42, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5588, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.1501 2020-08-01 06:29:36,799 - mmaction - INFO - Epoch [56][180/940] lr: 3.561e-01, eta: 2 days, 7:16:21, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5617, loss_cls: 3.1794, loss: 3.1794, grad_norm: 1.1427 2020-08-01 06:29:57,789 - mmaction - INFO - Epoch [56][200/940] lr: 3.561e-01, eta: 2 days, 7:15:59, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.2982, top5_acc: 0.5563, loss_cls: 3.2254, loss: 3.2254, grad_norm: 1.1652 2020-08-01 06:30:18,386 - mmaction - INFO - Epoch [56][220/940] lr: 3.561e-01, eta: 2 days, 7:15:37, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5525, loss_cls: 3.2284, loss: 3.2284, grad_norm: 1.1785 2020-08-01 06:30:38,664 - mmaction - INFO - Epoch [56][240/940] lr: 3.561e-01, eta: 2 days, 7:15:12, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5594, loss_cls: 3.2116, loss: 3.2116, grad_norm: 1.1656 2020-08-01 06:30:59,409 - mmaction - INFO - Epoch [56][260/940] lr: 3.561e-01, eta: 2 days, 7:14:50, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5600, loss_cls: 3.1861, loss: 3.1861, grad_norm: 1.1296 2020-08-01 06:31:20,583 - mmaction - INFO - Epoch [56][280/940] lr: 3.561e-01, eta: 2 days, 7:14:29, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5531, loss_cls: 3.1806, loss: 3.1806, grad_norm: 1.1562 2020-08-01 06:31:41,262 - mmaction - INFO - Epoch [56][300/940] lr: 3.561e-01, eta: 2 days, 7:14:07, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5611, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1506 2020-08-01 06:32:01,529 - mmaction - INFO - Epoch [56][320/940] lr: 3.561e-01, eta: 2 days, 7:13:43, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5592, loss_cls: 3.1835, loss: 3.1835, grad_norm: 1.1516 2020-08-01 06:32:21,819 - mmaction - INFO - Epoch [56][340/940] lr: 3.561e-01, eta: 2 days, 7:13:19, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5680, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.1434 2020-08-01 06:32:41,794 - mmaction - INFO - Epoch [56][360/940] lr: 3.561e-01, eta: 2 days, 7:12:54, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5588, loss_cls: 3.1950, loss: 3.1950, grad_norm: 1.1580 2020-08-01 06:33:02,625 - mmaction - INFO - Epoch [56][380/940] lr: 3.561e-01, eta: 2 days, 7:12:32, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5498, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.1483 2020-08-01 06:33:23,260 - mmaction - INFO - Epoch [56][400/940] lr: 3.561e-01, eta: 2 days, 7:12:09, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5561, loss_cls: 3.2207, loss: 3.2207, grad_norm: 1.1598 2020-08-01 06:33:44,040 - mmaction - INFO - Epoch [56][420/940] lr: 3.561e-01, eta: 2 days, 7:11:47, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5664, loss_cls: 3.2081, loss: 3.2081, grad_norm: 1.1567 2020-08-01 06:34:04,617 - mmaction - INFO - Epoch [56][440/940] lr: 3.561e-01, eta: 2 days, 7:11:24, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.2963, top5_acc: 0.5549, loss_cls: 3.2566, loss: 3.2566, grad_norm: 1.1751 2020-08-01 06:34:25,333 - mmaction - INFO - Epoch [56][460/940] lr: 3.561e-01, eta: 2 days, 7:11:02, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5561, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.1664 2020-08-01 06:34:45,480 - mmaction - INFO - Epoch [56][480/940] lr: 3.561e-01, eta: 2 days, 7:10:37, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5584, loss_cls: 3.2230, loss: 3.2230, grad_norm: 1.1489 2020-08-01 06:35:05,944 - mmaction - INFO - Epoch [56][500/940] lr: 3.561e-01, eta: 2 days, 7:10:14, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.3012, top5_acc: 0.5656, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.1637 2020-08-01 06:35:26,335 - mmaction - INFO - Epoch [56][520/940] lr: 3.561e-01, eta: 2 days, 7:09:50, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5471, loss_cls: 3.2756, loss: 3.2756, grad_norm: 1.1685 2020-08-01 06:35:47,359 - mmaction - INFO - Epoch [56][540/940] lr: 3.561e-01, eta: 2 days, 7:09:29, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5457, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.1495 2020-08-01 06:36:07,317 - mmaction - INFO - Epoch [56][560/940] lr: 3.561e-01, eta: 2 days, 7:09:04, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5529, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.1617 2020-08-01 06:36:29,167 - mmaction - INFO - Epoch [56][580/940] lr: 3.561e-01, eta: 2 days, 7:08:46, time: 1.094, data_time: 0.008, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5516, loss_cls: 3.2324, loss: 3.2324, grad_norm: 1.1593 2020-08-01 06:36:49,774 - mmaction - INFO - Epoch [56][600/940] lr: 3.561e-01, eta: 2 days, 7:08:23, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5654, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1688 2020-08-01 06:37:10,925 - mmaction - INFO - Epoch [56][620/940] lr: 3.561e-01, eta: 2 days, 7:08:02, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5484, loss_cls: 3.2291, loss: 3.2291, grad_norm: 1.1479 2020-08-01 06:37:31,345 - mmaction - INFO - Epoch [56][640/940] lr: 3.561e-01, eta: 2 days, 7:07:39, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5531, loss_cls: 3.2179, loss: 3.2179, grad_norm: 1.1419 2020-08-01 06:37:52,518 - mmaction - INFO - Epoch [56][660/940] lr: 3.561e-01, eta: 2 days, 7:07:18, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5641, loss_cls: 3.2094, loss: 3.2094, grad_norm: 1.1636 2020-08-01 06:38:13,228 - mmaction - INFO - Epoch [56][680/940] lr: 3.561e-01, eta: 2 days, 7:06:55, time: 1.033, data_time: 0.011, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5604, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.1606 2020-08-01 06:38:33,737 - mmaction - INFO - Epoch [56][700/940] lr: 3.561e-01, eta: 2 days, 7:06:32, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.2930, top5_acc: 0.5434, loss_cls: 3.2479, loss: 3.2479, grad_norm: 1.1529 2020-08-01 06:38:54,953 - mmaction - INFO - Epoch [56][720/940] lr: 3.561e-01, eta: 2 days, 7:06:12, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5494, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.1441 2020-08-01 06:39:15,768 - mmaction - INFO - Epoch [56][740/940] lr: 3.561e-01, eta: 2 days, 7:05:50, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5744, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1665 2020-08-01 06:39:36,565 - mmaction - INFO - Epoch [56][760/940] lr: 3.561e-01, eta: 2 days, 7:05:27, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5576, loss_cls: 3.2002, loss: 3.2002, grad_norm: 1.1659 2020-08-01 06:39:57,112 - mmaction - INFO - Epoch [56][780/940] lr: 3.561e-01, eta: 2 days, 7:05:05, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5545, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.1419 2020-08-01 06:40:17,685 - mmaction - INFO - Epoch [56][800/940] lr: 3.561e-01, eta: 2 days, 7:04:42, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5475, loss_cls: 3.2585, loss: 3.2585, grad_norm: 1.1747 2020-08-01 06:40:38,901 - mmaction - INFO - Epoch [56][820/940] lr: 3.561e-01, eta: 2 days, 7:04:21, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5611, loss_cls: 3.1817, loss: 3.1817, grad_norm: 1.1600 2020-08-01 06:40:59,060 - mmaction - INFO - Epoch [56][840/940] lr: 3.561e-01, eta: 2 days, 7:03:57, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5684, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.1605 2020-08-01 06:41:19,625 - mmaction - INFO - Epoch [56][860/940] lr: 3.561e-01, eta: 2 days, 7:03:34, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.2304, loss: 3.2304, grad_norm: 1.1523 2020-08-01 06:41:40,268 - mmaction - INFO - Epoch [56][880/940] lr: 3.561e-01, eta: 2 days, 7:03:11, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5619, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1320 2020-08-01 06:42:01,096 - mmaction - INFO - Epoch [56][900/940] lr: 3.561e-01, eta: 2 days, 7:02:49, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5676, loss_cls: 3.1689, loss: 3.1689, grad_norm: 1.1580 2020-08-01 06:42:22,977 - mmaction - INFO - Epoch [56][920/940] lr: 3.561e-01, eta: 2 days, 7:02:31, time: 1.097, data_time: 0.008, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5576, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1508 2020-08-01 06:42:42,154 - mmaction - INFO - Epoch [56][940/940] lr: 3.561e-01, eta: 2 days, 7:02:03, time: 0.956, data_time: 0.004, memory: 6199, top1_acc: 0.3153, top5_acc: 0.5509, loss_cls: 3.2392, loss: 3.2392, grad_norm: 1.1769 2020-08-01 06:42:42,407 - mmaction - INFO - Saving checkpoint at 56 epochs 2020-08-01 06:43:12,211 - mmaction - INFO - Epoch [57][20/940] lr: 3.546e-01, eta: 2 days, 7:02:06, time: 1.393, data_time: 0.407, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5652, loss_cls: 3.1685, loss: 3.1685, grad_norm: 1.1472 2020-08-01 06:43:32,130 - mmaction - INFO - Epoch [57][40/940] lr: 3.546e-01, eta: 2 days, 7:01:41, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5695, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.1358 2020-08-01 06:43:53,781 - mmaction - INFO - Epoch [57][60/940] lr: 3.546e-01, eta: 2 days, 7:01:22, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5596, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1561 2020-08-01 06:44:14,623 - mmaction - INFO - Epoch [57][80/940] lr: 3.546e-01, eta: 2 days, 7:01:00, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5658, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.1766 2020-08-01 06:44:35,063 - mmaction - INFO - Epoch [57][100/940] lr: 3.546e-01, eta: 2 days, 7:00:37, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5695, loss_cls: 3.1717, loss: 3.1717, grad_norm: 1.1618 2020-08-01 06:44:55,443 - mmaction - INFO - Epoch [57][120/940] lr: 3.546e-01, eta: 2 days, 7:00:13, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5609, loss_cls: 3.2041, loss: 3.2041, grad_norm: 1.1624 2020-08-01 06:45:16,154 - mmaction - INFO - Epoch [57][140/940] lr: 3.546e-01, eta: 2 days, 6:59:51, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5525, loss_cls: 3.2194, loss: 3.2194, grad_norm: 1.1609 2020-08-01 06:45:36,878 - mmaction - INFO - Epoch [57][160/940] lr: 3.546e-01, eta: 2 days, 6:59:29, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5650, loss_cls: 3.1535, loss: 3.1535, grad_norm: 1.1676 2020-08-01 06:45:56,736 - mmaction - INFO - Epoch [57][180/940] lr: 3.546e-01, eta: 2 days, 6:59:03, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5572, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.1665 2020-08-01 06:46:17,988 - mmaction - INFO - Epoch [57][200/940] lr: 3.546e-01, eta: 2 days, 6:58:43, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5598, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.1539 2020-08-01 06:46:38,643 - mmaction - INFO - Epoch [57][220/940] lr: 3.546e-01, eta: 2 days, 6:58:20, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2938, top5_acc: 0.5482, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.1522 2020-08-01 06:46:59,150 - mmaction - INFO - Epoch [57][240/940] lr: 3.546e-01, eta: 2 days, 6:57:57, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5645, loss_cls: 3.1586, loss: 3.1586, grad_norm: 1.1709 2020-08-01 06:47:19,598 - mmaction - INFO - Epoch [57][260/940] lr: 3.546e-01, eta: 2 days, 6:57:34, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5516, loss_cls: 3.2444, loss: 3.2444, grad_norm: 1.1569 2020-08-01 06:47:40,283 - mmaction - INFO - Epoch [57][280/940] lr: 3.546e-01, eta: 2 days, 6:57:11, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5564, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.1610 2020-08-01 06:48:01,628 - mmaction - INFO - Epoch [57][300/940] lr: 3.546e-01, eta: 2 days, 6:56:51, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5652, loss_cls: 3.1494, loss: 3.1494, grad_norm: 1.1335 2020-08-01 06:48:22,199 - mmaction - INFO - Epoch [57][320/940] lr: 3.546e-01, eta: 2 days, 6:56:28, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5656, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.1693 2020-08-01 06:48:43,160 - mmaction - INFO - Epoch [57][340/940] lr: 3.546e-01, eta: 2 days, 6:56:07, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5719, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1496 2020-08-01 06:49:04,111 - mmaction - INFO - Epoch [57][360/940] lr: 3.546e-01, eta: 2 days, 6:55:45, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5563, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.1495 2020-08-01 06:49:24,457 - mmaction - INFO - Epoch [57][380/940] lr: 3.546e-01, eta: 2 days, 6:55:22, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.1473 2020-08-01 06:49:45,032 - mmaction - INFO - Epoch [57][400/940] lr: 3.546e-01, eta: 2 days, 6:54:58, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5701, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.1804 2020-08-01 06:50:06,506 - mmaction - INFO - Epoch [57][420/940] lr: 3.546e-01, eta: 2 days, 6:54:39, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5678, loss_cls: 3.1893, loss: 3.1893, grad_norm: 1.1373 2020-08-01 06:50:28,292 - mmaction - INFO - Epoch [57][440/940] lr: 3.546e-01, eta: 2 days, 6:54:20, time: 1.089, data_time: 0.003, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5631, loss_cls: 3.2084, loss: 3.2084, grad_norm: 1.1866 2020-08-01 06:50:49,311 - mmaction - INFO - Epoch [57][460/940] lr: 3.546e-01, eta: 2 days, 6:53:59, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5615, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1335 2020-08-01 06:51:08,791 - mmaction - INFO - Epoch [57][480/940] lr: 3.546e-01, eta: 2 days, 6:53:32, time: 0.972, data_time: 0.005, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.1757 2020-08-01 06:51:29,795 - mmaction - INFO - Epoch [57][500/940] lr: 3.546e-01, eta: 2 days, 6:53:11, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5643, loss_cls: 3.1906, loss: 3.1906, grad_norm: 1.1485 2020-08-01 06:51:49,737 - mmaction - INFO - Epoch [57][520/940] lr: 3.546e-01, eta: 2 days, 6:52:46, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5621, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.1810 2020-08-01 06:52:09,574 - mmaction - INFO - Epoch [57][540/940] lr: 3.546e-01, eta: 2 days, 6:52:21, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5490, loss_cls: 3.2424, loss: 3.2424, grad_norm: 1.1846 2020-08-01 06:52:29,648 - mmaction - INFO - Epoch [57][560/940] lr: 3.546e-01, eta: 2 days, 6:51:56, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5729, loss_cls: 3.1521, loss: 3.1521, grad_norm: 1.1509 2020-08-01 06:52:49,891 - mmaction - INFO - Epoch [57][580/940] lr: 3.546e-01, eta: 2 days, 6:51:32, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5668, loss_cls: 3.1308, loss: 3.1308, grad_norm: 1.1502 2020-08-01 06:53:10,645 - mmaction - INFO - Epoch [57][600/940] lr: 3.546e-01, eta: 2 days, 6:51:10, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5518, loss_cls: 3.2441, loss: 3.2441, grad_norm: 1.1627 2020-08-01 06:53:31,111 - mmaction - INFO - Epoch [57][620/940] lr: 3.546e-01, eta: 2 days, 6:50:46, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.2955, top5_acc: 0.5512, loss_cls: 3.2557, loss: 3.2557, grad_norm: 1.1647 2020-08-01 06:53:51,538 - mmaction - INFO - Epoch [57][640/940] lr: 3.546e-01, eta: 2 days, 6:50:23, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5572, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1401 2020-08-01 06:54:11,963 - mmaction - INFO - Epoch [57][660/940] lr: 3.546e-01, eta: 2 days, 6:50:00, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5492, loss_cls: 3.2121, loss: 3.2121, grad_norm: 1.1596 2020-08-01 06:54:32,450 - mmaction - INFO - Epoch [57][680/940] lr: 3.546e-01, eta: 2 days, 6:49:37, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5588, loss_cls: 3.2047, loss: 3.2047, grad_norm: 1.1535 2020-08-01 06:54:52,374 - mmaction - INFO - Epoch [57][700/940] lr: 3.546e-01, eta: 2 days, 6:49:12, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5490, loss_cls: 3.2448, loss: 3.2448, grad_norm: 1.1688 2020-08-01 06:55:12,618 - mmaction - INFO - Epoch [57][720/940] lr: 3.546e-01, eta: 2 days, 6:48:47, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.2455, loss: 3.2455, grad_norm: 1.1800 2020-08-01 06:55:33,030 - mmaction - INFO - Epoch [57][740/940] lr: 3.546e-01, eta: 2 days, 6:48:24, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5578, loss_cls: 3.1997, loss: 3.1997, grad_norm: 1.1549 2020-08-01 06:55:53,054 - mmaction - INFO - Epoch [57][760/940] lr: 3.546e-01, eta: 2 days, 6:48:00, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5598, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.1799 2020-08-01 06:56:13,709 - mmaction - INFO - Epoch [57][780/940] lr: 3.546e-01, eta: 2 days, 6:47:37, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5490, loss_cls: 3.2212, loss: 3.2212, grad_norm: 1.1394 2020-08-01 06:56:34,080 - mmaction - INFO - Epoch [57][800/940] lr: 3.546e-01, eta: 2 days, 6:47:13, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5602, loss_cls: 3.1833, loss: 3.1833, grad_norm: 1.1389 2020-08-01 06:56:54,490 - mmaction - INFO - Epoch [57][820/940] lr: 3.546e-01, eta: 2 days, 6:46:50, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3021, top5_acc: 0.5537, loss_cls: 3.2131, loss: 3.2131, grad_norm: 1.1693 2020-08-01 06:57:14,850 - mmaction - INFO - Epoch [57][840/940] lr: 3.546e-01, eta: 2 days, 6:46:27, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5543, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.1538 2020-08-01 06:57:34,945 - mmaction - INFO - Epoch [57][860/940] lr: 3.546e-01, eta: 2 days, 6:46:02, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5521, loss_cls: 3.2156, loss: 3.2156, grad_norm: 1.1624 2020-08-01 06:57:55,428 - mmaction - INFO - Epoch [57][880/940] lr: 3.546e-01, eta: 2 days, 6:45:39, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5557, loss_cls: 3.1989, loss: 3.1989, grad_norm: 1.1481 2020-08-01 06:58:15,607 - mmaction - INFO - Epoch [57][900/940] lr: 3.546e-01, eta: 2 days, 6:45:14, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5619, loss_cls: 3.1913, loss: 3.1913, grad_norm: 1.1613 2020-08-01 06:58:35,787 - mmaction - INFO - Epoch [57][920/940] lr: 3.546e-01, eta: 2 days, 6:44:50, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5639, loss_cls: 3.1841, loss: 3.1841, grad_norm: 1.1538 2020-08-01 06:58:54,772 - mmaction - INFO - Epoch [57][940/940] lr: 3.546e-01, eta: 2 days, 6:44:22, time: 0.951, data_time: 0.007, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5584, loss_cls: 3.2144, loss: 3.2144, grad_norm: 1.1669 2020-08-01 06:59:25,434 - mmaction - INFO - Epoch [58][20/940] lr: 3.530e-01, eta: 2 days, 6:44:33, time: 1.517, data_time: 0.424, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5773, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.1487 2020-08-01 06:59:45,005 - mmaction - INFO - Epoch [58][40/940] lr: 3.530e-01, eta: 2 days, 6:44:07, time: 0.979, data_time: 0.006, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5566, loss_cls: 3.2119, loss: 3.2119, grad_norm: 1.1716 2020-08-01 07:00:11,013 - mmaction - INFO - Epoch [58][60/940] lr: 3.530e-01, eta: 2 days, 6:44:03, time: 1.299, data_time: 0.010, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5594, loss_cls: 3.1904, loss: 3.1904, grad_norm: 1.1303 2020-08-01 07:00:30,871 - mmaction - INFO - Epoch [58][80/940] lr: 3.530e-01, eta: 2 days, 6:43:38, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5666, loss_cls: 3.1803, loss: 3.1803, grad_norm: 1.1553 2020-08-01 07:00:50,999 - mmaction - INFO - Epoch [58][100/940] lr: 3.530e-01, eta: 2 days, 6:43:13, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5678, loss_cls: 3.1830, loss: 3.1830, grad_norm: 1.1731 2020-08-01 07:01:11,566 - mmaction - INFO - Epoch [58][120/940] lr: 3.530e-01, eta: 2 days, 6:42:51, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5715, loss_cls: 3.1650, loss: 3.1650, grad_norm: 1.1744 2020-08-01 07:01:31,749 - mmaction - INFO - Epoch [58][140/940] lr: 3.530e-01, eta: 2 days, 6:42:26, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5637, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.1699 2020-08-01 07:01:52,381 - mmaction - INFO - Epoch [58][160/940] lr: 3.530e-01, eta: 2 days, 6:42:04, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5580, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.1628 2020-08-01 07:02:12,502 - mmaction - INFO - Epoch [58][180/940] lr: 3.530e-01, eta: 2 days, 6:41:39, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5539, loss_cls: 3.2109, loss: 3.2109, grad_norm: 1.1700 2020-08-01 07:02:33,106 - mmaction - INFO - Epoch [58][200/940] lr: 3.530e-01, eta: 2 days, 6:41:17, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5701, loss_cls: 3.1826, loss: 3.1826, grad_norm: 1.1633 2020-08-01 07:02:53,312 - mmaction - INFO - Epoch [58][220/940] lr: 3.530e-01, eta: 2 days, 6:40:53, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5582, loss_cls: 3.2000, loss: 3.2000, grad_norm: 1.1718 2020-08-01 07:03:13,499 - mmaction - INFO - Epoch [58][240/940] lr: 3.530e-01, eta: 2 days, 6:40:29, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5451, loss_cls: 3.2651, loss: 3.2651, grad_norm: 1.1624 2020-08-01 07:03:33,258 - mmaction - INFO - Epoch [58][260/940] lr: 3.530e-01, eta: 2 days, 6:40:03, time: 0.984, data_time: 0.004, memory: 6199, top1_acc: 0.2996, top5_acc: 0.5506, loss_cls: 3.2185, loss: 3.2185, grad_norm: 1.1616 2020-08-01 07:03:53,367 - mmaction - INFO - Epoch [58][280/940] lr: 3.530e-01, eta: 2 days, 6:39:38, time: 1.007, data_time: 0.011, memory: 6199, top1_acc: 0.3115, top5_acc: 0.5613, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.1547 2020-08-01 07:04:13,279 - mmaction - INFO - Epoch [58][300/940] lr: 3.530e-01, eta: 2 days, 6:39:14, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5670, loss_cls: 3.1808, loss: 3.1808, grad_norm: 1.1579 2020-08-01 07:04:33,275 - mmaction - INFO - Epoch [58][320/940] lr: 3.530e-01, eta: 2 days, 6:38:49, time: 0.997, data_time: 0.002, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5607, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.2068 2020-08-01 07:04:53,525 - mmaction - INFO - Epoch [58][340/940] lr: 3.530e-01, eta: 2 days, 6:38:25, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5557, loss_cls: 3.2214, loss: 3.2214, grad_norm: 1.1814 2020-08-01 07:05:13,666 - mmaction - INFO - Epoch [58][360/940] lr: 3.530e-01, eta: 2 days, 6:38:00, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5588, loss_cls: 3.1863, loss: 3.1863, grad_norm: 1.1456 2020-08-01 07:05:34,052 - mmaction - INFO - Epoch [58][380/940] lr: 3.530e-01, eta: 2 days, 6:37:37, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5686, loss_cls: 3.1800, loss: 3.1800, grad_norm: 1.1491 2020-08-01 07:05:54,035 - mmaction - INFO - Epoch [58][400/940] lr: 3.530e-01, eta: 2 days, 6:37:12, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.1212, loss: 3.1212, grad_norm: 1.1609 2020-08-01 07:06:13,893 - mmaction - INFO - Epoch [58][420/940] lr: 3.530e-01, eta: 2 days, 6:36:47, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5621, loss_cls: 3.2136, loss: 3.2136, grad_norm: 1.1985 2020-08-01 07:06:33,242 - mmaction - INFO - Epoch [58][440/940] lr: 3.530e-01, eta: 2 days, 6:36:20, time: 0.964, data_time: 0.005, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5520, loss_cls: 3.2351, loss: 3.2351, grad_norm: 1.1794 2020-08-01 07:06:53,058 - mmaction - INFO - Epoch [58][460/940] lr: 3.530e-01, eta: 2 days, 6:35:55, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5527, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1518 2020-08-01 07:07:12,741 - mmaction - INFO - Epoch [58][480/940] lr: 3.530e-01, eta: 2 days, 6:35:29, time: 0.981, data_time: 0.006, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.1573 2020-08-01 07:07:33,024 - mmaction - INFO - Epoch [58][500/940] lr: 3.530e-01, eta: 2 days, 6:35:05, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5787, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.1411 2020-08-01 07:07:52,906 - mmaction - INFO - Epoch [58][520/940] lr: 3.530e-01, eta: 2 days, 6:34:40, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5600, loss_cls: 3.2198, loss: 3.2198, grad_norm: 1.1704 2020-08-01 07:08:12,636 - mmaction - INFO - Epoch [58][540/940] lr: 3.530e-01, eta: 2 days, 6:34:14, time: 0.986, data_time: 0.010, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5717, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.1453 2020-08-01 07:08:32,735 - mmaction - INFO - Epoch [58][560/940] lr: 3.530e-01, eta: 2 days, 6:33:50, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5557, loss_cls: 3.1984, loss: 3.1984, grad_norm: 1.1694 2020-08-01 07:08:52,509 - mmaction - INFO - Epoch [58][580/940] lr: 3.530e-01, eta: 2 days, 6:33:24, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5613, loss_cls: 3.2083, loss: 3.2083, grad_norm: 1.1578 2020-08-01 07:09:12,968 - mmaction - INFO - Epoch [58][600/940] lr: 3.530e-01, eta: 2 days, 6:33:01, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.2871, top5_acc: 0.5479, loss_cls: 3.2569, loss: 3.2569, grad_norm: 1.1403 2020-08-01 07:09:33,218 - mmaction - INFO - Epoch [58][620/940] lr: 3.530e-01, eta: 2 days, 6:32:37, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5654, loss_cls: 3.1876, loss: 3.1876, grad_norm: 1.1179 2020-08-01 07:09:52,966 - mmaction - INFO - Epoch [58][640/940] lr: 3.530e-01, eta: 2 days, 6:32:12, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5563, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.1844 2020-08-01 07:10:13,046 - mmaction - INFO - Epoch [58][660/940] lr: 3.530e-01, eta: 2 days, 6:31:47, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5691, loss_cls: 3.1367, loss: 3.1367, grad_norm: 1.1414 2020-08-01 07:10:33,294 - mmaction - INFO - Epoch [58][680/940] lr: 3.530e-01, eta: 2 days, 6:31:23, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5621, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.1418 2020-08-01 07:10:53,069 - mmaction - INFO - Epoch [58][700/940] lr: 3.530e-01, eta: 2 days, 6:30:58, time: 0.989, data_time: 0.006, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5773, loss_cls: 3.1457, loss: 3.1457, grad_norm: 1.1482 2020-08-01 07:11:12,877 - mmaction - INFO - Epoch [58][720/940] lr: 3.530e-01, eta: 2 days, 6:30:32, time: 0.988, data_time: 0.004, memory: 6199, top1_acc: 0.3049, top5_acc: 0.5607, loss_cls: 3.2219, loss: 3.2219, grad_norm: 1.1701 2020-08-01 07:11:32,920 - mmaction - INFO - Epoch [58][740/940] lr: 3.530e-01, eta: 2 days, 6:30:08, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5645, loss_cls: 3.1791, loss: 3.1791, grad_norm: 1.1486 2020-08-01 07:11:52,625 - mmaction - INFO - Epoch [58][760/940] lr: 3.530e-01, eta: 2 days, 6:29:42, time: 0.987, data_time: 0.007, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5574, loss_cls: 3.2033, loss: 3.2033, grad_norm: 1.1801 2020-08-01 07:12:12,587 - mmaction - INFO - Epoch [58][780/940] lr: 3.530e-01, eta: 2 days, 6:29:17, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1436, loss: 3.1436, grad_norm: 1.1428 2020-08-01 07:12:32,454 - mmaction - INFO - Epoch [58][800/940] lr: 3.530e-01, eta: 2 days, 6:28:52, time: 0.991, data_time: 0.003, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5645, loss_cls: 3.1774, loss: 3.1774, grad_norm: 1.1660 2020-08-01 07:12:52,363 - mmaction - INFO - Epoch [58][820/940] lr: 3.530e-01, eta: 2 days, 6:28:27, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5580, loss_cls: 3.2130, loss: 3.2130, grad_norm: 1.1635 2020-08-01 07:13:11,926 - mmaction - INFO - Epoch [58][840/940] lr: 3.530e-01, eta: 2 days, 6:28:01, time: 0.977, data_time: 0.004, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1465 2020-08-01 07:13:31,941 - mmaction - INFO - Epoch [58][860/940] lr: 3.530e-01, eta: 2 days, 6:27:36, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5566, loss_cls: 3.2044, loss: 3.2044, grad_norm: 1.2015 2020-08-01 07:13:51,975 - mmaction - INFO - Epoch [58][880/940] lr: 3.530e-01, eta: 2 days, 6:27:12, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5502, loss_cls: 3.2659, loss: 3.2659, grad_norm: 1.1528 2020-08-01 07:14:12,095 - mmaction - INFO - Epoch [58][900/940] lr: 3.530e-01, eta: 2 days, 6:26:48, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.2920, top5_acc: 0.5539, loss_cls: 3.2463, loss: 3.2463, grad_norm: 1.1318 2020-08-01 07:14:32,312 - mmaction - INFO - Epoch [58][920/940] lr: 3.530e-01, eta: 2 days, 6:26:24, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5623, loss_cls: 3.1951, loss: 3.1951, grad_norm: 1.1440 2020-08-01 07:14:50,907 - mmaction - INFO - Epoch [58][940/940] lr: 3.530e-01, eta: 2 days, 6:25:54, time: 0.931, data_time: 0.007, memory: 6199, top1_acc: 0.3093, top5_acc: 0.5550, loss_cls: 3.2337, loss: 3.2337, grad_norm: 1.1787 2020-08-01 07:15:24,098 - mmaction - INFO - Epoch [59][20/940] lr: 3.514e-01, eta: 2 days, 6:26:13, time: 1.630, data_time: 0.590, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1996, loss: 3.1996, grad_norm: 1.1614 2020-08-01 07:15:44,071 - mmaction - INFO - Epoch [59][40/940] lr: 3.514e-01, eta: 2 days, 6:25:48, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5730, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1728 2020-08-01 07:16:03,979 - mmaction - INFO - Epoch [59][60/940] lr: 3.514e-01, eta: 2 days, 6:25:23, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5795, loss_cls: 3.1256, loss: 3.1256, grad_norm: 1.1654 2020-08-01 07:16:25,038 - mmaction - INFO - Epoch [59][80/940] lr: 3.514e-01, eta: 2 days, 6:25:02, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5570, loss_cls: 3.2122, loss: 3.2122, grad_norm: 1.1730 2020-08-01 07:16:44,869 - mmaction - INFO - Epoch [59][100/940] lr: 3.514e-01, eta: 2 days, 6:24:37, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5650, loss_cls: 3.1708, loss: 3.1708, grad_norm: 1.1715 2020-08-01 07:17:06,215 - mmaction - INFO - Epoch [59][120/940] lr: 3.514e-01, eta: 2 days, 6:24:16, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.2984, top5_acc: 0.5598, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.1704 2020-08-01 07:17:27,080 - mmaction - INFO - Epoch [59][140/940] lr: 3.514e-01, eta: 2 days, 6:23:55, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5650, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.1353 2020-08-01 07:17:46,902 - mmaction - INFO - Epoch [59][160/940] lr: 3.514e-01, eta: 2 days, 6:23:30, time: 0.990, data_time: 0.001, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5730, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.1561 2020-08-01 07:18:08,280 - mmaction - INFO - Epoch [59][180/940] lr: 3.514e-01, eta: 2 days, 6:23:09, time: 1.066, data_time: 0.009, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5689, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1663 2020-08-01 07:18:30,235 - mmaction - INFO - Epoch [59][200/940] lr: 3.514e-01, eta: 2 days, 6:22:52, time: 1.102, data_time: 0.008, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5592, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.1755 2020-08-01 07:18:50,082 - mmaction - INFO - Epoch [59][220/940] lr: 3.514e-01, eta: 2 days, 6:22:26, time: 0.988, data_time: 0.005, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5600, loss_cls: 3.2249, loss: 3.2249, grad_norm: 1.1724 2020-08-01 07:19:10,711 - mmaction - INFO - Epoch [59][240/940] lr: 3.514e-01, eta: 2 days, 6:22:04, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5594, loss_cls: 3.2024, loss: 3.2024, grad_norm: 1.1618 2020-08-01 07:19:31,779 - mmaction - INFO - Epoch [59][260/940] lr: 3.514e-01, eta: 2 days, 6:21:43, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5520, loss_cls: 3.2004, loss: 3.2004, grad_norm: 1.1445 2020-08-01 07:19:52,159 - mmaction - INFO - Epoch [59][280/940] lr: 3.514e-01, eta: 2 days, 6:21:20, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3041, top5_acc: 0.5637, loss_cls: 3.1811, loss: 3.1811, grad_norm: 1.1606 2020-08-01 07:20:13,980 - mmaction - INFO - Epoch [59][300/940] lr: 3.514e-01, eta: 2 days, 6:21:01, time: 1.090, data_time: 0.006, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5670, loss_cls: 3.1696, loss: 3.1696, grad_norm: 1.1482 2020-08-01 07:20:34,948 - mmaction - INFO - Epoch [59][320/940] lr: 3.514e-01, eta: 2 days, 6:20:40, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5680, loss_cls: 3.1630, loss: 3.1630, grad_norm: 1.1689 2020-08-01 07:20:56,197 - mmaction - INFO - Epoch [59][340/940] lr: 3.514e-01, eta: 2 days, 6:20:19, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5525, loss_cls: 3.2359, loss: 3.2359, grad_norm: 1.1420 2020-08-01 07:21:17,336 - mmaction - INFO - Epoch [59][360/940] lr: 3.514e-01, eta: 2 days, 6:19:58, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5594, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.1586 2020-08-01 07:21:37,973 - mmaction - INFO - Epoch [59][380/940] lr: 3.514e-01, eta: 2 days, 6:19:36, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5654, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.1645 2020-08-01 07:21:58,506 - mmaction - INFO - Epoch [59][400/940] lr: 3.514e-01, eta: 2 days, 6:19:13, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5703, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1576 2020-08-01 07:22:19,035 - mmaction - INFO - Epoch [59][420/940] lr: 3.514e-01, eta: 2 days, 6:18:50, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5492, loss_cls: 3.1888, loss: 3.1888, grad_norm: 1.1608 2020-08-01 07:22:40,078 - mmaction - INFO - Epoch [59][440/940] lr: 3.514e-01, eta: 2 days, 6:18:29, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5676, loss_cls: 3.1734, loss: 3.1734, grad_norm: 1.1755 2020-08-01 07:23:02,258 - mmaction - INFO - Epoch [59][460/940] lr: 3.514e-01, eta: 2 days, 6:18:12, time: 1.107, data_time: 0.008, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5646, loss_cls: 3.1403, loss: 3.1403, grad_norm: 1.1598 2020-08-01 07:23:22,975 - mmaction - INFO - Epoch [59][480/940] lr: 3.514e-01, eta: 2 days, 6:17:50, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5643, loss_cls: 3.1931, loss: 3.1931, grad_norm: 1.1535 2020-08-01 07:23:43,628 - mmaction - INFO - Epoch [59][500/940] lr: 3.514e-01, eta: 2 days, 6:17:27, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5684, loss_cls: 3.2125, loss: 3.2125, grad_norm: 1.1621 2020-08-01 07:24:03,966 - mmaction - INFO - Epoch [59][520/940] lr: 3.514e-01, eta: 2 days, 6:17:04, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.2975, top5_acc: 0.5473, loss_cls: 3.2545, loss: 3.2545, grad_norm: 1.1810 2020-08-01 07:24:24,666 - mmaction - INFO - Epoch [59][540/940] lr: 3.514e-01, eta: 2 days, 6:16:41, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5650, loss_cls: 3.1751, loss: 3.1751, grad_norm: 1.1611 2020-08-01 07:24:45,207 - mmaction - INFO - Epoch [59][560/940] lr: 3.514e-01, eta: 2 days, 6:16:19, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5547, loss_cls: 3.2261, loss: 3.2261, grad_norm: 1.1625 2020-08-01 07:25:06,492 - mmaction - INFO - Epoch [59][580/940] lr: 3.514e-01, eta: 2 days, 6:15:58, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5699, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1626 2020-08-01 07:25:27,245 - mmaction - INFO - Epoch [59][600/940] lr: 3.514e-01, eta: 2 days, 6:15:36, time: 1.037, data_time: 0.002, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5605, loss_cls: 3.2216, loss: 3.2216, grad_norm: 1.1495 2020-08-01 07:25:47,928 - mmaction - INFO - Epoch [59][620/940] lr: 3.514e-01, eta: 2 days, 6:15:14, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5578, loss_cls: 3.2160, loss: 3.2160, grad_norm: 1.1606 2020-08-01 07:26:08,666 - mmaction - INFO - Epoch [59][640/940] lr: 3.514e-01, eta: 2 days, 6:14:52, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5705, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.1740 2020-08-01 07:26:29,476 - mmaction - INFO - Epoch [59][660/940] lr: 3.514e-01, eta: 2 days, 6:14:30, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5590, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.1645 2020-08-01 07:26:50,042 - mmaction - INFO - Epoch [59][680/940] lr: 3.514e-01, eta: 2 days, 6:14:07, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5557, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.1561 2020-08-01 07:27:10,635 - mmaction - INFO - Epoch [59][700/940] lr: 3.514e-01, eta: 2 days, 6:13:44, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5605, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.1775 2020-08-01 07:27:31,507 - mmaction - INFO - Epoch [59][720/940] lr: 3.514e-01, eta: 2 days, 6:13:23, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5732, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.1679 2020-08-01 07:27:52,369 - mmaction - INFO - Epoch [59][740/940] lr: 3.514e-01, eta: 2 days, 6:13:01, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5666, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1716 2020-08-01 07:28:13,603 - mmaction - INFO - Epoch [59][760/940] lr: 3.514e-01, eta: 2 days, 6:12:41, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5627, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1546 2020-08-01 07:28:34,385 - mmaction - INFO - Epoch [59][780/940] lr: 3.514e-01, eta: 2 days, 6:12:19, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5586, loss_cls: 3.2287, loss: 3.2287, grad_norm: 1.1689 2020-08-01 07:28:55,429 - mmaction - INFO - Epoch [59][800/940] lr: 3.514e-01, eta: 2 days, 6:11:57, time: 1.051, data_time: 0.010, memory: 6199, top1_acc: 0.2910, top5_acc: 0.5496, loss_cls: 3.2658, loss: 3.2658, grad_norm: 1.1537 2020-08-01 07:29:15,967 - mmaction - INFO - Epoch [59][820/940] lr: 3.514e-01, eta: 2 days, 6:11:35, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5602, loss_cls: 3.1872, loss: 3.1872, grad_norm: 1.1603 2020-08-01 07:29:36,828 - mmaction - INFO - Epoch [59][840/940] lr: 3.514e-01, eta: 2 days, 6:11:13, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5678, loss_cls: 3.1897, loss: 3.1897, grad_norm: 1.1704 2020-08-01 07:29:57,483 - mmaction - INFO - Epoch [59][860/940] lr: 3.514e-01, eta: 2 days, 6:10:51, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5633, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.1638 2020-08-01 07:30:17,203 - mmaction - INFO - Epoch [59][880/940] lr: 3.514e-01, eta: 2 days, 6:10:25, time: 0.984, data_time: 0.005, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5627, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.1742 2020-08-01 07:30:37,873 - mmaction - INFO - Epoch [59][900/940] lr: 3.514e-01, eta: 2 days, 6:10:03, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5594, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1665 2020-08-01 07:30:58,293 - mmaction - INFO - Epoch [59][920/940] lr: 3.514e-01, eta: 2 days, 6:09:40, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5504, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.1621 2020-08-01 07:31:18,216 - mmaction - INFO - Epoch [59][940/940] lr: 3.514e-01, eta: 2 days, 6:09:15, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5479, loss_cls: 3.2329, loss: 3.2329, grad_norm: 1.1447 2020-08-01 07:31:48,769 - mmaction - INFO - Epoch [60][20/940] lr: 3.498e-01, eta: 2 days, 6:09:24, time: 1.507, data_time: 0.490, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1466 2020-08-01 07:32:08,612 - mmaction - INFO - Epoch [60][40/940] lr: 3.498e-01, eta: 2 days, 6:08:59, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5680, loss_cls: 3.1285, loss: 3.1285, grad_norm: 1.1590 2020-08-01 07:32:30,079 - mmaction - INFO - Epoch [60][60/940] lr: 3.498e-01, eta: 2 days, 6:08:39, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5756, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.1828 2020-08-01 07:32:52,037 - mmaction - INFO - Epoch [60][80/940] lr: 3.498e-01, eta: 2 days, 6:08:21, time: 1.097, data_time: 0.009, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5590, loss_cls: 3.1976, loss: 3.1976, grad_norm: 1.1755 2020-08-01 07:33:12,654 - mmaction - INFO - Epoch [60][100/940] lr: 3.498e-01, eta: 2 days, 6:07:59, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5547, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.1578 2020-08-01 07:33:33,826 - mmaction - INFO - Epoch [60][120/940] lr: 3.498e-01, eta: 2 days, 6:07:38, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5527, loss_cls: 3.2199, loss: 3.2199, grad_norm: 1.1768 2020-08-01 07:33:54,609 - mmaction - INFO - Epoch [60][140/940] lr: 3.498e-01, eta: 2 days, 6:07:16, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5588, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.1650 2020-08-01 07:34:15,295 - mmaction - INFO - Epoch [60][160/940] lr: 3.498e-01, eta: 2 days, 6:06:54, time: 1.032, data_time: 0.010, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5709, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.1630 2020-08-01 07:34:36,164 - mmaction - INFO - Epoch [60][180/940] lr: 3.498e-01, eta: 2 days, 6:06:32, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.2947, top5_acc: 0.5506, loss_cls: 3.2420, loss: 3.2420, grad_norm: 1.1718 2020-08-01 07:34:57,000 - mmaction - INFO - Epoch [60][200/940] lr: 3.498e-01, eta: 2 days, 6:06:10, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5547, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.1723 2020-08-01 07:35:16,909 - mmaction - INFO - Epoch [60][220/940] lr: 3.498e-01, eta: 2 days, 6:05:45, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5674, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1657 2020-08-01 07:35:37,543 - mmaction - INFO - Epoch [60][240/940] lr: 3.498e-01, eta: 2 days, 6:05:23, time: 1.035, data_time: 0.012, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5602, loss_cls: 3.1971, loss: 3.1971, grad_norm: 1.1763 2020-08-01 07:35:57,931 - mmaction - INFO - Epoch [60][260/940] lr: 3.498e-01, eta: 2 days, 6:05:00, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5664, loss_cls: 3.2053, loss: 3.2053, grad_norm: 1.1544 2020-08-01 07:36:19,291 - mmaction - INFO - Epoch [60][280/940] lr: 3.498e-01, eta: 2 days, 6:04:40, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5674, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.1694 2020-08-01 07:36:39,978 - mmaction - INFO - Epoch [60][300/940] lr: 3.498e-01, eta: 2 days, 6:04:17, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3121, top5_acc: 0.5566, loss_cls: 3.1955, loss: 3.1955, grad_norm: 1.1596 2020-08-01 07:37:01,135 - mmaction - INFO - Epoch [60][320/940] lr: 3.498e-01, eta: 2 days, 6:03:57, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5555, loss_cls: 3.2138, loss: 3.2138, grad_norm: 1.1537 2020-08-01 07:37:21,268 - mmaction - INFO - Epoch [60][340/940] lr: 3.498e-01, eta: 2 days, 6:03:32, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5672, loss_cls: 3.1583, loss: 3.1583, grad_norm: 1.1816 2020-08-01 07:37:42,050 - mmaction - INFO - Epoch [60][360/940] lr: 3.498e-01, eta: 2 days, 6:03:10, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5578, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.1873 2020-08-01 07:38:03,554 - mmaction - INFO - Epoch [60][380/940] lr: 3.498e-01, eta: 2 days, 6:02:51, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5762, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.1611 2020-08-01 07:38:24,431 - mmaction - INFO - Epoch [60][400/940] lr: 3.498e-01, eta: 2 days, 6:02:29, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5582, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1586 2020-08-01 07:38:45,150 - mmaction - INFO - Epoch [60][420/940] lr: 3.498e-01, eta: 2 days, 6:02:07, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5449, loss_cls: 3.2413, loss: 3.2413, grad_norm: 1.1834 2020-08-01 07:39:06,009 - mmaction - INFO - Epoch [60][440/940] lr: 3.498e-01, eta: 2 days, 6:01:45, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.3047, top5_acc: 0.5590, loss_cls: 3.1983, loss: 3.1983, grad_norm: 1.1691 2020-08-01 07:39:27,769 - mmaction - INFO - Epoch [60][460/940] lr: 3.498e-01, eta: 2 days, 6:01:26, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5617, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1734 2020-08-01 07:39:49,265 - mmaction - INFO - Epoch [60][480/940] lr: 3.498e-01, eta: 2 days, 6:01:07, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5563, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.1742 2020-08-01 07:40:10,104 - mmaction - INFO - Epoch [60][500/940] lr: 3.498e-01, eta: 2 days, 6:00:45, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5670, loss_cls: 3.1826, loss: 3.1826, grad_norm: 1.1691 2020-08-01 07:40:30,816 - mmaction - INFO - Epoch [60][520/940] lr: 3.498e-01, eta: 2 days, 6:00:23, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5611, loss_cls: 3.1969, loss: 3.1969, grad_norm: 1.1847 2020-08-01 07:40:51,100 - mmaction - INFO - Epoch [60][540/940] lr: 3.498e-01, eta: 2 days, 5:59:59, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5748, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.1833 2020-08-01 07:41:12,510 - mmaction - INFO - Epoch [60][560/940] lr: 3.498e-01, eta: 2 days, 5:59:39, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5576, loss_cls: 3.2161, loss: 3.2161, grad_norm: 1.1973 2020-08-01 07:41:33,285 - mmaction - INFO - Epoch [60][580/940] lr: 3.498e-01, eta: 2 days, 5:59:17, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5600, loss_cls: 3.1923, loss: 3.1923, grad_norm: 1.1686 2020-08-01 07:41:54,968 - mmaction - INFO - Epoch [60][600/940] lr: 3.498e-01, eta: 2 days, 5:58:59, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5582, loss_cls: 3.1788, loss: 3.1788, grad_norm: 1.1660 2020-08-01 07:42:15,435 - mmaction - INFO - Epoch [60][620/940] lr: 3.498e-01, eta: 2 days, 5:58:36, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5566, loss_cls: 3.2070, loss: 3.2070, grad_norm: 1.1702 2020-08-01 07:42:36,924 - mmaction - INFO - Epoch [60][640/940] lr: 3.498e-01, eta: 2 days, 5:58:16, time: 1.071, data_time: 0.004, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5711, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1728 2020-08-01 07:42:57,212 - mmaction - INFO - Epoch [60][660/940] lr: 3.498e-01, eta: 2 days, 5:57:52, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.2992, top5_acc: 0.5607, loss_cls: 3.1885, loss: 3.1885, grad_norm: 1.1523 2020-08-01 07:43:18,608 - mmaction - INFO - Epoch [60][680/940] lr: 3.498e-01, eta: 2 days, 5:57:32, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5629, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.1776 2020-08-01 07:43:40,150 - mmaction - INFO - Epoch [60][700/940] lr: 3.498e-01, eta: 2 days, 5:57:13, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5600, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.1592 2020-08-01 07:44:01,042 - mmaction - INFO - Epoch [60][720/940] lr: 3.498e-01, eta: 2 days, 5:56:51, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5625, loss_cls: 3.1757, loss: 3.1757, grad_norm: 1.1723 2020-08-01 07:44:21,783 - mmaction - INFO - Epoch [60][740/940] lr: 3.498e-01, eta: 2 days, 5:56:29, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5625, loss_cls: 3.1636, loss: 3.1636, grad_norm: 1.1567 2020-08-01 07:44:43,136 - mmaction - INFO - Epoch [60][760/940] lr: 3.498e-01, eta: 2 days, 5:56:09, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.2998, top5_acc: 0.5496, loss_cls: 3.2451, loss: 3.2451, grad_norm: 1.1652 2020-08-01 07:45:03,948 - mmaction - INFO - Epoch [60][780/940] lr: 3.498e-01, eta: 2 days, 5:55:47, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5721, loss_cls: 3.1877, loss: 3.1877, grad_norm: 1.1498 2020-08-01 07:45:23,787 - mmaction - INFO - Epoch [60][800/940] lr: 3.498e-01, eta: 2 days, 5:55:22, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.2959, top5_acc: 0.5553, loss_cls: 3.2147, loss: 3.2147, grad_norm: 1.1748 2020-08-01 07:45:44,119 - mmaction - INFO - Epoch [60][820/940] lr: 3.498e-01, eta: 2 days, 5:54:59, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5535, loss_cls: 3.2355, loss: 3.2355, grad_norm: 1.1746 2020-08-01 07:46:05,510 - mmaction - INFO - Epoch [60][840/940] lr: 3.498e-01, eta: 2 days, 5:54:39, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5629, loss_cls: 3.1769, loss: 3.1769, grad_norm: 1.1728 2020-08-01 07:46:26,610 - mmaction - INFO - Epoch [60][860/940] lr: 3.498e-01, eta: 2 days, 5:54:18, time: 1.056, data_time: 0.009, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5701, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.1937 2020-08-01 07:46:47,951 - mmaction - INFO - Epoch [60][880/940] lr: 3.498e-01, eta: 2 days, 5:53:58, time: 1.066, data_time: 0.003, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2328, loss: 3.2328, grad_norm: 1.1842 2020-08-01 07:47:08,787 - mmaction - INFO - Epoch [60][900/940] lr: 3.498e-01, eta: 2 days, 5:53:36, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.3004, top5_acc: 0.5563, loss_cls: 3.2143, loss: 3.2143, grad_norm: 1.1586 2020-08-01 07:47:29,514 - mmaction - INFO - Epoch [60][920/940] lr: 3.498e-01, eta: 2 days, 5:53:14, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5510, loss_cls: 3.2251, loss: 3.2251, grad_norm: 1.1589 2020-08-01 07:47:48,747 - mmaction - INFO - Epoch [60][940/940] lr: 3.498e-01, eta: 2 days, 5:52:47, time: 0.962, data_time: 0.009, memory: 6199, top1_acc: 0.3056, top5_acc: 0.5566, loss_cls: 3.2327, loss: 3.2327, grad_norm: 1.1636 2020-08-01 07:47:49,014 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-08-01 07:48:19,081 - mmaction - INFO - Epoch [61][20/940] lr: 3.482e-01, eta: 2 days, 5:52:53, time: 1.463, data_time: 0.479, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5633, loss_cls: 3.1713, loss: 3.1713, grad_norm: 1.1793 2020-08-01 07:48:39,303 - mmaction - INFO - Epoch [61][40/940] lr: 3.482e-01, eta: 2 days, 5:52:29, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5721, loss_cls: 3.1678, loss: 3.1678, grad_norm: 1.1656 2020-08-01 07:48:59,355 - mmaction - INFO - Epoch [61][60/940] lr: 3.482e-01, eta: 2 days, 5:52:04, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5623, loss_cls: 3.1992, loss: 3.1992, grad_norm: 1.1602 2020-08-01 07:49:20,482 - mmaction - INFO - Epoch [61][80/940] lr: 3.482e-01, eta: 2 days, 5:51:43, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5545, loss_cls: 3.2023, loss: 3.2023, grad_norm: 1.1727 2020-08-01 07:49:40,799 - mmaction - INFO - Epoch [61][100/940] lr: 3.482e-01, eta: 2 days, 5:51:20, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5639, loss_cls: 3.1810, loss: 3.1810, grad_norm: 1.1619 2020-08-01 07:50:02,646 - mmaction - INFO - Epoch [61][120/940] lr: 3.482e-01, eta: 2 days, 5:51:02, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5699, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1460 2020-08-01 07:50:23,043 - mmaction - INFO - Epoch [61][140/940] lr: 3.482e-01, eta: 2 days, 5:50:39, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5637, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1612 2020-08-01 07:50:43,720 - mmaction - INFO - Epoch [61][160/940] lr: 3.482e-01, eta: 2 days, 5:50:16, time: 1.030, data_time: 0.004, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5658, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.1586 2020-08-01 07:51:04,895 - mmaction - INFO - Epoch [61][180/940] lr: 3.482e-01, eta: 2 days, 5:49:55, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5563, loss_cls: 3.2012, loss: 3.2012, grad_norm: 1.1716 2020-08-01 07:51:25,394 - mmaction - INFO - Epoch [61][200/940] lr: 3.482e-01, eta: 2 days, 5:49:32, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5625, loss_cls: 3.1772, loss: 3.1772, grad_norm: 1.1719 2020-08-01 07:51:46,935 - mmaction - INFO - Epoch [61][220/940] lr: 3.482e-01, eta: 2 days, 5:49:13, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5654, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.1788 2020-08-01 07:52:07,499 - mmaction - INFO - Epoch [61][240/940] lr: 3.482e-01, eta: 2 days, 5:48:50, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5666, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.1441 2020-08-01 07:52:28,257 - mmaction - INFO - Epoch [61][260/940] lr: 3.482e-01, eta: 2 days, 5:48:28, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5660, loss_cls: 3.1500, loss: 3.1500, grad_norm: 1.1792 2020-08-01 07:52:48,658 - mmaction - INFO - Epoch [61][280/940] lr: 3.482e-01, eta: 2 days, 5:48:05, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1662, loss: 3.1662, grad_norm: 1.1732 2020-08-01 07:53:09,901 - mmaction - INFO - Epoch [61][300/940] lr: 3.482e-01, eta: 2 days, 5:47:45, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5604, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1682 2020-08-01 07:53:30,174 - mmaction - INFO - Epoch [61][320/940] lr: 3.482e-01, eta: 2 days, 5:47:21, time: 1.014, data_time: 0.003, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5764, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.1632 2020-08-01 07:53:50,791 - mmaction - INFO - Epoch [61][340/940] lr: 3.482e-01, eta: 2 days, 5:46:58, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5715, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.1597 2020-08-01 07:54:11,477 - mmaction - INFO - Epoch [61][360/940] lr: 3.482e-01, eta: 2 days, 5:46:36, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5604, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.2089 2020-08-01 07:54:32,597 - mmaction - INFO - Epoch [61][380/940] lr: 3.482e-01, eta: 2 days, 5:46:15, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5598, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1559 2020-08-01 07:54:52,870 - mmaction - INFO - Epoch [61][400/940] lr: 3.482e-01, eta: 2 days, 5:45:52, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5768, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1532 2020-08-01 07:55:14,230 - mmaction - INFO - Epoch [61][420/940] lr: 3.482e-01, eta: 2 days, 5:45:32, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5631, loss_cls: 3.1599, loss: 3.1599, grad_norm: 1.1658 2020-08-01 07:55:35,055 - mmaction - INFO - Epoch [61][440/940] lr: 3.482e-01, eta: 2 days, 5:45:10, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5678, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.1753 2020-08-01 07:55:56,027 - mmaction - INFO - Epoch [61][460/940] lr: 3.482e-01, eta: 2 days, 5:44:49, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5617, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1590 2020-08-01 07:56:16,577 - mmaction - INFO - Epoch [61][480/940] lr: 3.482e-01, eta: 2 days, 5:44:26, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5475, loss_cls: 3.2493, loss: 3.2493, grad_norm: 1.1508 2020-08-01 07:56:38,881 - mmaction - INFO - Epoch [61][500/940] lr: 3.482e-01, eta: 2 days, 5:44:09, time: 1.112, data_time: 0.009, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5736, loss_cls: 3.1669, loss: 3.1669, grad_norm: 1.1664 2020-08-01 07:56:59,324 - mmaction - INFO - Epoch [61][520/940] lr: 3.482e-01, eta: 2 days, 5:43:46, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5701, loss_cls: 3.1692, loss: 3.1692, grad_norm: 1.1796 2020-08-01 07:57:19,050 - mmaction - INFO - Epoch [61][540/940] lr: 3.482e-01, eta: 2 days, 5:43:20, time: 0.985, data_time: 0.009, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5588, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1735 2020-08-01 07:57:39,914 - mmaction - INFO - Epoch [61][560/940] lr: 3.482e-01, eta: 2 days, 5:42:59, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5662, loss_cls: 3.2072, loss: 3.2072, grad_norm: 1.1720 2020-08-01 07:58:01,620 - mmaction - INFO - Epoch [61][580/940] lr: 3.482e-01, eta: 2 days, 5:42:40, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5609, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.1798 2020-08-01 07:58:21,588 - mmaction - INFO - Epoch [61][600/940] lr: 3.482e-01, eta: 2 days, 5:42:15, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5449, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.1801 2020-08-01 07:58:42,123 - mmaction - INFO - Epoch [61][620/940] lr: 3.482e-01, eta: 2 days, 5:41:53, time: 1.028, data_time: 0.010, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5605, loss_cls: 3.1860, loss: 3.1860, grad_norm: 1.1678 2020-08-01 07:59:03,469 - mmaction - INFO - Epoch [61][640/940] lr: 3.482e-01, eta: 2 days, 5:41:33, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3002, top5_acc: 0.5484, loss_cls: 3.2321, loss: 3.2321, grad_norm: 1.1633 2020-08-01 07:59:23,807 - mmaction - INFO - Epoch [61][660/940] lr: 3.482e-01, eta: 2 days, 5:41:09, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1467, loss: 3.1467, grad_norm: 1.1514 2020-08-01 07:59:45,463 - mmaction - INFO - Epoch [61][680/940] lr: 3.482e-01, eta: 2 days, 5:40:50, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5643, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.1709 2020-08-01 08:00:10,366 - mmaction - INFO - Epoch [61][700/940] lr: 3.482e-01, eta: 2 days, 5:40:41, time: 1.242, data_time: 0.008, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1816, loss: 3.1816, grad_norm: 1.1790 2020-08-01 08:00:30,654 - mmaction - INFO - Epoch [61][720/940] lr: 3.482e-01, eta: 2 days, 5:40:18, time: 1.019, data_time: 0.013, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5711, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1678 2020-08-01 08:00:51,292 - mmaction - INFO - Epoch [61][740/940] lr: 3.482e-01, eta: 2 days, 5:39:56, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5650, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1591 2020-08-01 08:01:12,267 - mmaction - INFO - Epoch [61][760/940] lr: 3.482e-01, eta: 2 days, 5:39:34, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.2971, top5_acc: 0.5545, loss_cls: 3.2435, loss: 3.2435, grad_norm: 1.1798 2020-08-01 08:01:33,212 - mmaction - INFO - Epoch [61][780/940] lr: 3.482e-01, eta: 2 days, 5:39:13, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5604, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.1817 2020-08-01 08:01:53,718 - mmaction - INFO - Epoch [61][800/940] lr: 3.482e-01, eta: 2 days, 5:38:50, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5574, loss_cls: 3.2075, loss: 3.2075, grad_norm: 1.1832 2020-08-01 08:02:14,009 - mmaction - INFO - Epoch [61][820/940] lr: 3.482e-01, eta: 2 days, 5:38:26, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3061, top5_acc: 0.5547, loss_cls: 3.2133, loss: 3.2133, grad_norm: 1.1625 2020-08-01 08:02:34,818 - mmaction - INFO - Epoch [61][840/940] lr: 3.482e-01, eta: 2 days, 5:38:04, time: 1.039, data_time: 0.003, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5543, loss_cls: 3.2071, loss: 3.2071, grad_norm: 1.1564 2020-08-01 08:02:55,462 - mmaction - INFO - Epoch [61][860/940] lr: 3.482e-01, eta: 2 days, 5:37:42, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5584, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1646 2020-08-01 08:03:16,018 - mmaction - INFO - Epoch [61][880/940] lr: 3.482e-01, eta: 2 days, 5:37:19, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5604, loss_cls: 3.2025, loss: 3.2025, grad_norm: 1.1607 2020-08-01 08:03:36,983 - mmaction - INFO - Epoch [61][900/940] lr: 3.482e-01, eta: 2 days, 5:36:58, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5705, loss_cls: 3.2005, loss: 3.2005, grad_norm: 1.1676 2020-08-01 08:03:57,020 - mmaction - INFO - Epoch [61][920/940] lr: 3.482e-01, eta: 2 days, 5:36:34, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5598, loss_cls: 3.1773, loss: 3.1773, grad_norm: 1.1547 2020-08-01 08:04:16,451 - mmaction - INFO - Epoch [61][940/940] lr: 3.482e-01, eta: 2 days, 5:36:08, time: 0.975, data_time: 0.008, memory: 6199, top1_acc: 0.2987, top5_acc: 0.5495, loss_cls: 3.2301, loss: 3.2301, grad_norm: 1.1711 2020-08-01 08:04:50,018 - mmaction - INFO - Epoch [62][20/940] lr: 3.465e-01, eta: 2 days, 5:36:25, time: 1.651, data_time: 0.616, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5768, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.1719 2020-08-01 08:05:09,669 - mmaction - INFO - Epoch [62][40/940] lr: 3.465e-01, eta: 2 days, 5:36:00, time: 0.988, data_time: 0.010, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5561, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1978 2020-08-01 08:05:29,737 - mmaction - INFO - Epoch [62][60/940] lr: 3.465e-01, eta: 2 days, 5:35:35, time: 1.003, data_time: 0.003, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5641, loss_cls: 3.1491, loss: 3.1491, grad_norm: 1.1536 2020-08-01 08:05:50,295 - mmaction - INFO - Epoch [62][80/940] lr: 3.465e-01, eta: 2 days, 5:35:13, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5652, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.1732 2020-08-01 08:06:11,501 - mmaction - INFO - Epoch [62][100/940] lr: 3.465e-01, eta: 2 days, 5:34:52, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5660, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.1851 2020-08-01 08:06:32,267 - mmaction - INFO - Epoch [62][120/940] lr: 3.465e-01, eta: 2 days, 5:34:30, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5629, loss_cls: 3.1813, loss: 3.1813, grad_norm: 1.1937 2020-08-01 08:06:52,882 - mmaction - INFO - Epoch [62][140/940] lr: 3.465e-01, eta: 2 days, 5:34:08, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5539, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.1857 2020-08-01 08:07:13,466 - mmaction - INFO - Epoch [62][160/940] lr: 3.465e-01, eta: 2 days, 5:33:45, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5766, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1860 2020-08-01 08:07:35,126 - mmaction - INFO - Epoch [62][180/940] lr: 3.465e-01, eta: 2 days, 5:33:26, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5689, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.1802 2020-08-01 08:07:55,204 - mmaction - INFO - Epoch [62][200/940] lr: 3.465e-01, eta: 2 days, 5:33:02, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5701, loss_cls: 3.1421, loss: 3.1421, grad_norm: 1.1657 2020-08-01 08:08:16,577 - mmaction - INFO - Epoch [62][220/940] lr: 3.465e-01, eta: 2 days, 5:32:42, time: 1.065, data_time: 0.003, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5660, loss_cls: 3.1724, loss: 3.1724, grad_norm: 1.1848 2020-08-01 08:08:36,767 - mmaction - INFO - Epoch [62][240/940] lr: 3.465e-01, eta: 2 days, 5:32:18, time: 1.014, data_time: 0.011, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5684, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1861 2020-08-01 08:08:57,785 - mmaction - INFO - Epoch [62][260/940] lr: 3.465e-01, eta: 2 days, 5:31:57, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5633, loss_cls: 3.2010, loss: 3.2010, grad_norm: 1.1745 2020-08-01 08:09:18,651 - mmaction - INFO - Epoch [62][280/940] lr: 3.465e-01, eta: 2 days, 5:31:35, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5703, loss_cls: 3.1466, loss: 3.1466, grad_norm: 1.1597 2020-08-01 08:09:39,411 - mmaction - INFO - Epoch [62][300/940] lr: 3.465e-01, eta: 2 days, 5:31:13, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3234, top5_acc: 0.5713, loss_cls: 3.1330, loss: 3.1330, grad_norm: 1.1694 2020-08-01 08:10:00,676 - mmaction - INFO - Epoch [62][320/940] lr: 3.465e-01, eta: 2 days, 5:30:53, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5631, loss_cls: 3.1704, loss: 3.1704, grad_norm: 1.1669 2020-08-01 08:10:21,793 - mmaction - INFO - Epoch [62][340/940] lr: 3.465e-01, eta: 2 days, 5:30:32, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5717, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.1798 2020-08-01 08:10:41,696 - mmaction - INFO - Epoch [62][360/940] lr: 3.465e-01, eta: 2 days, 5:30:07, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5621, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.1871 2020-08-01 08:11:02,258 - mmaction - INFO - Epoch [62][380/940] lr: 3.465e-01, eta: 2 days, 5:29:44, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5598, loss_cls: 3.2038, loss: 3.2038, grad_norm: 1.1642 2020-08-01 08:11:23,358 - mmaction - INFO - Epoch [62][400/940] lr: 3.465e-01, eta: 2 days, 5:29:24, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5725, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.1682 2020-08-01 08:11:44,795 - mmaction - INFO - Epoch [62][420/940] lr: 3.465e-01, eta: 2 days, 5:29:04, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5557, loss_cls: 3.2163, loss: 3.2163, grad_norm: 1.1865 2020-08-01 08:12:05,267 - mmaction - INFO - Epoch [62][440/940] lr: 3.465e-01, eta: 2 days, 5:28:41, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5697, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.1680 2020-08-01 08:12:27,331 - mmaction - INFO - Epoch [62][460/940] lr: 3.465e-01, eta: 2 days, 5:28:23, time: 1.104, data_time: 0.004, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5590, loss_cls: 3.1980, loss: 3.1980, grad_norm: 1.1753 2020-08-01 08:12:48,191 - mmaction - INFO - Epoch [62][480/940] lr: 3.465e-01, eta: 2 days, 5:28:01, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5619, loss_cls: 3.1709, loss: 3.1709, grad_norm: 1.1767 2020-08-01 08:13:08,249 - mmaction - INFO - Epoch [62][500/940] lr: 3.465e-01, eta: 2 days, 5:27:37, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5584, loss_cls: 3.1875, loss: 3.1875, grad_norm: 1.1700 2020-08-01 08:13:28,590 - mmaction - INFO - Epoch [62][520/940] lr: 3.465e-01, eta: 2 days, 5:27:14, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2331, loss: 3.2331, grad_norm: 1.1665 2020-08-01 08:13:49,688 - mmaction - INFO - Epoch [62][540/940] lr: 3.465e-01, eta: 2 days, 5:26:53, time: 1.056, data_time: 0.004, memory: 6199, top1_acc: 0.3023, top5_acc: 0.5490, loss_cls: 3.2237, loss: 3.2237, grad_norm: 1.1689 2020-08-01 08:14:10,710 - mmaction - INFO - Epoch [62][560/940] lr: 3.465e-01, eta: 2 days, 5:26:32, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5596, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1560 2020-08-01 08:14:31,166 - mmaction - INFO - Epoch [62][580/940] lr: 3.465e-01, eta: 2 days, 5:26:09, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5588, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.1709 2020-08-01 08:14:51,567 - mmaction - INFO - Epoch [62][600/940] lr: 3.465e-01, eta: 2 days, 5:25:45, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.2957, top5_acc: 0.5568, loss_cls: 3.2371, loss: 3.2371, grad_norm: 1.1564 2020-08-01 08:15:13,346 - mmaction - INFO - Epoch [62][620/940] lr: 3.465e-01, eta: 2 days, 5:25:27, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5705, loss_cls: 3.1600, loss: 3.1600, grad_norm: 1.1618 2020-08-01 08:15:34,115 - mmaction - INFO - Epoch [62][640/940] lr: 3.465e-01, eta: 2 days, 5:25:05, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5561, loss_cls: 3.2057, loss: 3.2057, grad_norm: 1.1625 2020-08-01 08:15:55,840 - mmaction - INFO - Epoch [62][660/940] lr: 3.465e-01, eta: 2 days, 5:24:46, time: 1.083, data_time: 0.009, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5619, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.1661 2020-08-01 08:16:15,993 - mmaction - INFO - Epoch [62][680/940] lr: 3.465e-01, eta: 2 days, 5:24:22, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5615, loss_cls: 3.1396, loss: 3.1396, grad_norm: 1.1526 2020-08-01 08:16:37,088 - mmaction - INFO - Epoch [62][700/940] lr: 3.465e-01, eta: 2 days, 5:24:01, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5553, loss_cls: 3.1945, loss: 3.1945, grad_norm: 1.1751 2020-08-01 08:16:58,152 - mmaction - INFO - Epoch [62][720/940] lr: 3.465e-01, eta: 2 days, 5:23:40, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3076, top5_acc: 0.5598, loss_cls: 3.1912, loss: 3.1912, grad_norm: 1.1703 2020-08-01 08:17:19,323 - mmaction - INFO - Epoch [62][740/940] lr: 3.465e-01, eta: 2 days, 5:23:19, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1736, loss: 3.1736, grad_norm: 1.1806 2020-08-01 08:17:40,386 - mmaction - INFO - Epoch [62][760/940] lr: 3.465e-01, eta: 2 days, 5:22:58, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.2994, top5_acc: 0.5500, loss_cls: 3.2541, loss: 3.2541, grad_norm: 1.1744 2020-08-01 08:18:01,324 - mmaction - INFO - Epoch [62][780/940] lr: 3.465e-01, eta: 2 days, 5:22:37, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5576, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.1529 2020-08-01 08:18:21,693 - mmaction - INFO - Epoch [62][800/940] lr: 3.465e-01, eta: 2 days, 5:22:14, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5660, loss_cls: 3.1759, loss: 3.1759, grad_norm: 1.1545 2020-08-01 08:18:42,519 - mmaction - INFO - Epoch [62][820/940] lr: 3.465e-01, eta: 2 days, 5:21:52, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5666, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.1533 2020-08-01 08:19:02,788 - mmaction - INFO - Epoch [62][840/940] lr: 3.465e-01, eta: 2 days, 5:21:28, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5629, loss_cls: 3.1744, loss: 3.1744, grad_norm: 1.1515 2020-08-01 08:19:22,822 - mmaction - INFO - Epoch [62][860/940] lr: 3.465e-01, eta: 2 days, 5:21:04, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5732, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1679 2020-08-01 08:19:43,486 - mmaction - INFO - Epoch [62][880/940] lr: 3.465e-01, eta: 2 days, 5:20:42, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5643, loss_cls: 3.1778, loss: 3.1778, grad_norm: 1.1759 2020-08-01 08:20:03,525 - mmaction - INFO - Epoch [62][900/940] lr: 3.465e-01, eta: 2 days, 5:20:17, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5615, loss_cls: 3.1755, loss: 3.1755, grad_norm: 1.1727 2020-08-01 08:20:24,679 - mmaction - INFO - Epoch [62][920/940] lr: 3.465e-01, eta: 2 days, 5:19:57, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5508, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.1784 2020-08-01 08:20:44,568 - mmaction - INFO - Epoch [62][940/940] lr: 3.465e-01, eta: 2 days, 5:19:32, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3044, top5_acc: 0.5499, loss_cls: 3.2637, loss: 3.2637, grad_norm: 1.1772 2020-08-01 08:21:15,517 - mmaction - INFO - Epoch [63][20/940] lr: 3.448e-01, eta: 2 days, 5:19:41, time: 1.530, data_time: 0.460, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5707, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.1955 2020-08-01 08:21:35,613 - mmaction - INFO - Epoch [63][40/940] lr: 3.448e-01, eta: 2 days, 5:19:17, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5768, loss_cls: 3.1485, loss: 3.1485, grad_norm: 1.1780 2020-08-01 08:21:56,524 - mmaction - INFO - Epoch [63][60/940] lr: 3.448e-01, eta: 2 days, 5:18:55, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5701, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1692 2020-08-01 08:22:17,651 - mmaction - INFO - Epoch [63][80/940] lr: 3.448e-01, eta: 2 days, 5:18:34, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5758, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.1691 2020-08-01 08:22:38,097 - mmaction - INFO - Epoch [63][100/940] lr: 3.448e-01, eta: 2 days, 5:18:11, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5664, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1519 2020-08-01 08:22:58,423 - mmaction - INFO - Epoch [63][120/940] lr: 3.448e-01, eta: 2 days, 5:17:48, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5719, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.1831 2020-08-01 08:23:18,461 - mmaction - INFO - Epoch [63][140/940] lr: 3.448e-01, eta: 2 days, 5:17:24, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5682, loss_cls: 3.1657, loss: 3.1657, grad_norm: 1.1611 2020-08-01 08:23:39,170 - mmaction - INFO - Epoch [63][160/940] lr: 3.448e-01, eta: 2 days, 5:17:02, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5600, loss_cls: 3.1762, loss: 3.1762, grad_norm: 1.1979 2020-08-01 08:24:00,176 - mmaction - INFO - Epoch [63][180/940] lr: 3.448e-01, eta: 2 days, 5:16:41, time: 1.051, data_time: 0.004, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5596, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.1656 2020-08-01 08:24:21,105 - mmaction - INFO - Epoch [63][200/940] lr: 3.448e-01, eta: 2 days, 5:16:19, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3025, top5_acc: 0.5498, loss_cls: 3.2310, loss: 3.2310, grad_norm: 1.1647 2020-08-01 08:24:42,650 - mmaction - INFO - Epoch [63][220/940] lr: 3.448e-01, eta: 2 days, 5:15:59, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5605, loss_cls: 3.1801, loss: 3.1801, grad_norm: 1.1701 2020-08-01 08:25:04,095 - mmaction - INFO - Epoch [63][240/940] lr: 3.448e-01, eta: 2 days, 5:15:40, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5682, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.1656 2020-08-01 08:25:24,617 - mmaction - INFO - Epoch [63][260/940] lr: 3.448e-01, eta: 2 days, 5:15:17, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5605, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.1734 2020-08-01 08:25:45,834 - mmaction - INFO - Epoch [63][280/940] lr: 3.448e-01, eta: 2 days, 5:14:56, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5605, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.1853 2020-08-01 08:26:05,659 - mmaction - INFO - Epoch [63][300/940] lr: 3.448e-01, eta: 2 days, 5:14:31, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5795, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1938 2020-08-01 08:26:26,396 - mmaction - INFO - Epoch [63][320/940] lr: 3.448e-01, eta: 2 days, 5:14:09, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5557, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.1849 2020-08-01 08:26:46,923 - mmaction - INFO - Epoch [63][340/940] lr: 3.448e-01, eta: 2 days, 5:13:47, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5605, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.1711 2020-08-01 08:27:07,397 - mmaction - INFO - Epoch [63][360/940] lr: 3.448e-01, eta: 2 days, 5:13:24, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5730, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.1762 2020-08-01 08:27:28,652 - mmaction - INFO - Epoch [63][380/940] lr: 3.448e-01, eta: 2 days, 5:13:04, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5717, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.1853 2020-08-01 08:27:49,336 - mmaction - INFO - Epoch [63][400/940] lr: 3.448e-01, eta: 2 days, 5:12:41, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5645, loss_cls: 3.1926, loss: 3.1926, grad_norm: 1.1755 2020-08-01 08:28:10,044 - mmaction - INFO - Epoch [63][420/940] lr: 3.448e-01, eta: 2 days, 5:12:19, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3068, top5_acc: 0.5715, loss_cls: 3.1963, loss: 3.1963, grad_norm: 1.1688 2020-08-01 08:28:31,919 - mmaction - INFO - Epoch [63][440/940] lr: 3.448e-01, eta: 2 days, 5:12:00, time: 1.092, data_time: 0.007, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5770, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1631 2020-08-01 08:28:53,143 - mmaction - INFO - Epoch [63][460/940] lr: 3.448e-01, eta: 2 days, 5:11:40, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5738, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.1616 2020-08-01 08:29:13,502 - mmaction - INFO - Epoch [63][480/940] lr: 3.448e-01, eta: 2 days, 5:11:17, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5652, loss_cls: 3.1532, loss: 3.1532, grad_norm: 1.1831 2020-08-01 08:29:34,655 - mmaction - INFO - Epoch [63][500/940] lr: 3.448e-01, eta: 2 days, 5:10:56, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5490, loss_cls: 3.2213, loss: 3.2213, grad_norm: 1.1835 2020-08-01 08:29:54,774 - mmaction - INFO - Epoch [63][520/940] lr: 3.448e-01, eta: 2 days, 5:10:32, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5627, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.1508 2020-08-01 08:30:16,839 - mmaction - INFO - Epoch [63][540/940] lr: 3.448e-01, eta: 2 days, 5:10:14, time: 1.104, data_time: 0.003, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5783, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.1876 2020-08-01 08:30:38,112 - mmaction - INFO - Epoch [63][560/940] lr: 3.448e-01, eta: 2 days, 5:09:54, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5598, loss_cls: 3.1974, loss: 3.1974, grad_norm: 1.1852 2020-08-01 08:30:58,659 - mmaction - INFO - Epoch [63][580/940] lr: 3.448e-01, eta: 2 days, 5:09:31, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5666, loss_cls: 3.1952, loss: 3.1952, grad_norm: 1.1877 2020-08-01 08:31:19,291 - mmaction - INFO - Epoch [63][600/940] lr: 3.448e-01, eta: 2 days, 5:09:09, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5537, loss_cls: 3.2165, loss: 3.2165, grad_norm: 1.1618 2020-08-01 08:31:39,824 - mmaction - INFO - Epoch [63][620/940] lr: 3.448e-01, eta: 2 days, 5:08:46, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5551, loss_cls: 3.2246, loss: 3.2246, grad_norm: 1.1707 2020-08-01 08:32:00,257 - mmaction - INFO - Epoch [63][640/940] lr: 3.448e-01, eta: 2 days, 5:08:23, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5672, loss_cls: 3.1495, loss: 3.1495, grad_norm: 1.1862 2020-08-01 08:32:20,499 - mmaction - INFO - Epoch [63][660/940] lr: 3.448e-01, eta: 2 days, 5:08:00, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5590, loss_cls: 3.1844, loss: 3.1844, grad_norm: 1.1805 2020-08-01 08:32:41,721 - mmaction - INFO - Epoch [63][680/940] lr: 3.448e-01, eta: 2 days, 5:07:39, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5627, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1825 2020-08-01 08:33:02,286 - mmaction - INFO - Epoch [63][700/940] lr: 3.448e-01, eta: 2 days, 5:07:17, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5596, loss_cls: 3.1628, loss: 3.1628, grad_norm: 1.1777 2020-08-01 08:33:23,073 - mmaction - INFO - Epoch [63][720/940] lr: 3.448e-01, eta: 2 days, 5:06:54, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.1641, loss: 3.1641, grad_norm: 1.1656 2020-08-01 08:33:44,522 - mmaction - INFO - Epoch [63][740/940] lr: 3.448e-01, eta: 2 days, 5:06:35, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5672, loss_cls: 3.1593, loss: 3.1593, grad_norm: 1.1771 2020-08-01 08:34:06,082 - mmaction - INFO - Epoch [63][760/940] lr: 3.448e-01, eta: 2 days, 5:06:15, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.2924, top5_acc: 0.5412, loss_cls: 3.2884, loss: 3.2884, grad_norm: 1.1817 2020-08-01 08:34:27,995 - mmaction - INFO - Epoch [63][780/940] lr: 3.448e-01, eta: 2 days, 5:05:57, time: 1.095, data_time: 0.004, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5543, loss_cls: 3.1908, loss: 3.1908, grad_norm: 1.1353 2020-08-01 08:34:48,282 - mmaction - INFO - Epoch [63][800/940] lr: 3.448e-01, eta: 2 days, 5:05:34, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5643, loss_cls: 3.1733, loss: 3.1733, grad_norm: 1.1472 2020-08-01 08:35:08,443 - mmaction - INFO - Epoch [63][820/940] lr: 3.448e-01, eta: 2 days, 5:05:10, time: 1.006, data_time: 0.003, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5596, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.1895 2020-08-01 08:35:29,206 - mmaction - INFO - Epoch [63][840/940] lr: 3.448e-01, eta: 2 days, 5:04:48, time: 1.039, data_time: 0.003, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5621, loss_cls: 3.2009, loss: 3.2009, grad_norm: 1.1793 2020-08-01 08:35:50,237 - mmaction - INFO - Epoch [63][860/940] lr: 3.448e-01, eta: 2 days, 5:04:26, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5652, loss_cls: 3.2022, loss: 3.2022, grad_norm: 1.1690 2020-08-01 08:36:11,288 - mmaction - INFO - Epoch [63][880/940] lr: 3.448e-01, eta: 2 days, 5:04:06, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5625, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1620 2020-08-01 08:36:31,887 - mmaction - INFO - Epoch [63][900/940] lr: 3.448e-01, eta: 2 days, 5:03:43, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5820, loss_cls: 3.1273, loss: 3.1273, grad_norm: 1.1749 2020-08-01 08:36:52,475 - mmaction - INFO - Epoch [63][920/940] lr: 3.448e-01, eta: 2 days, 5:03:21, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5623, loss_cls: 3.2015, loss: 3.2015, grad_norm: 1.1941 2020-08-01 08:37:12,158 - mmaction - INFO - Epoch [63][940/940] lr: 3.448e-01, eta: 2 days, 5:02:55, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.3056, top5_acc: 0.5556, loss_cls: 3.2189, loss: 3.2189, grad_norm: 1.1593 2020-08-01 08:37:42,986 - mmaction - INFO - Epoch [64][20/940] lr: 3.431e-01, eta: 2 days, 5:03:03, time: 1.519, data_time: 0.452, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5781, loss_cls: 3.0695, loss: 3.0695, grad_norm: 1.1536 2020-08-01 08:38:04,294 - mmaction - INFO - Epoch [64][40/940] lr: 3.431e-01, eta: 2 days, 5:02:43, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5697, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.1728 2020-08-01 08:38:24,652 - mmaction - INFO - Epoch [64][60/940] lr: 3.431e-01, eta: 2 days, 5:02:19, time: 1.016, data_time: 0.004, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5830, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.1734 2020-08-01 08:38:45,248 - mmaction - INFO - Epoch [64][80/940] lr: 3.431e-01, eta: 2 days, 5:01:57, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5693, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1985 2020-08-01 08:39:06,007 - mmaction - INFO - Epoch [64][100/940] lr: 3.431e-01, eta: 2 days, 5:01:35, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5580, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.1769 2020-08-01 08:39:27,338 - mmaction - INFO - Epoch [64][120/940] lr: 3.431e-01, eta: 2 days, 5:01:15, time: 1.063, data_time: 0.002, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5902, loss_cls: 3.0849, loss: 3.0849, grad_norm: 1.1816 2020-08-01 08:39:48,000 - mmaction - INFO - Epoch [64][140/940] lr: 3.431e-01, eta: 2 days, 5:00:52, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5682, loss_cls: 3.1505, loss: 3.1505, grad_norm: 1.1810 2020-08-01 08:40:08,998 - mmaction - INFO - Epoch [64][160/940] lr: 3.431e-01, eta: 2 days, 5:00:31, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5715, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.1779 2020-08-01 08:40:29,334 - mmaction - INFO - Epoch [64][180/940] lr: 3.431e-01, eta: 2 days, 5:00:08, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5770, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.2135 2020-08-01 08:40:49,782 - mmaction - INFO - Epoch [64][200/940] lr: 3.431e-01, eta: 2 days, 4:59:45, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5654, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.1973 2020-08-01 08:41:10,682 - mmaction - INFO - Epoch [64][220/940] lr: 3.431e-01, eta: 2 days, 4:59:23, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5566, loss_cls: 3.2048, loss: 3.2048, grad_norm: 1.1555 2020-08-01 08:41:32,035 - mmaction - INFO - Epoch [64][240/940] lr: 3.431e-01, eta: 2 days, 4:59:03, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5580, loss_cls: 3.1967, loss: 3.1967, grad_norm: 1.1764 2020-08-01 08:41:53,124 - mmaction - INFO - Epoch [64][260/940] lr: 3.431e-01, eta: 2 days, 4:58:42, time: 1.053, data_time: 0.004, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5650, loss_cls: 3.1691, loss: 3.1691, grad_norm: 1.1626 2020-08-01 08:42:14,357 - mmaction - INFO - Epoch [64][280/940] lr: 3.431e-01, eta: 2 days, 4:58:22, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5625, loss_cls: 3.1358, loss: 3.1358, grad_norm: 1.1554 2020-08-01 08:42:34,974 - mmaction - INFO - Epoch [64][300/940] lr: 3.431e-01, eta: 2 days, 4:58:00, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5594, loss_cls: 3.1818, loss: 3.1818, grad_norm: 1.1768 2020-08-01 08:42:55,324 - mmaction - INFO - Epoch [64][320/940] lr: 3.431e-01, eta: 2 days, 4:57:36, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5621, loss_cls: 3.1539, loss: 3.1539, grad_norm: 1.1994 2020-08-01 08:43:16,344 - mmaction - INFO - Epoch [64][340/940] lr: 3.431e-01, eta: 2 days, 4:57:15, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5650, loss_cls: 3.1870, loss: 3.1870, grad_norm: 1.1820 2020-08-01 08:43:37,215 - mmaction - INFO - Epoch [64][360/940] lr: 3.431e-01, eta: 2 days, 4:56:54, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5609, loss_cls: 3.1890, loss: 3.1890, grad_norm: 1.1623 2020-08-01 08:43:57,003 - mmaction - INFO - Epoch [64][380/940] lr: 3.431e-01, eta: 2 days, 4:56:29, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5711, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.1799 2020-08-01 08:44:17,841 - mmaction - INFO - Epoch [64][400/940] lr: 3.431e-01, eta: 2 days, 4:56:07, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5527, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1806 2020-08-01 08:44:37,957 - mmaction - INFO - Epoch [64][420/940] lr: 3.431e-01, eta: 2 days, 4:55:43, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5646, loss_cls: 3.1814, loss: 3.1814, grad_norm: 1.1840 2020-08-01 08:44:57,750 - mmaction - INFO - Epoch [64][440/940] lr: 3.431e-01, eta: 2 days, 4:55:18, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5658, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.1909 2020-08-01 08:45:18,335 - mmaction - INFO - Epoch [64][460/940] lr: 3.431e-01, eta: 2 days, 4:54:56, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5641, loss_cls: 3.1720, loss: 3.1720, grad_norm: 1.1739 2020-08-01 08:45:38,886 - mmaction - INFO - Epoch [64][480/940] lr: 3.431e-01, eta: 2 days, 4:54:33, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5631, loss_cls: 3.1886, loss: 3.1886, grad_norm: 1.1728 2020-08-01 08:45:59,896 - mmaction - INFO - Epoch [64][500/940] lr: 3.431e-01, eta: 2 days, 4:54:12, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5586, loss_cls: 3.1844, loss: 3.1844, grad_norm: 1.1669 2020-08-01 08:46:20,986 - mmaction - INFO - Epoch [64][520/940] lr: 3.431e-01, eta: 2 days, 4:53:51, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5607, loss_cls: 3.1506, loss: 3.1506, grad_norm: 1.1892 2020-08-01 08:46:42,404 - mmaction - INFO - Epoch [64][540/940] lr: 3.431e-01, eta: 2 days, 4:53:31, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5602, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.2025 2020-08-01 08:47:03,121 - mmaction - INFO - Epoch [64][560/940] lr: 3.431e-01, eta: 2 days, 4:53:09, time: 1.035, data_time: 0.011, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5592, loss_cls: 3.1765, loss: 3.1765, grad_norm: 1.1618 2020-08-01 08:47:25,133 - mmaction - INFO - Epoch [64][580/940] lr: 3.431e-01, eta: 2 days, 4:52:51, time: 1.104, data_time: 0.008, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5514, loss_cls: 3.2140, loss: 3.2140, grad_norm: 1.1831 2020-08-01 08:47:45,921 - mmaction - INFO - Epoch [64][600/940] lr: 3.431e-01, eta: 2 days, 4:52:29, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5713, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1611 2020-08-01 08:48:07,674 - mmaction - INFO - Epoch [64][620/940] lr: 3.431e-01, eta: 2 days, 4:52:10, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5674, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.1754 2020-08-01 08:48:28,125 - mmaction - INFO - Epoch [64][640/940] lr: 3.431e-01, eta: 2 days, 4:51:47, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5760, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.1941 2020-08-01 08:48:48,313 - mmaction - INFO - Epoch [64][660/940] lr: 3.431e-01, eta: 2 days, 4:51:23, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5773, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.1745 2020-08-01 08:49:09,404 - mmaction - INFO - Epoch [64][680/940] lr: 3.431e-01, eta: 2 days, 4:51:02, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.1677 2020-08-01 08:49:30,103 - mmaction - INFO - Epoch [64][700/940] lr: 3.431e-01, eta: 2 days, 4:50:40, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5689, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1616 2020-08-01 08:49:51,138 - mmaction - INFO - Epoch [64][720/940] lr: 3.431e-01, eta: 2 days, 4:50:19, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5680, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1812 2020-08-01 08:50:11,659 - mmaction - INFO - Epoch [64][740/940] lr: 3.431e-01, eta: 2 days, 4:49:57, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3033, top5_acc: 0.5553, loss_cls: 3.2298, loss: 3.2298, grad_norm: 1.1678 2020-08-01 08:50:33,096 - mmaction - INFO - Epoch [64][760/940] lr: 3.431e-01, eta: 2 days, 4:49:37, time: 1.074, data_time: 0.005, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5623, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1667 2020-08-01 08:50:53,667 - mmaction - INFO - Epoch [64][780/940] lr: 3.431e-01, eta: 2 days, 4:49:14, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5594, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1701 2020-08-01 08:51:13,858 - mmaction - INFO - Epoch [64][800/940] lr: 3.431e-01, eta: 2 days, 4:48:51, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5717, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.1751 2020-08-01 08:51:35,207 - mmaction - INFO - Epoch [64][820/940] lr: 3.431e-01, eta: 2 days, 4:48:30, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.2035 2020-08-01 08:51:56,710 - mmaction - INFO - Epoch [64][840/940] lr: 3.431e-01, eta: 2 days, 4:48:11, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5662, loss_cls: 3.1503, loss: 3.1503, grad_norm: 1.1614 2020-08-01 08:52:17,231 - mmaction - INFO - Epoch [64][860/940] lr: 3.431e-01, eta: 2 days, 4:47:48, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3006, top5_acc: 0.5486, loss_cls: 3.2110, loss: 3.2110, grad_norm: 1.1904 2020-08-01 08:52:37,520 - mmaction - INFO - Epoch [64][880/940] lr: 3.431e-01, eta: 2 days, 4:47:25, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5639, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.1727 2020-08-01 08:52:59,034 - mmaction - INFO - Epoch [64][900/940] lr: 3.431e-01, eta: 2 days, 4:47:05, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5553, loss_cls: 3.2191, loss: 3.2191, grad_norm: 1.1561 2020-08-01 08:53:20,284 - mmaction - INFO - Epoch [64][920/940] lr: 3.431e-01, eta: 2 days, 4:46:44, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3098, top5_acc: 0.5586, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.1677 2020-08-01 08:53:39,647 - mmaction - INFO - Epoch [64][940/940] lr: 3.431e-01, eta: 2 days, 4:46:18, time: 0.969, data_time: 0.008, memory: 6199, top1_acc: 0.3040, top5_acc: 0.5532, loss_cls: 3.2220, loss: 3.2220, grad_norm: 1.1939 2020-08-01 08:53:39,955 - mmaction - INFO - Saving checkpoint at 64 epochs 2020-08-01 08:54:09,999 - mmaction - INFO - Epoch [65][20/940] lr: 3.414e-01, eta: 2 days, 4:46:20, time: 1.429, data_time: 0.421, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5639, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.1939 2020-08-01 08:54:30,319 - mmaction - INFO - Epoch [65][40/940] lr: 3.414e-01, eta: 2 days, 4:45:57, time: 1.014, data_time: 0.005, memory: 6199, top1_acc: 0.3059, top5_acc: 0.5543, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1638 2020-08-01 08:54:51,569 - mmaction - INFO - Epoch [65][60/940] lr: 3.414e-01, eta: 2 days, 4:45:36, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5697, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1886 2020-08-01 08:55:11,290 - mmaction - INFO - Epoch [65][80/940] lr: 3.414e-01, eta: 2 days, 4:45:11, time: 0.982, data_time: 0.004, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5621, loss_cls: 3.1738, loss: 3.1738, grad_norm: 1.1730 2020-08-01 08:55:31,858 - mmaction - INFO - Epoch [65][100/940] lr: 3.414e-01, eta: 2 days, 4:44:49, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5607, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.1579 2020-08-01 08:55:51,967 - mmaction - INFO - Epoch [65][120/940] lr: 3.414e-01, eta: 2 days, 4:44:25, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5723, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.1770 2020-08-01 08:56:12,852 - mmaction - INFO - Epoch [65][140/940] lr: 3.414e-01, eta: 2 days, 4:44:03, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5686, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.1617 2020-08-01 08:56:34,094 - mmaction - INFO - Epoch [65][160/940] lr: 3.414e-01, eta: 2 days, 4:43:42, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5779, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.2004 2020-08-01 08:56:55,248 - mmaction - INFO - Epoch [65][180/940] lr: 3.414e-01, eta: 2 days, 4:43:22, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5732, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.1801 2020-08-01 08:57:15,706 - mmaction - INFO - Epoch [65][200/940] lr: 3.414e-01, eta: 2 days, 4:42:59, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5555, loss_cls: 3.1850, loss: 3.1850, grad_norm: 1.1771 2020-08-01 08:57:36,712 - mmaction - INFO - Epoch [65][220/940] lr: 3.414e-01, eta: 2 days, 4:42:38, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5666, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1765 2020-08-01 08:57:57,657 - mmaction - INFO - Epoch [65][240/940] lr: 3.414e-01, eta: 2 days, 4:42:16, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3035, top5_acc: 0.5566, loss_cls: 3.2076, loss: 3.2076, grad_norm: 1.2012 2020-08-01 08:58:18,398 - mmaction - INFO - Epoch [65][260/940] lr: 3.414e-01, eta: 2 days, 4:41:54, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5572, loss_cls: 3.2080, loss: 3.2080, grad_norm: 1.1651 2020-08-01 08:58:39,960 - mmaction - INFO - Epoch [65][280/940] lr: 3.414e-01, eta: 2 days, 4:41:35, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5764, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.1622 2020-08-01 08:59:00,590 - mmaction - INFO - Epoch [65][300/940] lr: 3.414e-01, eta: 2 days, 4:41:13, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5770, loss_cls: 3.1337, loss: 3.1337, grad_norm: 1.1997 2020-08-01 08:59:21,135 - mmaction - INFO - Epoch [65][320/940] lr: 3.414e-01, eta: 2 days, 4:40:50, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5598, loss_cls: 3.1768, loss: 3.1768, grad_norm: 1.1755 2020-08-01 08:59:42,179 - mmaction - INFO - Epoch [65][340/940] lr: 3.414e-01, eta: 2 days, 4:40:29, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5594, loss_cls: 3.2007, loss: 3.2007, grad_norm: 1.2093 2020-08-01 09:00:03,849 - mmaction - INFO - Epoch [65][360/940] lr: 3.414e-01, eta: 2 days, 4:40:07, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5652, loss_cls: 3.1698, loss: 3.1698, grad_norm: 1.1673 2020-08-01 09:00:27,461 - mmaction - INFO - Epoch [65][380/940] lr: 3.414e-01, eta: 2 days, 4:39:56, time: 1.219, data_time: 0.050, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5621, loss_cls: 3.1798, loss: 3.1798, grad_norm: 1.1773 2020-08-01 09:00:49,148 - mmaction - INFO - Epoch [65][400/940] lr: 3.414e-01, eta: 2 days, 4:39:37, time: 1.091, data_time: 0.025, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5705, loss_cls: 3.1281, loss: 3.1281, grad_norm: 1.1847 2020-08-01 09:01:09,858 - mmaction - INFO - Epoch [65][420/940] lr: 3.414e-01, eta: 2 days, 4:39:15, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5602, loss_cls: 3.1855, loss: 3.1855, grad_norm: 1.1666 2020-08-01 09:01:29,716 - mmaction - INFO - Epoch [65][440/940] lr: 3.414e-01, eta: 2 days, 4:38:50, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5551, loss_cls: 3.1982, loss: 3.1982, grad_norm: 1.1669 2020-08-01 09:01:50,690 - mmaction - INFO - Epoch [65][460/940] lr: 3.414e-01, eta: 2 days, 4:38:29, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5525, loss_cls: 3.2126, loss: 3.2126, grad_norm: 1.1927 2020-08-01 09:02:11,740 - mmaction - INFO - Epoch [65][480/940] lr: 3.414e-01, eta: 2 days, 4:38:08, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5711, loss_cls: 3.1541, loss: 3.1541, grad_norm: 1.1869 2020-08-01 09:02:32,586 - mmaction - INFO - Epoch [65][500/940] lr: 3.414e-01, eta: 2 days, 4:37:46, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5723, loss_cls: 3.1664, loss: 3.1664, grad_norm: 1.1762 2020-08-01 09:02:52,703 - mmaction - INFO - Epoch [65][520/940] lr: 3.414e-01, eta: 2 days, 4:37:22, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5500, loss_cls: 3.2045, loss: 3.2045, grad_norm: 1.1546 2020-08-01 09:03:13,202 - mmaction - INFO - Epoch [65][540/940] lr: 3.414e-01, eta: 2 days, 4:37:00, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5594, loss_cls: 3.2017, loss: 3.2017, grad_norm: 1.1584 2020-08-01 09:03:33,503 - mmaction - INFO - Epoch [65][560/940] lr: 3.414e-01, eta: 2 days, 4:36:37, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5668, loss_cls: 3.1894, loss: 3.1894, grad_norm: 1.1640 2020-08-01 09:03:54,067 - mmaction - INFO - Epoch [65][580/940] lr: 3.414e-01, eta: 2 days, 4:36:14, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.3115, top5_acc: 0.5645, loss_cls: 3.1819, loss: 3.1819, grad_norm: 1.1907 2020-08-01 09:04:14,529 - mmaction - INFO - Epoch [65][600/940] lr: 3.414e-01, eta: 2 days, 4:35:51, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5563, loss_cls: 3.2034, loss: 3.2034, grad_norm: 1.1891 2020-08-01 09:04:35,717 - mmaction - INFO - Epoch [65][620/940] lr: 3.414e-01, eta: 2 days, 4:35:30, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5584, loss_cls: 3.1874, loss: 3.1874, grad_norm: 1.1692 2020-08-01 09:04:57,255 - mmaction - INFO - Epoch [65][640/940] lr: 3.414e-01, eta: 2 days, 4:35:11, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5646, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.1598 2020-08-01 09:05:18,506 - mmaction - INFO - Epoch [65][660/940] lr: 3.414e-01, eta: 2 days, 4:34:50, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5611, loss_cls: 3.1989, loss: 3.1989, grad_norm: 1.1810 2020-08-01 09:05:39,579 - mmaction - INFO - Epoch [65][680/940] lr: 3.414e-01, eta: 2 days, 4:34:30, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5770, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1752 2020-08-01 09:05:59,478 - mmaction - INFO - Epoch [65][700/940] lr: 3.414e-01, eta: 2 days, 4:34:05, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5633, loss_cls: 3.1614, loss: 3.1614, grad_norm: 1.1527 2020-08-01 09:06:20,890 - mmaction - INFO - Epoch [65][720/940] lr: 3.414e-01, eta: 2 days, 4:33:45, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5629, loss_cls: 3.1712, loss: 3.1712, grad_norm: 1.1761 2020-08-01 09:06:41,309 - mmaction - INFO - Epoch [65][740/940] lr: 3.414e-01, eta: 2 days, 4:33:22, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5703, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.1838 2020-08-01 09:07:01,878 - mmaction - INFO - Epoch [65][760/940] lr: 3.414e-01, eta: 2 days, 4:32:59, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5598, loss_cls: 3.1626, loss: 3.1626, grad_norm: 1.1782 2020-08-01 09:07:22,946 - mmaction - INFO - Epoch [65][780/940] lr: 3.414e-01, eta: 2 days, 4:32:38, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.2986, top5_acc: 0.5498, loss_cls: 3.2433, loss: 3.2433, grad_norm: 1.1591 2020-08-01 09:07:43,635 - mmaction - INFO - Epoch [65][800/940] lr: 3.414e-01, eta: 2 days, 4:32:17, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5623, loss_cls: 3.1603, loss: 3.1603, grad_norm: 1.1654 2020-08-01 09:08:03,975 - mmaction - INFO - Epoch [65][820/940] lr: 3.414e-01, eta: 2 days, 4:31:53, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.3080, top5_acc: 0.5643, loss_cls: 3.1752, loss: 3.1752, grad_norm: 1.1602 2020-08-01 09:08:24,888 - mmaction - INFO - Epoch [65][840/940] lr: 3.414e-01, eta: 2 days, 4:31:32, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.2035, loss: 3.2035, grad_norm: 1.1764 2020-08-01 09:08:45,250 - mmaction - INFO - Epoch [65][860/940] lr: 3.414e-01, eta: 2 days, 4:31:09, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5705, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.1963 2020-08-01 09:09:06,348 - mmaction - INFO - Epoch [65][880/940] lr: 3.414e-01, eta: 2 days, 4:30:48, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5650, loss_cls: 3.1745, loss: 3.1745, grad_norm: 1.1821 2020-08-01 09:09:28,116 - mmaction - INFO - Epoch [65][900/940] lr: 3.414e-01, eta: 2 days, 4:30:29, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5658, loss_cls: 3.1715, loss: 3.1715, grad_norm: 1.1704 2020-08-01 09:09:48,353 - mmaction - INFO - Epoch [65][920/940] lr: 3.414e-01, eta: 2 days, 4:30:06, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5691, loss_cls: 3.1729, loss: 3.1729, grad_norm: 1.1820 2020-08-01 09:10:07,649 - mmaction - INFO - Epoch [65][940/940] lr: 3.414e-01, eta: 2 days, 4:29:39, time: 0.965, data_time: 0.007, memory: 6199, top1_acc: 0.3048, top5_acc: 0.5489, loss_cls: 3.2259, loss: 3.2259, grad_norm: 1.1700 2020-08-01 09:10:40,693 - mmaction - INFO - Epoch [66][20/940] lr: 3.397e-01, eta: 2 days, 4:29:52, time: 1.633, data_time: 0.595, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5818, loss_cls: 3.0808, loss: 3.0808, grad_norm: 1.1743 2020-08-01 09:11:00,300 - mmaction - INFO - Epoch [66][40/940] lr: 3.397e-01, eta: 2 days, 4:29:27, time: 0.982, data_time: 0.005, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5711, loss_cls: 3.1248, loss: 3.1248, grad_norm: 1.2004 2020-08-01 09:11:20,446 - mmaction - INFO - Epoch [66][60/940] lr: 3.397e-01, eta: 2 days, 4:29:03, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5717, loss_cls: 3.1425, loss: 3.1425, grad_norm: 1.1827 2020-08-01 09:11:40,433 - mmaction - INFO - Epoch [66][80/940] lr: 3.397e-01, eta: 2 days, 4:28:39, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5727, loss_cls: 3.1169, loss: 3.1169, grad_norm: 1.1796 2020-08-01 09:12:01,635 - mmaction - INFO - Epoch [66][100/940] lr: 3.397e-01, eta: 2 days, 4:28:19, time: 1.060, data_time: 0.010, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5758, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.1795 2020-08-01 09:12:21,990 - mmaction - INFO - Epoch [66][120/940] lr: 3.397e-01, eta: 2 days, 4:27:56, time: 1.020, data_time: 0.004, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5611, loss_cls: 3.1789, loss: 3.1789, grad_norm: 1.1893 2020-08-01 09:12:42,390 - mmaction - INFO - Epoch [66][140/940] lr: 3.397e-01, eta: 2 days, 4:27:32, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5750, loss_cls: 3.1442, loss: 3.1442, grad_norm: 1.1870 2020-08-01 09:13:03,680 - mmaction - INFO - Epoch [66][160/940] lr: 3.397e-01, eta: 2 days, 4:27:12, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5779, loss_cls: 3.1123, loss: 3.1123, grad_norm: 1.1788 2020-08-01 09:13:24,404 - mmaction - INFO - Epoch [66][180/940] lr: 3.397e-01, eta: 2 days, 4:26:50, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5729, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1700 2020-08-01 09:13:44,497 - mmaction - INFO - Epoch [66][200/940] lr: 3.397e-01, eta: 2 days, 4:26:26, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5824, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.1681 2020-08-01 09:14:04,496 - mmaction - INFO - Epoch [66][220/940] lr: 3.397e-01, eta: 2 days, 4:26:02, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5672, loss_cls: 3.1718, loss: 3.1718, grad_norm: 1.1948 2020-08-01 09:14:26,107 - mmaction - INFO - Epoch [66][240/940] lr: 3.397e-01, eta: 2 days, 4:25:43, time: 1.082, data_time: 0.006, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.1472 2020-08-01 09:14:46,261 - mmaction - INFO - Epoch [66][260/940] lr: 3.397e-01, eta: 2 days, 4:25:19, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5707, loss_cls: 3.1666, loss: 3.1666, grad_norm: 1.1968 2020-08-01 09:15:07,155 - mmaction - INFO - Epoch [66][280/940] lr: 3.397e-01, eta: 2 days, 4:24:57, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5678, loss_cls: 3.1379, loss: 3.1379, grad_norm: 1.1484 2020-08-01 09:15:27,886 - mmaction - INFO - Epoch [66][300/940] lr: 3.397e-01, eta: 2 days, 4:24:35, time: 1.037, data_time: 0.004, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5676, loss_cls: 3.1443, loss: 3.1443, grad_norm: 1.1778 2020-08-01 09:15:49,058 - mmaction - INFO - Epoch [66][320/940] lr: 3.397e-01, eta: 2 days, 4:24:15, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5715, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.1811 2020-08-01 09:16:09,775 - mmaction - INFO - Epoch [66][340/940] lr: 3.397e-01, eta: 2 days, 4:23:53, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5713, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.1955 2020-08-01 09:16:29,987 - mmaction - INFO - Epoch [66][360/940] lr: 3.397e-01, eta: 2 days, 4:23:29, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5721, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.1991 2020-08-01 09:16:50,478 - mmaction - INFO - Epoch [66][380/940] lr: 3.397e-01, eta: 2 days, 4:23:07, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5646, loss_cls: 3.2003, loss: 3.2003, grad_norm: 1.2139 2020-08-01 09:17:10,177 - mmaction - INFO - Epoch [66][400/940] lr: 3.397e-01, eta: 2 days, 4:22:41, time: 0.981, data_time: 0.005, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5676, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1754 2020-08-01 09:17:31,817 - mmaction - INFO - Epoch [66][420/940] lr: 3.397e-01, eta: 2 days, 4:22:22, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3096, top5_acc: 0.5570, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.1805 2020-08-01 09:17:53,426 - mmaction - INFO - Epoch [66][440/940] lr: 3.397e-01, eta: 2 days, 4:22:03, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.1913 2020-08-01 09:18:13,489 - mmaction - INFO - Epoch [66][460/940] lr: 3.397e-01, eta: 2 days, 4:21:39, time: 1.001, data_time: 0.004, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5521, loss_cls: 3.1981, loss: 3.1981, grad_norm: 1.2143 2020-08-01 09:18:33,577 - mmaction - INFO - Epoch [66][480/940] lr: 3.397e-01, eta: 2 days, 4:21:15, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5727, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.1650 2020-08-01 09:18:54,150 - mmaction - INFO - Epoch [66][500/940] lr: 3.397e-01, eta: 2 days, 4:20:53, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5518, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.1867 2020-08-01 09:19:15,649 - mmaction - INFO - Epoch [66][520/940] lr: 3.397e-01, eta: 2 days, 4:20:33, time: 1.073, data_time: 0.009, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5547, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1606 2020-08-01 09:19:36,994 - mmaction - INFO - Epoch [66][540/940] lr: 3.397e-01, eta: 2 days, 4:20:13, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5742, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1947 2020-08-01 09:19:56,953 - mmaction - INFO - Epoch [66][560/940] lr: 3.397e-01, eta: 2 days, 4:19:48, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1950 2020-08-01 09:20:17,744 - mmaction - INFO - Epoch [66][580/940] lr: 3.397e-01, eta: 2 days, 4:19:27, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5738, loss_cls: 3.1312, loss: 3.1312, grad_norm: 1.1746 2020-08-01 09:20:37,762 - mmaction - INFO - Epoch [66][600/940] lr: 3.397e-01, eta: 2 days, 4:19:03, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5678, loss_cls: 3.1414, loss: 3.1414, grad_norm: 1.1776 2020-08-01 09:20:57,809 - mmaction - INFO - Epoch [66][620/940] lr: 3.397e-01, eta: 2 days, 4:18:39, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5687, loss_cls: 3.1481, loss: 3.1481, grad_norm: 1.1986 2020-08-01 09:21:18,473 - mmaction - INFO - Epoch [66][640/940] lr: 3.397e-01, eta: 2 days, 4:18:16, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5682, loss_cls: 3.1637, loss: 3.1637, grad_norm: 1.1950 2020-08-01 09:21:38,395 - mmaction - INFO - Epoch [66][660/940] lr: 3.397e-01, eta: 2 days, 4:17:52, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5666, loss_cls: 3.1458, loss: 3.1458, grad_norm: 1.1719 2020-08-01 09:21:58,804 - mmaction - INFO - Epoch [66][680/940] lr: 3.397e-01, eta: 2 days, 4:17:29, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3008, top5_acc: 0.5482, loss_cls: 3.2264, loss: 3.2264, grad_norm: 1.2100 2020-08-01 09:22:19,781 - mmaction - INFO - Epoch [66][700/940] lr: 3.397e-01, eta: 2 days, 4:17:08, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5574, loss_cls: 3.2064, loss: 3.2064, grad_norm: 1.1775 2020-08-01 09:22:39,433 - mmaction - INFO - Epoch [66][720/940] lr: 3.397e-01, eta: 2 days, 4:16:43, time: 0.984, data_time: 0.006, memory: 6199, top1_acc: 0.3082, top5_acc: 0.5535, loss_cls: 3.2226, loss: 3.2226, grad_norm: 1.2056 2020-08-01 09:23:01,580 - mmaction - INFO - Epoch [66][740/940] lr: 3.397e-01, eta: 2 days, 4:16:25, time: 1.107, data_time: 0.003, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5592, loss_cls: 3.1651, loss: 3.1651, grad_norm: 1.1698 2020-08-01 09:23:21,897 - mmaction - INFO - Epoch [66][760/940] lr: 3.397e-01, eta: 2 days, 4:16:02, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.3332, top5_acc: 0.5756, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.1732 2020-08-01 09:23:42,160 - mmaction - INFO - Epoch [66][780/940] lr: 3.397e-01, eta: 2 days, 4:15:39, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5648, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.1936 2020-08-01 09:24:03,079 - mmaction - INFO - Epoch [66][800/940] lr: 3.397e-01, eta: 2 days, 4:15:17, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.3043, top5_acc: 0.5613, loss_cls: 3.1836, loss: 3.1836, grad_norm: 1.2025 2020-08-01 09:24:22,973 - mmaction - INFO - Epoch [66][820/940] lr: 3.397e-01, eta: 2 days, 4:14:53, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5723, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.1845 2020-08-01 09:24:43,506 - mmaction - INFO - Epoch [66][840/940] lr: 3.397e-01, eta: 2 days, 4:14:30, time: 1.027, data_time: 0.001, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5533, loss_cls: 3.2096, loss: 3.2096, grad_norm: 1.1562 2020-08-01 09:25:04,074 - mmaction - INFO - Epoch [66][860/940] lr: 3.397e-01, eta: 2 days, 4:14:08, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5684, loss_cls: 3.1587, loss: 3.1587, grad_norm: 1.1748 2020-08-01 09:25:23,991 - mmaction - INFO - Epoch [66][880/940] lr: 3.397e-01, eta: 2 days, 4:13:43, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1728 2020-08-01 09:25:44,176 - mmaction - INFO - Epoch [66][900/940] lr: 3.397e-01, eta: 2 days, 4:13:20, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5604, loss_cls: 3.2082, loss: 3.2082, grad_norm: 1.1999 2020-08-01 09:26:04,896 - mmaction - INFO - Epoch [66][920/940] lr: 3.397e-01, eta: 2 days, 4:12:58, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5615, loss_cls: 3.2118, loss: 3.2118, grad_norm: 1.2019 2020-08-01 09:26:24,431 - mmaction - INFO - Epoch [66][940/940] lr: 3.397e-01, eta: 2 days, 4:12:32, time: 0.974, data_time: 0.005, memory: 6199, top1_acc: 0.3093, top5_acc: 0.5682, loss_cls: 3.1962, loss: 3.1962, grad_norm: 1.1812 2020-08-01 09:26:55,056 - mmaction - INFO - Epoch [67][20/940] lr: 3.379e-01, eta: 2 days, 4:12:38, time: 1.509, data_time: 0.455, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5635, loss_cls: 3.1770, loss: 3.1770, grad_norm: 1.2093 2020-08-01 09:27:14,794 - mmaction - INFO - Epoch [67][40/940] lr: 3.379e-01, eta: 2 days, 4:12:13, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5734, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.1680 2020-08-01 09:27:35,353 - mmaction - INFO - Epoch [67][60/940] lr: 3.379e-01, eta: 2 days, 4:11:50, time: 1.027, data_time: 0.004, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5732, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.2011 2020-08-01 09:27:56,298 - mmaction - INFO - Epoch [67][80/940] lr: 3.379e-01, eta: 2 days, 4:11:29, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5717, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.2114 2020-08-01 09:28:16,441 - mmaction - INFO - Epoch [67][100/940] lr: 3.379e-01, eta: 2 days, 4:11:05, time: 1.007, data_time: 0.002, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5658, loss_cls: 3.1416, loss: 3.1416, grad_norm: 1.1918 2020-08-01 09:28:37,175 - mmaction - INFO - Epoch [67][120/940] lr: 3.379e-01, eta: 2 days, 4:10:43, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5666, loss_cls: 3.1320, loss: 3.1320, grad_norm: 1.1933 2020-08-01 09:28:58,564 - mmaction - INFO - Epoch [67][140/940] lr: 3.379e-01, eta: 2 days, 4:10:23, time: 1.069, data_time: 0.003, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5699, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1751 2020-08-01 09:29:19,305 - mmaction - INFO - Epoch [67][160/940] lr: 3.379e-01, eta: 2 days, 4:10:01, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5756, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.1802 2020-08-01 09:29:40,387 - mmaction - INFO - Epoch [67][180/940] lr: 3.379e-01, eta: 2 days, 4:09:40, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5781, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1924 2020-08-01 09:30:00,216 - mmaction - INFO - Epoch [67][200/940] lr: 3.379e-01, eta: 2 days, 4:09:16, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5672, loss_cls: 3.1590, loss: 3.1590, grad_norm: 1.1741 2020-08-01 09:30:21,669 - mmaction - INFO - Epoch [67][220/940] lr: 3.379e-01, eta: 2 days, 4:08:56, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5611, loss_cls: 3.1887, loss: 3.1887, grad_norm: 1.1984 2020-08-01 09:30:42,860 - mmaction - INFO - Epoch [67][240/940] lr: 3.379e-01, eta: 2 days, 4:08:35, time: 1.063, data_time: 0.011, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5584, loss_cls: 3.1848, loss: 3.1848, grad_norm: 1.1841 2020-08-01 09:31:03,378 - mmaction - INFO - Epoch [67][260/940] lr: 3.379e-01, eta: 2 days, 4:08:13, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5623, loss_cls: 3.2018, loss: 3.2018, grad_norm: 1.1827 2020-08-01 09:31:25,079 - mmaction - INFO - Epoch [67][280/940] lr: 3.379e-01, eta: 2 days, 4:07:54, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5664, loss_cls: 3.1401, loss: 3.1401, grad_norm: 1.1568 2020-08-01 09:31:45,925 - mmaction - INFO - Epoch [67][300/940] lr: 3.379e-01, eta: 2 days, 4:07:32, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5719, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.1871 2020-08-01 09:32:06,010 - mmaction - INFO - Epoch [67][320/940] lr: 3.379e-01, eta: 2 days, 4:07:08, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5687, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1944 2020-08-01 09:32:26,281 - mmaction - INFO - Epoch [67][340/940] lr: 3.379e-01, eta: 2 days, 4:06:45, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5701, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.1878 2020-08-01 09:32:46,493 - mmaction - INFO - Epoch [67][360/940] lr: 3.379e-01, eta: 2 days, 4:06:21, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5604, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.2059 2020-08-01 09:33:06,236 - mmaction - INFO - Epoch [67][380/940] lr: 3.379e-01, eta: 2 days, 4:05:57, time: 0.986, data_time: 0.003, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5760, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.1807 2020-08-01 09:33:27,890 - mmaction - INFO - Epoch [67][400/940] lr: 3.379e-01, eta: 2 days, 4:05:37, time: 1.084, data_time: 0.009, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5605, loss_cls: 3.2099, loss: 3.2099, grad_norm: 1.1737 2020-08-01 09:33:48,169 - mmaction - INFO - Epoch [67][420/940] lr: 3.379e-01, eta: 2 days, 4:05:14, time: 1.011, data_time: 0.001, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.2048 2020-08-01 09:34:08,832 - mmaction - INFO - Epoch [67][440/940] lr: 3.379e-01, eta: 2 days, 4:04:52, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5715, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.1735 2020-08-01 09:34:29,976 - mmaction - INFO - Epoch [67][460/940] lr: 3.379e-01, eta: 2 days, 4:04:31, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5682, loss_cls: 3.1540, loss: 3.1540, grad_norm: 1.1710 2020-08-01 09:34:50,384 - mmaction - INFO - Epoch [67][480/940] lr: 3.379e-01, eta: 2 days, 4:04:08, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5635, loss_cls: 3.1754, loss: 3.1754, grad_norm: 1.1784 2020-08-01 09:35:10,906 - mmaction - INFO - Epoch [67][500/940] lr: 3.379e-01, eta: 2 days, 4:03:46, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5672, loss_cls: 3.1690, loss: 3.1690, grad_norm: 1.1958 2020-08-01 09:35:31,139 - mmaction - INFO - Epoch [67][520/940] lr: 3.379e-01, eta: 2 days, 4:03:22, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5768, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.1672 2020-08-01 09:35:51,770 - mmaction - INFO - Epoch [67][540/940] lr: 3.379e-01, eta: 2 days, 4:03:00, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5725, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.1871 2020-08-01 09:36:12,473 - mmaction - INFO - Epoch [67][560/940] lr: 3.379e-01, eta: 2 days, 4:02:38, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5670, loss_cls: 3.1787, loss: 3.1787, grad_norm: 1.1945 2020-08-01 09:36:32,466 - mmaction - INFO - Epoch [67][580/940] lr: 3.379e-01, eta: 2 days, 4:02:14, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5588, loss_cls: 3.1869, loss: 3.1869, grad_norm: 1.2023 2020-08-01 09:36:53,425 - mmaction - INFO - Epoch [67][600/940] lr: 3.379e-01, eta: 2 days, 4:01:53, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5527, loss_cls: 3.1927, loss: 3.1927, grad_norm: 1.1752 2020-08-01 09:37:14,786 - mmaction - INFO - Epoch [67][620/940] lr: 3.379e-01, eta: 2 days, 4:01:33, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5582, loss_cls: 3.1809, loss: 3.1809, grad_norm: 1.1923 2020-08-01 09:37:35,333 - mmaction - INFO - Epoch [67][640/940] lr: 3.379e-01, eta: 2 days, 4:01:10, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.3037, top5_acc: 0.5484, loss_cls: 3.2350, loss: 3.2350, grad_norm: 1.1781 2020-08-01 09:37:56,082 - mmaction - INFO - Epoch [67][660/940] lr: 3.379e-01, eta: 2 days, 4:00:48, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5729, loss_cls: 3.1352, loss: 3.1352, grad_norm: 1.1838 2020-08-01 09:38:17,124 - mmaction - INFO - Epoch [67][680/940] lr: 3.379e-01, eta: 2 days, 4:00:27, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5670, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.1736 2020-08-01 09:38:38,242 - mmaction - INFO - Epoch [67][700/940] lr: 3.379e-01, eta: 2 days, 4:00:06, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5609, loss_cls: 3.2052, loss: 3.2052, grad_norm: 1.1831 2020-08-01 09:38:58,377 - mmaction - INFO - Epoch [67][720/940] lr: 3.379e-01, eta: 2 days, 3:59:43, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5777, loss_cls: 3.1496, loss: 3.1496, grad_norm: 1.2073 2020-08-01 09:39:19,022 - mmaction - INFO - Epoch [67][740/940] lr: 3.379e-01, eta: 2 days, 3:59:20, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5674, loss_cls: 3.1722, loss: 3.1722, grad_norm: 1.1889 2020-08-01 09:39:40,196 - mmaction - INFO - Epoch [67][760/940] lr: 3.379e-01, eta: 2 days, 3:59:00, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5619, loss_cls: 3.1640, loss: 3.1640, grad_norm: 1.1794 2020-08-01 09:40:01,011 - mmaction - INFO - Epoch [67][780/940] lr: 3.379e-01, eta: 2 days, 3:58:38, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5730, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.1538 2020-08-01 09:40:22,037 - mmaction - INFO - Epoch [67][800/940] lr: 3.379e-01, eta: 2 days, 3:58:17, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5623, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.1642 2020-08-01 09:40:43,610 - mmaction - INFO - Epoch [67][820/940] lr: 3.379e-01, eta: 2 days, 3:57:57, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5742, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.2122 2020-08-01 09:41:03,948 - mmaction - INFO - Epoch [67][840/940] lr: 3.379e-01, eta: 2 days, 3:57:34, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5641, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.1840 2020-08-01 09:41:24,014 - mmaction - INFO - Epoch [67][860/940] lr: 3.379e-01, eta: 2 days, 3:57:11, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5729, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.1681 2020-08-01 09:41:45,169 - mmaction - INFO - Epoch [67][880/940] lr: 3.379e-01, eta: 2 days, 3:56:50, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5613, loss_cls: 3.1934, loss: 3.1934, grad_norm: 1.1903 2020-08-01 09:42:05,150 - mmaction - INFO - Epoch [67][900/940] lr: 3.379e-01, eta: 2 days, 3:56:26, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2307, loss: 3.2307, grad_norm: 1.2025 2020-08-01 09:42:26,328 - mmaction - INFO - Epoch [67][920/940] lr: 3.379e-01, eta: 2 days, 3:56:05, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5621, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1806 2020-08-01 09:42:45,304 - mmaction - INFO - Epoch [67][940/940] lr: 3.379e-01, eta: 2 days, 3:55:38, time: 0.948, data_time: 0.002, memory: 6199, top1_acc: 0.3159, top5_acc: 0.5643, loss_cls: 3.1889, loss: 3.1889, grad_norm: 1.1831 2020-08-01 09:43:15,979 - mmaction - INFO - Epoch [68][20/940] lr: 3.361e-01, eta: 2 days, 3:55:43, time: 1.513, data_time: 0.428, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5561, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1885 2020-08-01 09:43:35,664 - mmaction - INFO - Epoch [68][40/940] lr: 3.361e-01, eta: 2 days, 3:55:18, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5764, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.2016 2020-08-01 09:43:56,304 - mmaction - INFO - Epoch [68][60/940] lr: 3.361e-01, eta: 2 days, 3:54:56, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5617, loss_cls: 3.1555, loss: 3.1555, grad_norm: 1.1880 2020-08-01 09:44:16,382 - mmaction - INFO - Epoch [68][80/940] lr: 3.361e-01, eta: 2 days, 3:54:32, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5762, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.1851 2020-08-01 09:44:37,412 - mmaction - INFO - Epoch [68][100/940] lr: 3.361e-01, eta: 2 days, 3:54:11, time: 1.052, data_time: 0.010, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5797, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.1880 2020-08-01 09:44:57,179 - mmaction - INFO - Epoch [68][120/940] lr: 3.361e-01, eta: 2 days, 3:53:47, time: 0.989, data_time: 0.005, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5658, loss_cls: 3.1447, loss: 3.1447, grad_norm: 1.1845 2020-08-01 09:45:18,593 - mmaction - INFO - Epoch [68][140/940] lr: 3.361e-01, eta: 2 days, 3:53:27, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5617, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.1829 2020-08-01 09:45:40,168 - mmaction - INFO - Epoch [68][160/940] lr: 3.361e-01, eta: 2 days, 3:53:07, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5654, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.1674 2020-08-01 09:46:00,490 - mmaction - INFO - Epoch [68][180/940] lr: 3.361e-01, eta: 2 days, 3:52:44, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5734, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.1715 2020-08-01 09:46:21,573 - mmaction - INFO - Epoch [68][200/940] lr: 3.361e-01, eta: 2 days, 3:52:23, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5730, loss_cls: 3.1220, loss: 3.1220, grad_norm: 1.1937 2020-08-01 09:46:42,409 - mmaction - INFO - Epoch [68][220/940] lr: 3.361e-01, eta: 2 days, 3:52:01, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5809, loss_cls: 3.0776, loss: 3.0776, grad_norm: 1.2052 2020-08-01 09:47:03,268 - mmaction - INFO - Epoch [68][240/940] lr: 3.361e-01, eta: 2 days, 3:51:40, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5760, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.2169 2020-08-01 09:47:23,874 - mmaction - INFO - Epoch [68][260/940] lr: 3.361e-01, eta: 2 days, 3:51:18, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5652, loss_cls: 3.1572, loss: 3.1572, grad_norm: 1.1850 2020-08-01 09:47:44,382 - mmaction - INFO - Epoch [68][280/940] lr: 3.361e-01, eta: 2 days, 3:50:55, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5742, loss_cls: 3.1577, loss: 3.1577, grad_norm: 1.1750 2020-08-01 09:48:04,870 - mmaction - INFO - Epoch [68][300/940] lr: 3.361e-01, eta: 2 days, 3:50:33, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5695, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.1856 2020-08-01 09:48:26,165 - mmaction - INFO - Epoch [68][320/940] lr: 3.361e-01, eta: 2 days, 3:50:12, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5668, loss_cls: 3.1653, loss: 3.1653, grad_norm: 1.1948 2020-08-01 09:48:47,000 - mmaction - INFO - Epoch [68][340/940] lr: 3.361e-01, eta: 2 days, 3:49:51, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5686, loss_cls: 3.1597, loss: 3.1597, grad_norm: 1.1755 2020-08-01 09:49:07,622 - mmaction - INFO - Epoch [68][360/940] lr: 3.361e-01, eta: 2 days, 3:49:28, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3074, top5_acc: 0.5607, loss_cls: 3.2169, loss: 3.2169, grad_norm: 1.1758 2020-08-01 09:49:29,205 - mmaction - INFO - Epoch [68][380/940] lr: 3.361e-01, eta: 2 days, 3:49:09, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5773, loss_cls: 3.0976, loss: 3.0976, grad_norm: 1.1705 2020-08-01 09:49:50,616 - mmaction - INFO - Epoch [68][400/940] lr: 3.361e-01, eta: 2 days, 3:48:49, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5705, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.2034 2020-08-01 09:50:10,428 - mmaction - INFO - Epoch [68][420/940] lr: 3.361e-01, eta: 2 days, 3:48:24, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.3070, top5_acc: 0.5539, loss_cls: 3.2356, loss: 3.2356, grad_norm: 1.2008 2020-08-01 09:50:31,351 - mmaction - INFO - Epoch [68][440/940] lr: 3.361e-01, eta: 2 days, 3:48:03, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5664, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.1878 2020-08-01 09:50:52,733 - mmaction - INFO - Epoch [68][460/940] lr: 3.361e-01, eta: 2 days, 3:47:43, time: 1.067, data_time: 0.005, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5648, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.2025 2020-08-01 09:51:12,679 - mmaction - INFO - Epoch [68][480/940] lr: 3.361e-01, eta: 2 days, 3:47:19, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5684, loss_cls: 3.1573, loss: 3.1573, grad_norm: 1.1854 2020-08-01 09:51:33,731 - mmaction - INFO - Epoch [68][500/940] lr: 3.361e-01, eta: 2 days, 3:46:58, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5773, loss_cls: 3.1231, loss: 3.1231, grad_norm: 1.1601 2020-08-01 09:51:54,775 - mmaction - INFO - Epoch [68][520/940] lr: 3.361e-01, eta: 2 days, 3:46:36, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5713, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.1886 2020-08-01 09:52:15,783 - mmaction - INFO - Epoch [68][540/940] lr: 3.361e-01, eta: 2 days, 3:46:16, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5703, loss_cls: 3.1604, loss: 3.1604, grad_norm: 1.1855 2020-08-01 09:52:35,803 - mmaction - INFO - Epoch [68][560/940] lr: 3.361e-01, eta: 2 days, 3:45:52, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5813, loss_cls: 3.1338, loss: 3.1338, grad_norm: 1.1895 2020-08-01 09:52:56,122 - mmaction - INFO - Epoch [68][580/940] lr: 3.361e-01, eta: 2 days, 3:45:29, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5660, loss_cls: 3.1471, loss: 3.1471, grad_norm: 1.1583 2020-08-01 09:53:17,464 - mmaction - INFO - Epoch [68][600/940] lr: 3.361e-01, eta: 2 days, 3:45:08, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5648, loss_cls: 3.1959, loss: 3.1959, grad_norm: 1.1752 2020-08-01 09:53:38,196 - mmaction - INFO - Epoch [68][620/940] lr: 3.361e-01, eta: 2 days, 3:44:46, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5639, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.2108 2020-08-01 09:53:58,908 - mmaction - INFO - Epoch [68][640/940] lr: 3.361e-01, eta: 2 days, 3:44:24, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.1943, loss: 3.1943, grad_norm: 1.1858 2020-08-01 09:54:19,114 - mmaction - INFO - Epoch [68][660/940] lr: 3.361e-01, eta: 2 days, 3:44:01, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3105, top5_acc: 0.5623, loss_cls: 3.1858, loss: 3.1858, grad_norm: 1.1903 2020-08-01 09:54:40,708 - mmaction - INFO - Epoch [68][680/940] lr: 3.361e-01, eta: 2 days, 3:43:42, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5654, loss_cls: 3.1511, loss: 3.1511, grad_norm: 1.2080 2020-08-01 09:55:01,881 - mmaction - INFO - Epoch [68][700/940] lr: 3.361e-01, eta: 2 days, 3:43:21, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5715, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.1757 2020-08-01 09:55:22,545 - mmaction - INFO - Epoch [68][720/940] lr: 3.361e-01, eta: 2 days, 3:42:59, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5738, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.2111 2020-08-01 09:55:43,270 - mmaction - INFO - Epoch [68][740/940] lr: 3.361e-01, eta: 2 days, 3:42:37, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5709, loss_cls: 3.1277, loss: 3.1277, grad_norm: 1.1925 2020-08-01 09:56:03,232 - mmaction - INFO - Epoch [68][760/940] lr: 3.361e-01, eta: 2 days, 3:42:13, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5701, loss_cls: 3.1631, loss: 3.1631, grad_norm: 1.1855 2020-08-01 09:56:23,846 - mmaction - INFO - Epoch [68][780/940] lr: 3.361e-01, eta: 2 days, 3:41:50, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3121, top5_acc: 0.5609, loss_cls: 3.1796, loss: 3.1796, grad_norm: 1.1846 2020-08-01 09:56:43,987 - mmaction - INFO - Epoch [68][800/940] lr: 3.361e-01, eta: 2 days, 3:41:27, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5717, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.1912 2020-08-01 09:57:05,481 - mmaction - INFO - Epoch [68][820/940] lr: 3.361e-01, eta: 2 days, 3:41:07, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5623, loss_cls: 3.2029, loss: 3.2029, grad_norm: 1.1778 2020-08-01 09:57:25,986 - mmaction - INFO - Epoch [68][840/940] lr: 3.361e-01, eta: 2 days, 3:40:44, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5736, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1763 2020-08-01 09:57:47,638 - mmaction - INFO - Epoch [68][860/940] lr: 3.361e-01, eta: 2 days, 3:40:25, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5680, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.1594 2020-08-01 09:58:08,604 - mmaction - INFO - Epoch [68][880/940] lr: 3.361e-01, eta: 2 days, 3:40:04, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5777, loss_cls: 3.0977, loss: 3.0977, grad_norm: 1.2037 2020-08-01 09:58:28,946 - mmaction - INFO - Epoch [68][900/940] lr: 3.361e-01, eta: 2 days, 3:39:41, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5693, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.2025 2020-08-01 09:58:49,672 - mmaction - INFO - Epoch [68][920/940] lr: 3.361e-01, eta: 2 days, 3:39:19, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5590, loss_cls: 3.2014, loss: 3.2014, grad_norm: 1.1865 2020-08-01 09:59:08,967 - mmaction - INFO - Epoch [68][940/940] lr: 3.361e-01, eta: 2 days, 3:38:53, time: 0.967, data_time: 0.007, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5662, loss_cls: 3.1617, loss: 3.1617, grad_norm: 1.1691 2020-08-01 09:59:09,282 - mmaction - INFO - Saving checkpoint at 68 epochs 2020-08-01 09:59:39,709 - mmaction - INFO - Epoch [69][20/940] lr: 3.343e-01, eta: 2 days, 3:38:52, time: 1.420, data_time: 0.425, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5887, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.1871 2020-08-01 09:59:59,855 - mmaction - INFO - Epoch [69][40/940] lr: 3.343e-01, eta: 2 days, 3:38:29, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5730, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.1850 2020-08-01 10:00:24,843 - mmaction - INFO - Epoch [69][60/940] lr: 3.343e-01, eta: 2 days, 3:38:18, time: 1.247, data_time: 0.007, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5652, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.2011 2020-08-01 10:00:45,087 - mmaction - INFO - Epoch [69][80/940] lr: 3.343e-01, eta: 2 days, 3:37:55, time: 1.019, data_time: 0.016, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5785, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.2004 2020-08-01 10:01:04,961 - mmaction - INFO - Epoch [69][100/940] lr: 3.343e-01, eta: 2 days, 3:37:31, time: 0.994, data_time: 0.003, memory: 6199, top1_acc: 0.3232, top5_acc: 0.5738, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.2001 2020-08-01 10:01:25,644 - mmaction - INFO - Epoch [69][120/940] lr: 3.343e-01, eta: 2 days, 3:37:09, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3234, top5_acc: 0.5570, loss_cls: 3.1832, loss: 3.1832, grad_norm: 1.1989 2020-08-01 10:01:46,912 - mmaction - INFO - Epoch [69][140/940] lr: 3.343e-01, eta: 2 days, 3:36:49, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5799, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.1570 2020-08-01 10:02:06,938 - mmaction - INFO - Epoch [69][160/940] lr: 3.343e-01, eta: 2 days, 3:36:25, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5809, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.2106 2020-08-01 10:02:28,450 - mmaction - INFO - Epoch [69][180/940] lr: 3.343e-01, eta: 2 days, 3:36:05, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5646, loss_cls: 3.1727, loss: 3.1727, grad_norm: 1.1817 2020-08-01 10:02:48,977 - mmaction - INFO - Epoch [69][200/940] lr: 3.343e-01, eta: 2 days, 3:35:42, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5756, loss_cls: 3.1139, loss: 3.1139, grad_norm: 1.1900 2020-08-01 10:03:09,183 - mmaction - INFO - Epoch [69][220/940] lr: 3.343e-01, eta: 2 days, 3:35:19, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5746, loss_cls: 3.0967, loss: 3.0967, grad_norm: 1.2152 2020-08-01 10:03:30,743 - mmaction - INFO - Epoch [69][240/940] lr: 3.343e-01, eta: 2 days, 3:35:00, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5705, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.2155 2020-08-01 10:03:50,896 - mmaction - INFO - Epoch [69][260/940] lr: 3.343e-01, eta: 2 days, 3:34:36, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5670, loss_cls: 3.1735, loss: 3.1735, grad_norm: 1.1770 2020-08-01 10:04:12,018 - mmaction - INFO - Epoch [69][280/940] lr: 3.343e-01, eta: 2 days, 3:34:15, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5613, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.2013 2020-08-01 10:04:33,514 - mmaction - INFO - Epoch [69][300/940] lr: 3.343e-01, eta: 2 days, 3:33:55, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1651 2020-08-01 10:04:53,713 - mmaction - INFO - Epoch [69][320/940] lr: 3.343e-01, eta: 2 days, 3:33:32, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5793, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.1990 2020-08-01 10:05:14,862 - mmaction - INFO - Epoch [69][340/940] lr: 3.343e-01, eta: 2 days, 3:33:11, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3104, top5_acc: 0.5566, loss_cls: 3.2051, loss: 3.2051, grad_norm: 1.2064 2020-08-01 10:05:35,492 - mmaction - INFO - Epoch [69][360/940] lr: 3.343e-01, eta: 2 days, 3:32:49, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5643, loss_cls: 3.1721, loss: 3.1721, grad_norm: 1.1757 2020-08-01 10:05:55,494 - mmaction - INFO - Epoch [69][380/940] lr: 3.343e-01, eta: 2 days, 3:32:25, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5652, loss_cls: 3.1851, loss: 3.1851, grad_norm: 1.1870 2020-08-01 10:06:16,690 - mmaction - INFO - Epoch [69][400/940] lr: 3.343e-01, eta: 2 days, 3:32:05, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5594, loss_cls: 3.1694, loss: 3.1694, grad_norm: 1.1931 2020-08-01 10:06:37,883 - mmaction - INFO - Epoch [69][420/940] lr: 3.343e-01, eta: 2 days, 3:31:44, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5639, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.1666 2020-08-01 10:06:57,793 - mmaction - INFO - Epoch [69][440/940] lr: 3.343e-01, eta: 2 days, 3:31:20, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5660, loss_cls: 3.1383, loss: 3.1383, grad_norm: 1.1701 2020-08-01 10:07:18,393 - mmaction - INFO - Epoch [69][460/940] lr: 3.343e-01, eta: 2 days, 3:30:57, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5713, loss_cls: 3.1289, loss: 3.1289, grad_norm: 1.2029 2020-08-01 10:07:38,645 - mmaction - INFO - Epoch [69][480/940] lr: 3.343e-01, eta: 2 days, 3:30:34, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5660, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.1974 2020-08-01 10:07:58,354 - mmaction - INFO - Epoch [69][500/940] lr: 3.343e-01, eta: 2 days, 3:30:10, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5803, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.1464 2020-08-01 10:08:20,132 - mmaction - INFO - Epoch [69][520/940] lr: 3.343e-01, eta: 2 days, 3:29:51, time: 1.090, data_time: 0.003, memory: 6199, top1_acc: 0.3088, top5_acc: 0.5650, loss_cls: 3.2001, loss: 3.2001, grad_norm: 1.1888 2020-08-01 10:08:40,546 - mmaction - INFO - Epoch [69][540/940] lr: 3.343e-01, eta: 2 days, 3:29:28, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.3010, top5_acc: 0.5623, loss_cls: 3.1716, loss: 3.1716, grad_norm: 1.1955 2020-08-01 10:09:01,596 - mmaction - INFO - Epoch [69][560/940] lr: 3.343e-01, eta: 2 days, 3:29:07, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5684, loss_cls: 3.1568, loss: 3.1568, grad_norm: 1.1942 2020-08-01 10:09:21,728 - mmaction - INFO - Epoch [69][580/940] lr: 3.343e-01, eta: 2 days, 3:28:43, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5748, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.1729 2020-08-01 10:09:42,184 - mmaction - INFO - Epoch [69][600/940] lr: 3.343e-01, eta: 2 days, 3:28:21, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5605, loss_cls: 3.1482, loss: 3.1482, grad_norm: 1.1696 2020-08-01 10:10:03,460 - mmaction - INFO - Epoch [69][620/940] lr: 3.343e-01, eta: 2 days, 3:28:00, time: 1.061, data_time: 0.002, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5697, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.2058 2020-08-01 10:10:24,407 - mmaction - INFO - Epoch [69][640/940] lr: 3.343e-01, eta: 2 days, 3:27:39, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5645, loss_cls: 3.1753, loss: 3.1753, grad_norm: 1.2099 2020-08-01 10:10:45,698 - mmaction - INFO - Epoch [69][660/940] lr: 3.343e-01, eta: 2 days, 3:27:18, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5668, loss_cls: 3.1645, loss: 3.1645, grad_norm: 1.1804 2020-08-01 10:11:06,268 - mmaction - INFO - Epoch [69][680/940] lr: 3.343e-01, eta: 2 days, 3:26:56, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5594, loss_cls: 3.1941, loss: 3.1941, grad_norm: 1.1964 2020-08-01 10:11:26,734 - mmaction - INFO - Epoch [69][700/940] lr: 3.343e-01, eta: 2 days, 3:26:33, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5564, loss_cls: 3.2228, loss: 3.2228, grad_norm: 1.1843 2020-08-01 10:11:47,297 - mmaction - INFO - Epoch [69][720/940] lr: 3.343e-01, eta: 2 days, 3:26:11, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5680, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.1925 2020-08-01 10:12:07,550 - mmaction - INFO - Epoch [69][740/940] lr: 3.343e-01, eta: 2 days, 3:25:48, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5658, loss_cls: 3.1917, loss: 3.1917, grad_norm: 1.1847 2020-08-01 10:12:28,830 - mmaction - INFO - Epoch [69][760/940] lr: 3.343e-01, eta: 2 days, 3:25:28, time: 1.064, data_time: 0.003, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.2103, loss: 3.2103, grad_norm: 1.1804 2020-08-01 10:12:49,914 - mmaction - INFO - Epoch [69][780/940] lr: 3.343e-01, eta: 2 days, 3:25:07, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5664, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1597 2020-08-01 10:13:11,147 - mmaction - INFO - Epoch [69][800/940] lr: 3.343e-01, eta: 2 days, 3:24:46, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.2979, top5_acc: 0.5602, loss_cls: 3.2068, loss: 3.2068, grad_norm: 1.1915 2020-08-01 10:13:31,422 - mmaction - INFO - Epoch [69][820/940] lr: 3.343e-01, eta: 2 days, 3:24:23, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1371, loss: 3.1371, grad_norm: 1.1878 2020-08-01 10:13:52,454 - mmaction - INFO - Epoch [69][840/940] lr: 3.343e-01, eta: 2 days, 3:24:02, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5844, loss_cls: 3.0693, loss: 3.0693, grad_norm: 1.1836 2020-08-01 10:14:12,603 - mmaction - INFO - Epoch [69][860/940] lr: 3.343e-01, eta: 2 days, 3:23:39, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5686, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.1755 2020-08-01 10:14:33,044 - mmaction - INFO - Epoch [69][880/940] lr: 3.343e-01, eta: 2 days, 3:23:16, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.1994 2020-08-01 10:14:53,529 - mmaction - INFO - Epoch [69][900/940] lr: 3.343e-01, eta: 2 days, 3:22:53, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5619, loss_cls: 3.1977, loss: 3.1977, grad_norm: 1.2004 2020-08-01 10:15:14,621 - mmaction - INFO - Epoch [69][920/940] lr: 3.343e-01, eta: 2 days, 3:22:32, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5771, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.2177 2020-08-01 10:15:33,550 - mmaction - INFO - Epoch [69][940/940] lr: 3.343e-01, eta: 2 days, 3:22:06, time: 0.947, data_time: 0.010, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5560, loss_cls: 3.2252, loss: 3.2252, grad_norm: 1.1856 2020-08-01 10:16:06,671 - mmaction - INFO - Epoch [70][20/940] lr: 3.325e-01, eta: 2 days, 3:22:16, time: 1.636, data_time: 0.610, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5687, loss_cls: 3.1728, loss: 3.1728, grad_norm: 1.1816 2020-08-01 10:16:26,829 - mmaction - INFO - Epoch [70][40/940] lr: 3.325e-01, eta: 2 days, 3:21:53, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5676, loss_cls: 3.1838, loss: 3.1838, grad_norm: 1.1975 2020-08-01 10:16:46,700 - mmaction - INFO - Epoch [70][60/940] lr: 3.325e-01, eta: 2 days, 3:21:29, time: 0.991, data_time: 0.009, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5727, loss_cls: 3.1501, loss: 3.1501, grad_norm: 1.2001 2020-08-01 10:17:06,686 - mmaction - INFO - Epoch [70][80/940] lr: 3.325e-01, eta: 2 days, 3:21:05, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5689, loss_cls: 3.1673, loss: 3.1673, grad_norm: 1.2037 2020-08-01 10:17:27,530 - mmaction - INFO - Epoch [70][100/940] lr: 3.325e-01, eta: 2 days, 3:20:43, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5627, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1899 2020-08-01 10:17:48,922 - mmaction - INFO - Epoch [70][120/940] lr: 3.325e-01, eta: 2 days, 3:20:23, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5687, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.1714 2020-08-01 10:18:10,140 - mmaction - INFO - Epoch [70][140/940] lr: 3.325e-01, eta: 2 days, 3:20:02, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.2936, top5_acc: 0.5465, loss_cls: 3.2353, loss: 3.2353, grad_norm: 1.2108 2020-08-01 10:18:30,725 - mmaction - INFO - Epoch [70][160/940] lr: 3.325e-01, eta: 2 days, 3:19:40, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5748, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.1931 2020-08-01 10:18:51,779 - mmaction - INFO - Epoch [70][180/940] lr: 3.325e-01, eta: 2 days, 3:19:19, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5736, loss_cls: 3.1415, loss: 3.1415, grad_norm: 1.2082 2020-08-01 10:19:11,906 - mmaction - INFO - Epoch [70][200/940] lr: 3.325e-01, eta: 2 days, 3:18:56, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5699, loss_cls: 3.1262, loss: 3.1262, grad_norm: 1.1919 2020-08-01 10:19:32,362 - mmaction - INFO - Epoch [70][220/940] lr: 3.325e-01, eta: 2 days, 3:18:33, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5744, loss_cls: 3.1344, loss: 3.1344, grad_norm: 1.2038 2020-08-01 10:19:53,485 - mmaction - INFO - Epoch [70][240/940] lr: 3.325e-01, eta: 2 days, 3:18:12, time: 1.062, data_time: 0.011, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5797, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.1900 2020-08-01 10:20:13,949 - mmaction - INFO - Epoch [70][260/940] lr: 3.325e-01, eta: 2 days, 3:17:50, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5691, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.1985 2020-08-01 10:20:34,659 - mmaction - INFO - Epoch [70][280/940] lr: 3.325e-01, eta: 2 days, 3:17:28, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5783, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.1856 2020-08-01 10:20:54,996 - mmaction - INFO - Epoch [70][300/940] lr: 3.325e-01, eta: 2 days, 3:17:05, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5717, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.1797 2020-08-01 10:21:16,004 - mmaction - INFO - Epoch [70][320/940] lr: 3.325e-01, eta: 2 days, 3:16:44, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5730, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.1880 2020-08-01 10:21:36,045 - mmaction - INFO - Epoch [70][340/940] lr: 3.325e-01, eta: 2 days, 3:16:20, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.1370, loss: 3.1370, grad_norm: 1.2001 2020-08-01 10:21:57,225 - mmaction - INFO - Epoch [70][360/940] lr: 3.325e-01, eta: 2 days, 3:15:59, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5777, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.2211 2020-08-01 10:22:17,920 - mmaction - INFO - Epoch [70][380/940] lr: 3.325e-01, eta: 2 days, 3:15:37, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5684, loss_cls: 3.1292, loss: 3.1292, grad_norm: 1.1856 2020-08-01 10:22:39,217 - mmaction - INFO - Epoch [70][400/940] lr: 3.325e-01, eta: 2 days, 3:15:17, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5707, loss_cls: 3.1325, loss: 3.1325, grad_norm: 1.1918 2020-08-01 10:22:59,000 - mmaction - INFO - Epoch [70][420/940] lr: 3.325e-01, eta: 2 days, 3:14:52, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1472, loss: 3.1472, grad_norm: 1.1953 2020-08-01 10:23:20,689 - mmaction - INFO - Epoch [70][440/940] lr: 3.325e-01, eta: 2 days, 3:14:33, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5703, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.1942 2020-08-01 10:23:41,144 - mmaction - INFO - Epoch [70][460/940] lr: 3.325e-01, eta: 2 days, 3:14:11, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5795, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.2181 2020-08-01 10:24:01,540 - mmaction - INFO - Epoch [70][480/940] lr: 3.325e-01, eta: 2 days, 3:13:48, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5637, loss_cls: 3.1510, loss: 3.1510, grad_norm: 1.1785 2020-08-01 10:24:22,551 - mmaction - INFO - Epoch [70][500/940] lr: 3.325e-01, eta: 2 days, 3:13:27, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5740, loss_cls: 3.1397, loss: 3.1397, grad_norm: 1.1967 2020-08-01 10:24:42,396 - mmaction - INFO - Epoch [70][520/940] lr: 3.325e-01, eta: 2 days, 3:13:02, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5588, loss_cls: 3.1921, loss: 3.1921, grad_norm: 1.1900 2020-08-01 10:25:02,900 - mmaction - INFO - Epoch [70][540/940] lr: 3.325e-01, eta: 2 days, 3:12:40, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5676, loss_cls: 3.1305, loss: 3.1305, grad_norm: 1.1867 2020-08-01 10:25:22,798 - mmaction - INFO - Epoch [70][560/940] lr: 3.325e-01, eta: 2 days, 3:12:16, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5617, loss_cls: 3.1965, loss: 3.1965, grad_norm: 1.2071 2020-08-01 10:25:43,526 - mmaction - INFO - Epoch [70][580/940] lr: 3.325e-01, eta: 2 days, 3:11:54, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5756, loss_cls: 3.0848, loss: 3.0848, grad_norm: 1.1883 2020-08-01 10:26:03,804 - mmaction - INFO - Epoch [70][600/940] lr: 3.325e-01, eta: 2 days, 3:11:31, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5670, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.1941 2020-08-01 10:26:25,407 - mmaction - INFO - Epoch [70][620/940] lr: 3.325e-01, eta: 2 days, 3:11:11, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5635, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.2031 2020-08-01 10:26:45,656 - mmaction - INFO - Epoch [70][640/940] lr: 3.325e-01, eta: 2 days, 3:10:48, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5697, loss_cls: 3.1348, loss: 3.1348, grad_norm: 1.2218 2020-08-01 10:27:07,098 - mmaction - INFO - Epoch [70][660/940] lr: 3.325e-01, eta: 2 days, 3:10:28, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5705, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.1960 2020-08-01 10:27:26,799 - mmaction - INFO - Epoch [70][680/940] lr: 3.325e-01, eta: 2 days, 3:10:04, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5672, loss_cls: 3.1287, loss: 3.1287, grad_norm: 1.2046 2020-08-01 10:27:47,640 - mmaction - INFO - Epoch [70][700/940] lr: 3.325e-01, eta: 2 days, 3:09:42, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5680, loss_cls: 3.1407, loss: 3.1407, grad_norm: 1.1918 2020-08-01 10:28:08,073 - mmaction - INFO - Epoch [70][720/940] lr: 3.325e-01, eta: 2 days, 3:09:19, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5619, loss_cls: 3.1857, loss: 3.1857, grad_norm: 1.2048 2020-08-01 10:28:28,817 - mmaction - INFO - Epoch [70][740/940] lr: 3.325e-01, eta: 2 days, 3:08:58, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5555, loss_cls: 3.2303, loss: 3.2303, grad_norm: 1.2014 2020-08-01 10:28:49,840 - mmaction - INFO - Epoch [70][760/940] lr: 3.325e-01, eta: 2 days, 3:08:36, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5768, loss_cls: 3.1380, loss: 3.1380, grad_norm: 1.1852 2020-08-01 10:29:10,963 - mmaction - INFO - Epoch [70][780/940] lr: 3.325e-01, eta: 2 days, 3:08:16, time: 1.055, data_time: 0.005, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5582, loss_cls: 3.2061, loss: 3.2061, grad_norm: 1.1862 2020-08-01 10:29:30,737 - mmaction - INFO - Epoch [70][800/940] lr: 3.325e-01, eta: 2 days, 3:07:51, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5633, loss_cls: 3.1793, loss: 3.1793, grad_norm: 1.2077 2020-08-01 10:29:50,849 - mmaction - INFO - Epoch [70][820/940] lr: 3.325e-01, eta: 2 days, 3:07:28, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5727, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.2046 2020-08-01 10:30:11,090 - mmaction - INFO - Epoch [70][840/940] lr: 3.325e-01, eta: 2 days, 3:07:04, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5727, loss_cls: 3.1294, loss: 3.1294, grad_norm: 1.1822 2020-08-01 10:30:31,858 - mmaction - INFO - Epoch [70][860/940] lr: 3.325e-01, eta: 2 days, 3:06:43, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5652, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.2002 2020-08-01 10:30:52,241 - mmaction - INFO - Epoch [70][880/940] lr: 3.325e-01, eta: 2 days, 3:06:20, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3090, top5_acc: 0.5594, loss_cls: 3.1895, loss: 3.1895, grad_norm: 1.1832 2020-08-01 10:31:13,030 - mmaction - INFO - Epoch [70][900/940] lr: 3.325e-01, eta: 2 days, 3:05:58, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.1995 2020-08-01 10:31:33,571 - mmaction - INFO - Epoch [70][920/940] lr: 3.325e-01, eta: 2 days, 3:05:36, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5645, loss_cls: 3.1474, loss: 3.1474, grad_norm: 1.1745 2020-08-01 10:31:53,011 - mmaction - INFO - Epoch [70][940/940] lr: 3.325e-01, eta: 2 days, 3:05:11, time: 0.972, data_time: 0.008, memory: 6199, top1_acc: 0.3265, top5_acc: 0.5761, loss_cls: 3.1265, loss: 3.1265, grad_norm: 1.2072 2020-08-01 10:32:24,331 - mmaction - INFO - Epoch [71][20/940] lr: 3.306e-01, eta: 2 days, 3:05:16, time: 1.550, data_time: 0.504, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5680, loss_cls: 3.1683, loss: 3.1683, grad_norm: 1.1774 2020-08-01 10:32:44,122 - mmaction - INFO - Epoch [71][40/940] lr: 3.306e-01, eta: 2 days, 3:04:51, time: 0.987, data_time: 0.010, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5771, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.2001 2020-08-01 10:33:04,568 - mmaction - INFO - Epoch [71][60/940] lr: 3.306e-01, eta: 2 days, 3:04:29, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5844, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.1929 2020-08-01 10:33:25,216 - mmaction - INFO - Epoch [71][80/940] lr: 3.306e-01, eta: 2 days, 3:04:07, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.2252 2020-08-01 10:33:45,860 - mmaction - INFO - Epoch [71][100/940] lr: 3.306e-01, eta: 2 days, 3:03:45, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5803, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.1768 2020-08-01 10:34:06,300 - mmaction - INFO - Epoch [71][120/940] lr: 3.306e-01, eta: 2 days, 3:03:22, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5768, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.2054 2020-08-01 10:34:26,522 - mmaction - INFO - Epoch [71][140/940] lr: 3.306e-01, eta: 2 days, 3:02:59, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5756, loss_cls: 3.1074, loss: 3.1074, grad_norm: 1.2039 2020-08-01 10:34:46,954 - mmaction - INFO - Epoch [71][160/940] lr: 3.306e-01, eta: 2 days, 3:02:36, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5639, loss_cls: 3.1473, loss: 3.1473, grad_norm: 1.1989 2020-08-01 10:35:07,770 - mmaction - INFO - Epoch [71][180/940] lr: 3.306e-01, eta: 2 days, 3:02:15, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5650, loss_cls: 3.1609, loss: 3.1609, grad_norm: 1.2240 2020-08-01 10:35:27,797 - mmaction - INFO - Epoch [71][200/940] lr: 3.306e-01, eta: 2 days, 3:01:51, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5674, loss_cls: 3.1596, loss: 3.1596, grad_norm: 1.1939 2020-08-01 10:35:47,793 - mmaction - INFO - Epoch [71][220/940] lr: 3.306e-01, eta: 2 days, 3:01:27, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5701, loss_cls: 3.1299, loss: 3.1299, grad_norm: 1.2223 2020-08-01 10:36:07,419 - mmaction - INFO - Epoch [71][240/940] lr: 3.306e-01, eta: 2 days, 3:01:02, time: 0.981, data_time: 0.008, memory: 6199, top1_acc: 0.3121, top5_acc: 0.5590, loss_cls: 3.1946, loss: 3.1946, grad_norm: 1.2231 2020-08-01 10:36:28,715 - mmaction - INFO - Epoch [71][260/940] lr: 3.306e-01, eta: 2 days, 3:00:42, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5807, loss_cls: 3.1119, loss: 3.1119, grad_norm: 1.2092 2020-08-01 10:36:49,868 - mmaction - INFO - Epoch [71][280/940] lr: 3.306e-01, eta: 2 days, 3:00:21, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5777, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.1800 2020-08-01 10:37:09,868 - mmaction - INFO - Epoch [71][300/940] lr: 3.306e-01, eta: 2 days, 2:59:57, time: 0.999, data_time: 0.002, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.2093 2020-08-01 10:37:30,770 - mmaction - INFO - Epoch [71][320/940] lr: 3.306e-01, eta: 2 days, 2:59:36, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5687, loss_cls: 3.1702, loss: 3.1702, grad_norm: 1.1856 2020-08-01 10:37:51,337 - mmaction - INFO - Epoch [71][340/940] lr: 3.306e-01, eta: 2 days, 2:59:14, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5760, loss_cls: 3.1575, loss: 3.1575, grad_norm: 1.1904 2020-08-01 10:38:11,298 - mmaction - INFO - Epoch [71][360/940] lr: 3.306e-01, eta: 2 days, 2:58:50, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5590, loss_cls: 3.1958, loss: 3.1958, grad_norm: 1.1954 2020-08-01 10:38:31,862 - mmaction - INFO - Epoch [71][380/940] lr: 3.306e-01, eta: 2 days, 2:58:28, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5781, loss_cls: 3.1164, loss: 3.1164, grad_norm: 1.1988 2020-08-01 10:38:51,726 - mmaction - INFO - Epoch [71][400/940] lr: 3.306e-01, eta: 2 days, 2:58:04, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5721, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.1789 2020-08-01 10:39:12,965 - mmaction - INFO - Epoch [71][420/940] lr: 3.306e-01, eta: 2 days, 2:57:43, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5799, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.1922 2020-08-01 10:39:33,207 - mmaction - INFO - Epoch [71][440/940] lr: 3.306e-01, eta: 2 days, 2:57:20, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5740, loss_cls: 3.1613, loss: 3.1613, grad_norm: 1.1778 2020-08-01 10:39:53,665 - mmaction - INFO - Epoch [71][460/940] lr: 3.306e-01, eta: 2 days, 2:56:57, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3156, top5_acc: 0.5701, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.2104 2020-08-01 10:40:15,217 - mmaction - INFO - Epoch [71][480/940] lr: 3.306e-01, eta: 2 days, 2:56:38, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5703, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.1805 2020-08-01 10:40:35,980 - mmaction - INFO - Epoch [71][500/940] lr: 3.306e-01, eta: 2 days, 2:56:16, time: 1.037, data_time: 0.004, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5854, loss_cls: 3.0938, loss: 3.0938, grad_norm: 1.2187 2020-08-01 10:40:56,148 - mmaction - INFO - Epoch [71][520/940] lr: 3.306e-01, eta: 2 days, 2:55:53, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5814, loss_cls: 3.1145, loss: 3.1145, grad_norm: 1.2213 2020-08-01 10:41:17,684 - mmaction - INFO - Epoch [71][540/940] lr: 3.306e-01, eta: 2 days, 2:55:33, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5764, loss_cls: 3.1547, loss: 3.1547, grad_norm: 1.2125 2020-08-01 10:41:38,328 - mmaction - INFO - Epoch [71][560/940] lr: 3.306e-01, eta: 2 days, 2:55:11, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5689, loss_cls: 3.1585, loss: 3.1585, grad_norm: 1.1826 2020-08-01 10:41:58,350 - mmaction - INFO - Epoch [71][580/940] lr: 3.306e-01, eta: 2 days, 2:54:47, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5623, loss_cls: 3.1440, loss: 3.1440, grad_norm: 1.1770 2020-08-01 10:42:18,969 - mmaction - INFO - Epoch [71][600/940] lr: 3.306e-01, eta: 2 days, 2:54:25, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.3039, top5_acc: 0.5604, loss_cls: 3.2239, loss: 3.2239, grad_norm: 1.2010 2020-08-01 10:42:39,619 - mmaction - INFO - Epoch [71][620/940] lr: 3.306e-01, eta: 2 days, 2:54:03, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3143, top5_acc: 0.5682, loss_cls: 3.1454, loss: 3.1454, grad_norm: 1.2095 2020-08-01 10:42:59,611 - mmaction - INFO - Epoch [71][640/940] lr: 3.306e-01, eta: 2 days, 2:53:39, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5703, loss_cls: 3.1376, loss: 3.1376, grad_norm: 1.2113 2020-08-01 10:43:20,533 - mmaction - INFO - Epoch [71][660/940] lr: 3.306e-01, eta: 2 days, 2:53:18, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5783, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.2126 2020-08-01 10:43:40,485 - mmaction - INFO - Epoch [71][680/940] lr: 3.306e-01, eta: 2 days, 2:52:54, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5750, loss_cls: 3.0932, loss: 3.0932, grad_norm: 1.1849 2020-08-01 10:44:01,759 - mmaction - INFO - Epoch [71][700/940] lr: 3.306e-01, eta: 2 days, 2:52:34, time: 1.063, data_time: 0.004, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5633, loss_cls: 3.1589, loss: 3.1589, grad_norm: 1.2225 2020-08-01 10:44:22,388 - mmaction - INFO - Epoch [71][720/940] lr: 3.306e-01, eta: 2 days, 2:52:11, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5668, loss_cls: 3.1747, loss: 3.1747, grad_norm: 1.2048 2020-08-01 10:44:42,740 - mmaction - INFO - Epoch [71][740/940] lr: 3.306e-01, eta: 2 days, 2:51:49, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5705, loss_cls: 3.1632, loss: 3.1632, grad_norm: 1.1821 2020-08-01 10:45:03,875 - mmaction - INFO - Epoch [71][760/940] lr: 3.306e-01, eta: 2 days, 2:51:28, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5672, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.1916 2020-08-01 10:45:24,366 - mmaction - INFO - Epoch [71][780/940] lr: 3.306e-01, eta: 2 days, 2:51:05, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5680, loss_cls: 3.1561, loss: 3.1561, grad_norm: 1.1816 2020-08-01 10:45:44,733 - mmaction - INFO - Epoch [71][800/940] lr: 3.306e-01, eta: 2 days, 2:50:43, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5717, loss_cls: 3.1185, loss: 3.1185, grad_norm: 1.2187 2020-08-01 10:46:05,466 - mmaction - INFO - Epoch [71][820/940] lr: 3.306e-01, eta: 2 days, 2:50:21, time: 1.037, data_time: 0.004, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5707, loss_cls: 3.1448, loss: 3.1448, grad_norm: 1.1763 2020-08-01 10:46:26,328 - mmaction - INFO - Epoch [71][840/940] lr: 3.306e-01, eta: 2 days, 2:49:59, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5766, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.1749 2020-08-01 10:46:46,883 - mmaction - INFO - Epoch [71][860/940] lr: 3.306e-01, eta: 2 days, 2:49:37, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5707, loss_cls: 3.1235, loss: 3.1235, grad_norm: 1.2086 2020-08-01 10:47:07,597 - mmaction - INFO - Epoch [71][880/940] lr: 3.306e-01, eta: 2 days, 2:49:15, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3086, top5_acc: 0.5561, loss_cls: 3.1991, loss: 3.1991, grad_norm: 1.1931 2020-08-01 10:47:28,790 - mmaction - INFO - Epoch [71][900/940] lr: 3.306e-01, eta: 2 days, 2:48:55, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5660, loss_cls: 3.1522, loss: 3.1522, grad_norm: 1.1760 2020-08-01 10:47:49,319 - mmaction - INFO - Epoch [71][920/940] lr: 3.306e-01, eta: 2 days, 2:48:32, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5697, loss_cls: 3.1538, loss: 3.1538, grad_norm: 1.1887 2020-08-01 10:48:10,601 - mmaction - INFO - Epoch [71][940/940] lr: 3.306e-01, eta: 2 days, 2:48:12, time: 1.065, data_time: 0.006, memory: 6199, top1_acc: 0.3200, top5_acc: 0.5668, loss_cls: 3.1550, loss: 3.1550, grad_norm: 1.2076 2020-08-01 10:48:43,340 - mmaction - INFO - Epoch [72][20/940] lr: 3.288e-01, eta: 2 days, 2:48:20, time: 1.623, data_time: 0.497, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5863, loss_cls: 3.1029, loss: 3.1029, grad_norm: 1.1829 2020-08-01 10:49:03,673 - mmaction - INFO - Epoch [72][40/940] lr: 3.288e-01, eta: 2 days, 2:47:57, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5711, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.1938 2020-08-01 10:49:23,687 - mmaction - INFO - Epoch [72][60/940] lr: 3.288e-01, eta: 2 days, 2:47:34, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5746, loss_cls: 3.1334, loss: 3.1334, grad_norm: 1.1983 2020-08-01 10:49:44,709 - mmaction - INFO - Epoch [72][80/940] lr: 3.288e-01, eta: 2 days, 2:47:13, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5742, loss_cls: 3.1222, loss: 3.1222, grad_norm: 1.1849 2020-08-01 10:50:04,744 - mmaction - INFO - Epoch [72][100/940] lr: 3.288e-01, eta: 2 days, 2:46:49, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5721, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.1858 2020-08-01 10:50:25,138 - mmaction - INFO - Epoch [72][120/940] lr: 3.288e-01, eta: 2 days, 2:46:26, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.3141, top5_acc: 0.5650, loss_cls: 3.1812, loss: 3.1812, grad_norm: 1.2088 2020-08-01 10:50:46,369 - mmaction - INFO - Epoch [72][140/940] lr: 3.288e-01, eta: 2 days, 2:46:06, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5715, loss_cls: 3.1144, loss: 3.1144, grad_norm: 1.1929 2020-08-01 10:51:07,196 - mmaction - INFO - Epoch [72][160/940] lr: 3.288e-01, eta: 2 days, 2:45:44, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5811, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.2001 2020-08-01 10:51:27,871 - mmaction - INFO - Epoch [72][180/940] lr: 3.288e-01, eta: 2 days, 2:45:22, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5742, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.2183 2020-08-01 10:51:47,897 - mmaction - INFO - Epoch [72][200/940] lr: 3.288e-01, eta: 2 days, 2:44:59, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5746, loss_cls: 3.1323, loss: 3.1323, grad_norm: 1.2451 2020-08-01 10:52:08,011 - mmaction - INFO - Epoch [72][220/940] lr: 3.288e-01, eta: 2 days, 2:44:35, time: 1.003, data_time: 0.002, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5631, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1872 2020-08-01 10:52:29,930 - mmaction - INFO - Epoch [72][240/940] lr: 3.288e-01, eta: 2 days, 2:44:17, time: 1.099, data_time: 0.005, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5748, loss_cls: 3.1360, loss: 3.1360, grad_norm: 1.1993 2020-08-01 10:52:50,188 - mmaction - INFO - Epoch [72][260/940] lr: 3.288e-01, eta: 2 days, 2:43:54, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5830, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.1959 2020-08-01 10:53:10,905 - mmaction - INFO - Epoch [72][280/940] lr: 3.288e-01, eta: 2 days, 2:43:32, time: 1.036, data_time: 0.002, memory: 6199, top1_acc: 0.3117, top5_acc: 0.5637, loss_cls: 3.1451, loss: 3.1451, grad_norm: 1.2082 2020-08-01 10:53:32,064 - mmaction - INFO - Epoch [72][300/940] lr: 3.288e-01, eta: 2 days, 2:43:11, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3135, top5_acc: 0.5693, loss_cls: 3.1527, loss: 3.1527, grad_norm: 1.1984 2020-08-01 10:53:52,666 - mmaction - INFO - Epoch [72][320/940] lr: 3.288e-01, eta: 2 days, 2:42:49, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5635, loss_cls: 3.1581, loss: 3.1581, grad_norm: 1.1780 2020-08-01 10:54:13,666 - mmaction - INFO - Epoch [72][340/940] lr: 3.288e-01, eta: 2 days, 2:42:28, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5678, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1870 2020-08-01 10:54:34,200 - mmaction - INFO - Epoch [72][360/940] lr: 3.288e-01, eta: 2 days, 2:42:05, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5748, loss_cls: 3.0929, loss: 3.0929, grad_norm: 1.2037 2020-08-01 10:54:54,576 - mmaction - INFO - Epoch [72][380/940] lr: 3.288e-01, eta: 2 days, 2:41:43, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1684, loss: 3.1684, grad_norm: 1.1967 2020-08-01 10:55:15,273 - mmaction - INFO - Epoch [72][400/940] lr: 3.288e-01, eta: 2 days, 2:41:20, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5756, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.2108 2020-08-01 10:55:35,489 - mmaction - INFO - Epoch [72][420/940] lr: 3.288e-01, eta: 2 days, 2:40:57, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5793, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.1947 2020-08-01 10:55:57,576 - mmaction - INFO - Epoch [72][440/940] lr: 3.288e-01, eta: 2 days, 2:40:39, time: 1.104, data_time: 0.011, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5842, loss_cls: 3.0940, loss: 3.0940, grad_norm: 1.2027 2020-08-01 10:56:17,409 - mmaction - INFO - Epoch [72][460/940] lr: 3.288e-01, eta: 2 days, 2:40:15, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5676, loss_cls: 3.1655, loss: 3.1655, grad_norm: 1.1971 2020-08-01 10:56:38,303 - mmaction - INFO - Epoch [72][480/940] lr: 3.288e-01, eta: 2 days, 2:39:54, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5727, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.1816 2020-08-01 10:56:58,749 - mmaction - INFO - Epoch [72][500/940] lr: 3.288e-01, eta: 2 days, 2:39:31, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5625, loss_cls: 3.1554, loss: 3.1554, grad_norm: 1.2170 2020-08-01 10:57:20,107 - mmaction - INFO - Epoch [72][520/940] lr: 3.288e-01, eta: 2 days, 2:39:11, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5670, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.2070 2020-08-01 10:57:40,234 - mmaction - INFO - Epoch [72][540/940] lr: 3.288e-01, eta: 2 days, 2:38:47, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3045, top5_acc: 0.5572, loss_cls: 3.2186, loss: 3.2186, grad_norm: 1.2466 2020-08-01 10:58:02,615 - mmaction - INFO - Epoch [72][560/940] lr: 3.288e-01, eta: 2 days, 2:38:30, time: 1.119, data_time: 0.081, memory: 6199, top1_acc: 0.3053, top5_acc: 0.5621, loss_cls: 3.1954, loss: 3.1954, grad_norm: 1.2142 2020-08-01 10:58:22,971 - mmaction - INFO - Epoch [72][580/940] lr: 3.288e-01, eta: 2 days, 2:38:07, time: 1.018, data_time: 0.003, memory: 6199, top1_acc: 0.3133, top5_acc: 0.5631, loss_cls: 3.1429, loss: 3.1429, grad_norm: 1.1730 2020-08-01 10:58:43,734 - mmaction - INFO - Epoch [72][600/940] lr: 3.288e-01, eta: 2 days, 2:37:45, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0953, loss: 3.0953, grad_norm: 1.1905 2020-08-01 10:59:04,191 - mmaction - INFO - Epoch [72][620/940] lr: 3.288e-01, eta: 2 days, 2:37:23, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5736, loss_cls: 3.1302, loss: 3.1302, grad_norm: 1.2121 2020-08-01 10:59:25,649 - mmaction - INFO - Epoch [72][640/940] lr: 3.288e-01, eta: 2 days, 2:37:03, time: 1.075, data_time: 0.010, memory: 6199, top1_acc: 0.3027, top5_acc: 0.5539, loss_cls: 3.2190, loss: 3.2190, grad_norm: 1.2098 2020-08-01 10:59:46,393 - mmaction - INFO - Epoch [72][660/940] lr: 3.288e-01, eta: 2 days, 2:36:41, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5627, loss_cls: 3.1883, loss: 3.1883, grad_norm: 1.2055 2020-08-01 11:00:10,305 - mmaction - INFO - Epoch [72][680/940] lr: 3.288e-01, eta: 2 days, 2:36:27, time: 1.191, data_time: 0.005, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5867, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.1937 2020-08-01 11:00:31,082 - mmaction - INFO - Epoch [72][700/940] lr: 3.288e-01, eta: 2 days, 2:36:06, time: 1.042, data_time: 0.013, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5686, loss_cls: 3.1461, loss: 3.1461, grad_norm: 1.2100 2020-08-01 11:00:51,167 - mmaction - INFO - Epoch [72][720/940] lr: 3.288e-01, eta: 2 days, 2:35:42, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5594, loss_cls: 3.1871, loss: 3.1871, grad_norm: 1.1798 2020-08-01 11:01:12,584 - mmaction - INFO - Epoch [72][740/940] lr: 3.288e-01, eta: 2 days, 2:35:22, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5682, loss_cls: 3.1598, loss: 3.1598, grad_norm: 1.1820 2020-08-01 11:01:34,219 - mmaction - INFO - Epoch [72][760/940] lr: 3.288e-01, eta: 2 days, 2:35:03, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5629, loss_cls: 3.1635, loss: 3.1635, grad_norm: 1.1959 2020-08-01 11:01:53,948 - mmaction - INFO - Epoch [72][780/940] lr: 3.288e-01, eta: 2 days, 2:34:38, time: 0.983, data_time: 0.008, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5701, loss_cls: 3.1223, loss: 3.1223, grad_norm: 1.1761 2020-08-01 11:02:15,226 - mmaction - INFO - Epoch [72][800/940] lr: 3.288e-01, eta: 2 days, 2:34:18, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5762, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.2167 2020-08-01 11:02:35,641 - mmaction - INFO - Epoch [72][820/940] lr: 3.288e-01, eta: 2 days, 2:33:55, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5715, loss_cls: 3.1701, loss: 3.1701, grad_norm: 1.2110 2020-08-01 11:02:56,219 - mmaction - INFO - Epoch [72][840/940] lr: 3.288e-01, eta: 2 days, 2:33:33, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5604, loss_cls: 3.1873, loss: 3.1873, grad_norm: 1.1733 2020-08-01 11:03:16,709 - mmaction - INFO - Epoch [72][860/940] lr: 3.288e-01, eta: 2 days, 2:33:11, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5775, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.1867 2020-08-01 11:03:37,890 - mmaction - INFO - Epoch [72][880/940] lr: 3.288e-01, eta: 2 days, 2:32:50, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5701, loss_cls: 3.1266, loss: 3.1266, grad_norm: 1.1739 2020-08-01 11:03:59,300 - mmaction - INFO - Epoch [72][900/940] lr: 3.288e-01, eta: 2 days, 2:32:30, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5711, loss_cls: 3.1799, loss: 3.1799, grad_norm: 1.1788 2020-08-01 11:04:19,797 - mmaction - INFO - Epoch [72][920/940] lr: 3.288e-01, eta: 2 days, 2:32:08, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5721, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.1946 2020-08-01 11:04:38,481 - mmaction - INFO - Epoch [72][940/940] lr: 3.288e-01, eta: 2 days, 2:31:41, time: 0.935, data_time: 0.007, memory: 6199, top1_acc: 0.3300, top5_acc: 0.5739, loss_cls: 3.1163, loss: 3.1163, grad_norm: 1.1800 2020-08-01 11:04:39,004 - mmaction - INFO - Saving checkpoint at 72 epochs 2020-08-01 11:05:11,400 - mmaction - INFO - Epoch [73][20/940] lr: 3.269e-01, eta: 2 days, 2:31:45, time: 1.554, data_time: 0.513, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5846, loss_cls: 3.0738, loss: 3.0738, grad_norm: 1.2402 2020-08-01 11:05:31,371 - mmaction - INFO - Epoch [73][40/940] lr: 3.269e-01, eta: 2 days, 2:31:21, time: 0.999, data_time: 0.002, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5789, loss_cls: 3.1157, loss: 3.1157, grad_norm: 1.2315 2020-08-01 11:05:52,239 - mmaction - INFO - Epoch [73][60/940] lr: 3.269e-01, eta: 2 days, 2:31:00, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.3014, top5_acc: 0.5695, loss_cls: 3.1558, loss: 3.1558, grad_norm: 1.2199 2020-08-01 11:06:12,254 - mmaction - INFO - Epoch [73][80/940] lr: 3.269e-01, eta: 2 days, 2:30:36, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5609, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.1817 2020-08-01 11:06:33,167 - mmaction - INFO - Epoch [73][100/940] lr: 3.269e-01, eta: 2 days, 2:30:15, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5740, loss_cls: 3.1446, loss: 3.1446, grad_norm: 1.1942 2020-08-01 11:06:53,204 - mmaction - INFO - Epoch [73][120/940] lr: 3.269e-01, eta: 2 days, 2:29:51, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5713, loss_cls: 3.1244, loss: 3.1244, grad_norm: 1.2294 2020-08-01 11:07:13,664 - mmaction - INFO - Epoch [73][140/940] lr: 3.269e-01, eta: 2 days, 2:29:29, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5781, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.1842 2020-08-01 11:07:34,253 - mmaction - INFO - Epoch [73][160/940] lr: 3.269e-01, eta: 2 days, 2:29:07, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5650, loss_cls: 3.1536, loss: 3.1536, grad_norm: 1.2295 2020-08-01 11:07:54,267 - mmaction - INFO - Epoch [73][180/940] lr: 3.269e-01, eta: 2 days, 2:28:43, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5672, loss_cls: 3.1493, loss: 3.1493, grad_norm: 1.2020 2020-08-01 11:08:15,331 - mmaction - INFO - Epoch [73][200/940] lr: 3.269e-01, eta: 2 days, 2:28:22, time: 1.052, data_time: 0.003, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5684, loss_cls: 3.1345, loss: 3.1345, grad_norm: 1.2199 2020-08-01 11:08:36,116 - mmaction - INFO - Epoch [73][220/940] lr: 3.269e-01, eta: 2 days, 2:28:00, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5725, loss_cls: 3.1409, loss: 3.1409, grad_norm: 1.2077 2020-08-01 11:08:57,001 - mmaction - INFO - Epoch [73][240/940] lr: 3.269e-01, eta: 2 days, 2:27:39, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5818, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.2117 2020-08-01 11:09:17,575 - mmaction - INFO - Epoch [73][260/940] lr: 3.269e-01, eta: 2 days, 2:27:17, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5836, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.2022 2020-08-01 11:09:38,329 - mmaction - INFO - Epoch [73][280/940] lr: 3.269e-01, eta: 2 days, 2:26:55, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5787, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.2067 2020-08-01 11:09:58,199 - mmaction - INFO - Epoch [73][300/940] lr: 3.269e-01, eta: 2 days, 2:26:31, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5684, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.2147 2020-08-01 11:10:19,441 - mmaction - INFO - Epoch [73][320/940] lr: 3.269e-01, eta: 2 days, 2:26:10, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5965, loss_cls: 3.0420, loss: 3.0420, grad_norm: 1.2086 2020-08-01 11:10:39,439 - mmaction - INFO - Epoch [73][340/940] lr: 3.269e-01, eta: 2 days, 2:25:47, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5721, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.2035 2020-08-01 11:10:59,908 - mmaction - INFO - Epoch [73][360/940] lr: 3.269e-01, eta: 2 days, 2:25:24, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5687, loss_cls: 3.1460, loss: 3.1460, grad_norm: 1.2160 2020-08-01 11:11:21,149 - mmaction - INFO - Epoch [73][380/940] lr: 3.269e-01, eta: 2 days, 2:25:04, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5725, loss_cls: 3.1335, loss: 3.1335, grad_norm: 1.2155 2020-08-01 11:11:41,382 - mmaction - INFO - Epoch [73][400/940] lr: 3.269e-01, eta: 2 days, 2:24:41, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5813, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.2073 2020-08-01 11:12:02,751 - mmaction - INFO - Epoch [73][420/940] lr: 3.269e-01, eta: 2 days, 2:24:21, time: 1.069, data_time: 0.003, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5590, loss_cls: 3.1676, loss: 3.1676, grad_norm: 1.1917 2020-08-01 11:12:23,052 - mmaction - INFO - Epoch [73][440/940] lr: 3.269e-01, eta: 2 days, 2:23:58, time: 1.015, data_time: 0.004, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5840, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.1883 2020-08-01 11:12:44,073 - mmaction - INFO - Epoch [73][460/940] lr: 3.269e-01, eta: 2 days, 2:23:37, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5691, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.1900 2020-08-01 11:13:04,904 - mmaction - INFO - Epoch [73][480/940] lr: 3.269e-01, eta: 2 days, 2:23:15, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5623, loss_cls: 3.1347, loss: 3.1347, grad_norm: 1.1965 2020-08-01 11:13:26,030 - mmaction - INFO - Epoch [73][500/940] lr: 3.269e-01, eta: 2 days, 2:22:54, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5773, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.2161 2020-08-01 11:13:47,251 - mmaction - INFO - Epoch [73][520/940] lr: 3.269e-01, eta: 2 days, 2:22:34, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5727, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.2097 2020-08-01 11:14:08,238 - mmaction - INFO - Epoch [73][540/940] lr: 3.269e-01, eta: 2 days, 2:22:13, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5885, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.2283 2020-08-01 11:14:28,215 - mmaction - INFO - Epoch [73][560/940] lr: 3.269e-01, eta: 2 days, 2:21:49, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5748, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.2204 2020-08-01 11:14:50,408 - mmaction - INFO - Epoch [73][580/940] lr: 3.269e-01, eta: 2 days, 2:21:31, time: 1.111, data_time: 0.006, memory: 6199, top1_acc: 0.3129, top5_acc: 0.5686, loss_cls: 3.1730, loss: 3.1730, grad_norm: 1.1917 2020-08-01 11:15:10,918 - mmaction - INFO - Epoch [73][600/940] lr: 3.269e-01, eta: 2 days, 2:21:08, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5701, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.2027 2020-08-01 11:15:32,045 - mmaction - INFO - Epoch [73][620/940] lr: 3.269e-01, eta: 2 days, 2:20:48, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5785, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2034 2020-08-01 11:15:53,053 - mmaction - INFO - Epoch [73][640/940] lr: 3.269e-01, eta: 2 days, 2:20:26, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5613, loss_cls: 3.1947, loss: 3.1947, grad_norm: 1.2129 2020-08-01 11:16:15,021 - mmaction - INFO - Epoch [73][660/940] lr: 3.269e-01, eta: 2 days, 2:20:08, time: 1.099, data_time: 0.007, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5857, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.2011 2020-08-01 11:16:36,039 - mmaction - INFO - Epoch [73][680/940] lr: 3.269e-01, eta: 2 days, 2:19:47, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3064, top5_acc: 0.5697, loss_cls: 3.1780, loss: 3.1780, grad_norm: 1.2151 2020-08-01 11:16:57,102 - mmaction - INFO - Epoch [73][700/940] lr: 3.269e-01, eta: 2 days, 2:19:26, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5701, loss_cls: 3.1464, loss: 3.1464, grad_norm: 1.1946 2020-08-01 11:17:17,693 - mmaction - INFO - Epoch [73][720/940] lr: 3.269e-01, eta: 2 days, 2:19:04, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5687, loss_cls: 3.1355, loss: 3.1355, grad_norm: 1.2184 2020-08-01 11:17:38,514 - mmaction - INFO - Epoch [73][740/940] lr: 3.269e-01, eta: 2 days, 2:18:42, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5754, loss_cls: 3.1057, loss: 3.1057, grad_norm: 1.1900 2020-08-01 11:18:00,680 - mmaction - INFO - Epoch [73][760/940] lr: 3.269e-01, eta: 2 days, 2:18:24, time: 1.108, data_time: 0.006, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5660, loss_cls: 3.1553, loss: 3.1553, grad_norm: 1.1993 2020-08-01 11:18:20,852 - mmaction - INFO - Epoch [73][780/940] lr: 3.269e-01, eta: 2 days, 2:18:01, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5646, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.2110 2020-08-01 11:18:41,778 - mmaction - INFO - Epoch [73][800/940] lr: 3.269e-01, eta: 2 days, 2:17:39, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5742, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.1938 2020-08-01 11:19:02,077 - mmaction - INFO - Epoch [73][820/940] lr: 3.269e-01, eta: 2 days, 2:17:16, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.2132, loss: 3.2132, grad_norm: 1.2117 2020-08-01 11:19:22,704 - mmaction - INFO - Epoch [73][840/940] lr: 3.269e-01, eta: 2 days, 2:16:54, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5549, loss_cls: 3.1968, loss: 3.1968, grad_norm: 1.1935 2020-08-01 11:19:44,103 - mmaction - INFO - Epoch [73][860/940] lr: 3.269e-01, eta: 2 days, 2:16:34, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5736, loss_cls: 3.1225, loss: 3.1225, grad_norm: 1.1857 2020-08-01 11:20:04,166 - mmaction - INFO - Epoch [73][880/940] lr: 3.269e-01, eta: 2 days, 2:16:11, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5658, loss_cls: 3.1621, loss: 3.1621, grad_norm: 1.1971 2020-08-01 11:20:25,357 - mmaction - INFO - Epoch [73][900/940] lr: 3.269e-01, eta: 2 days, 2:15:50, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5658, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.1869 2020-08-01 11:20:45,848 - mmaction - INFO - Epoch [73][920/940] lr: 3.269e-01, eta: 2 days, 2:15:28, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5689, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.2175 2020-08-01 11:21:06,098 - mmaction - INFO - Epoch [73][940/940] lr: 3.269e-01, eta: 2 days, 2:15:05, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5662, loss_cls: 3.1576, loss: 3.1576, grad_norm: 1.2191 2020-08-01 11:21:36,625 - mmaction - INFO - Epoch [74][20/940] lr: 3.250e-01, eta: 2 days, 2:15:07, time: 1.506, data_time: 0.418, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5670, loss_cls: 3.1324, loss: 3.1324, grad_norm: 1.1896 2020-08-01 11:21:56,992 - mmaction - INFO - Epoch [74][40/940] lr: 3.250e-01, eta: 2 days, 2:14:44, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5658, loss_cls: 3.1512, loss: 3.1512, grad_norm: 1.2061 2020-08-01 11:22:17,908 - mmaction - INFO - Epoch [74][60/940] lr: 3.250e-01, eta: 2 days, 2:14:23, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5674, loss_cls: 3.1350, loss: 3.1350, grad_norm: 1.2037 2020-08-01 11:22:38,528 - mmaction - INFO - Epoch [74][80/940] lr: 3.250e-01, eta: 2 days, 2:14:00, time: 1.029, data_time: 0.001, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5781, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.1900 2020-08-01 11:22:59,085 - mmaction - INFO - Epoch [74][100/940] lr: 3.250e-01, eta: 2 days, 2:13:38, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5910, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.2012 2020-08-01 11:23:20,023 - mmaction - INFO - Epoch [74][120/940] lr: 3.250e-01, eta: 2 days, 2:13:17, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5768, loss_cls: 3.0931, loss: 3.0931, grad_norm: 1.2415 2020-08-01 11:23:41,064 - mmaction - INFO - Epoch [74][140/940] lr: 3.250e-01, eta: 2 days, 2:12:56, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.3332, top5_acc: 0.5816, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.2149 2020-08-01 11:24:02,903 - mmaction - INFO - Epoch [74][160/940] lr: 3.250e-01, eta: 2 days, 2:12:37, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5723, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.1885 2020-08-01 11:24:24,115 - mmaction - INFO - Epoch [74][180/940] lr: 3.250e-01, eta: 2 days, 2:12:16, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5744, loss_cls: 3.1126, loss: 3.1126, grad_norm: 1.2107 2020-08-01 11:24:45,386 - mmaction - INFO - Epoch [74][200/940] lr: 3.250e-01, eta: 2 days, 2:11:56, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5617, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.2056 2020-08-01 11:25:06,306 - mmaction - INFO - Epoch [74][220/940] lr: 3.250e-01, eta: 2 days, 2:11:35, time: 1.046, data_time: 0.003, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5787, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.2370 2020-08-01 11:25:26,995 - mmaction - INFO - Epoch [74][240/940] lr: 3.250e-01, eta: 2 days, 2:11:13, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.3102, top5_acc: 0.5760, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.2374 2020-08-01 11:25:48,736 - mmaction - INFO - Epoch [74][260/940] lr: 3.250e-01, eta: 2 days, 2:10:53, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5771, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.1913 2020-08-01 11:26:09,417 - mmaction - INFO - Epoch [74][280/940] lr: 3.250e-01, eta: 2 days, 2:10:31, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5814, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.2004 2020-08-01 11:26:30,599 - mmaction - INFO - Epoch [74][300/940] lr: 3.250e-01, eta: 2 days, 2:10:11, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5600, loss_cls: 3.1656, loss: 3.1656, grad_norm: 1.2023 2020-08-01 11:26:51,532 - mmaction - INFO - Epoch [74][320/940] lr: 3.250e-01, eta: 2 days, 2:09:49, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5842, loss_cls: 3.0939, loss: 3.0939, grad_norm: 1.1789 2020-08-01 11:27:12,521 - mmaction - INFO - Epoch [74][340/940] lr: 3.250e-01, eta: 2 days, 2:09:28, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5793, loss_cls: 3.0865, loss: 3.0865, grad_norm: 1.2342 2020-08-01 11:27:33,679 - mmaction - INFO - Epoch [74][360/940] lr: 3.250e-01, eta: 2 days, 2:09:08, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5678, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.2076 2020-08-01 11:27:55,375 - mmaction - INFO - Epoch [74][380/940] lr: 3.250e-01, eta: 2 days, 2:08:48, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5840, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.1620 2020-08-01 11:28:15,243 - mmaction - INFO - Epoch [74][400/940] lr: 3.250e-01, eta: 2 days, 2:08:24, time: 0.992, data_time: 0.002, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5830, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.2324 2020-08-01 11:28:35,564 - mmaction - INFO - Epoch [74][420/940] lr: 3.250e-01, eta: 2 days, 2:08:01, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5660, loss_cls: 3.1515, loss: 3.1515, grad_norm: 1.2276 2020-08-01 11:28:57,126 - mmaction - INFO - Epoch [74][440/940] lr: 3.250e-01, eta: 2 days, 2:07:42, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5695, loss_cls: 3.1309, loss: 3.1309, grad_norm: 1.2219 2020-08-01 11:29:17,719 - mmaction - INFO - Epoch [74][460/940] lr: 3.250e-01, eta: 2 days, 2:07:20, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5559, loss_cls: 3.1939, loss: 3.1939, grad_norm: 1.1969 2020-08-01 11:29:38,139 - mmaction - INFO - Epoch [74][480/940] lr: 3.250e-01, eta: 2 days, 2:06:57, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5807, loss_cls: 3.1038, loss: 3.1038, grad_norm: 1.1646 2020-08-01 11:29:58,597 - mmaction - INFO - Epoch [74][500/940] lr: 3.250e-01, eta: 2 days, 2:06:35, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5721, loss_cls: 3.1412, loss: 3.1412, grad_norm: 1.1998 2020-08-01 11:30:20,216 - mmaction - INFO - Epoch [74][520/940] lr: 3.250e-01, eta: 2 days, 2:06:15, time: 1.077, data_time: 0.005, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5676, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.2233 2020-08-01 11:30:40,959 - mmaction - INFO - Epoch [74][540/940] lr: 3.250e-01, eta: 2 days, 2:05:53, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5686, loss_cls: 3.1381, loss: 3.1381, grad_norm: 1.2132 2020-08-01 11:31:01,731 - mmaction - INFO - Epoch [74][560/940] lr: 3.250e-01, eta: 2 days, 2:05:31, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5687, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.1776 2020-08-01 11:31:21,983 - mmaction - INFO - Epoch [74][580/940] lr: 3.250e-01, eta: 2 days, 2:05:09, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5715, loss_cls: 3.1311, loss: 3.1311, grad_norm: 1.1964 2020-08-01 11:31:44,060 - mmaction - INFO - Epoch [74][600/940] lr: 3.250e-01, eta: 2 days, 2:04:50, time: 1.103, data_time: 0.002, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5746, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.2032 2020-08-01 11:32:04,786 - mmaction - INFO - Epoch [74][620/940] lr: 3.250e-01, eta: 2 days, 2:04:28, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5760, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.2248 2020-08-01 11:32:25,425 - mmaction - INFO - Epoch [74][640/940] lr: 3.250e-01, eta: 2 days, 2:04:06, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.3420, top5_acc: 0.5795, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.1992 2020-08-01 11:32:46,560 - mmaction - INFO - Epoch [74][660/940] lr: 3.250e-01, eta: 2 days, 2:03:45, time: 1.057, data_time: 0.003, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5662, loss_cls: 3.1711, loss: 3.1711, grad_norm: 1.2027 2020-08-01 11:33:07,507 - mmaction - INFO - Epoch [74][680/940] lr: 3.250e-01, eta: 2 days, 2:03:24, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5668, loss_cls: 3.1634, loss: 3.1634, grad_norm: 1.1866 2020-08-01 11:33:28,572 - mmaction - INFO - Epoch [74][700/940] lr: 3.250e-01, eta: 2 days, 2:03:03, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5771, loss_cls: 3.1135, loss: 3.1135, grad_norm: 1.2035 2020-08-01 11:33:49,424 - mmaction - INFO - Epoch [74][720/940] lr: 3.250e-01, eta: 2 days, 2:02:42, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3029, top5_acc: 0.5492, loss_cls: 3.2043, loss: 3.2043, grad_norm: 1.2364 2020-08-01 11:34:10,132 - mmaction - INFO - Epoch [74][740/940] lr: 3.250e-01, eta: 2 days, 2:02:20, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5818, loss_cls: 3.1012, loss: 3.1012, grad_norm: 1.1773 2020-08-01 11:34:30,694 - mmaction - INFO - Epoch [74][760/940] lr: 3.250e-01, eta: 2 days, 2:01:58, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5609, loss_cls: 3.1658, loss: 3.1658, grad_norm: 1.2185 2020-08-01 11:34:52,055 - mmaction - INFO - Epoch [74][780/940] lr: 3.250e-01, eta: 2 days, 2:01:37, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5814, loss_cls: 3.1087, loss: 3.1087, grad_norm: 1.1911 2020-08-01 11:35:13,885 - mmaction - INFO - Epoch [74][800/940] lr: 3.250e-01, eta: 2 days, 2:01:18, time: 1.087, data_time: 0.006, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5707, loss_cls: 3.1455, loss: 3.1455, grad_norm: 1.2059 2020-08-01 11:35:34,840 - mmaction - INFO - Epoch [74][820/940] lr: 3.250e-01, eta: 2 days, 2:00:57, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5760, loss_cls: 3.1255, loss: 3.1255, grad_norm: 1.1854 2020-08-01 11:35:55,885 - mmaction - INFO - Epoch [74][840/940] lr: 3.250e-01, eta: 2 days, 2:00:36, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5807, loss_cls: 3.1028, loss: 3.1028, grad_norm: 1.1940 2020-08-01 11:36:16,840 - mmaction - INFO - Epoch [74][860/940] lr: 3.250e-01, eta: 2 days, 2:00:15, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5707, loss_cls: 3.1386, loss: 3.1386, grad_norm: 1.2150 2020-08-01 11:36:37,691 - mmaction - INFO - Epoch [74][880/940] lr: 3.250e-01, eta: 2 days, 1:59:53, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3094, top5_acc: 0.5689, loss_cls: 3.1456, loss: 3.1456, grad_norm: 1.2152 2020-08-01 11:36:58,707 - mmaction - INFO - Epoch [74][900/940] lr: 3.250e-01, eta: 2 days, 1:59:32, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5809, loss_cls: 3.1310, loss: 3.1310, grad_norm: 1.1912 2020-08-01 11:37:19,112 - mmaction - INFO - Epoch [74][920/940] lr: 3.250e-01, eta: 2 days, 1:59:10, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5672, loss_cls: 3.1732, loss: 3.1732, grad_norm: 1.1894 2020-08-01 11:37:39,508 - mmaction - INFO - Epoch [74][940/940] lr: 3.250e-01, eta: 2 days, 1:58:47, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3265, top5_acc: 0.5623, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.1915 2020-08-01 11:38:09,953 - mmaction - INFO - Epoch [75][20/940] lr: 3.230e-01, eta: 2 days, 1:58:48, time: 1.505, data_time: 0.454, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5746, loss_cls: 3.1161, loss: 3.1161, grad_norm: 1.1976 2020-08-01 11:38:30,182 - mmaction - INFO - Epoch [75][40/940] lr: 3.230e-01, eta: 2 days, 1:58:25, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5719, loss_cls: 3.1232, loss: 3.1232, grad_norm: 1.2095 2020-08-01 11:38:51,777 - mmaction - INFO - Epoch [75][60/940] lr: 3.230e-01, eta: 2 days, 1:58:06, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3232, top5_acc: 0.5773, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.1799 2020-08-01 11:39:11,790 - mmaction - INFO - Epoch [75][80/940] lr: 3.230e-01, eta: 2 days, 1:57:42, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5662, loss_cls: 3.1326, loss: 3.1326, grad_norm: 1.1959 2020-08-01 11:39:32,960 - mmaction - INFO - Epoch [75][100/940] lr: 3.230e-01, eta: 2 days, 1:57:21, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3131, top5_acc: 0.5730, loss_cls: 3.1214, loss: 3.1214, grad_norm: 1.2256 2020-08-01 11:39:54,772 - mmaction - INFO - Epoch [75][120/940] lr: 3.230e-01, eta: 2 days, 1:57:02, time: 1.089, data_time: 0.009, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.1250, loss: 3.1250, grad_norm: 1.2057 2020-08-01 11:40:16,705 - mmaction - INFO - Epoch [75][140/940] lr: 3.230e-01, eta: 2 days, 1:56:43, time: 1.099, data_time: 0.007, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5852, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.1971 2020-08-01 11:40:37,604 - mmaction - INFO - Epoch [75][160/940] lr: 3.230e-01, eta: 2 days, 1:56:22, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5879, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.2212 2020-08-01 11:40:58,296 - mmaction - INFO - Epoch [75][180/940] lr: 3.230e-01, eta: 2 days, 1:56:00, time: 1.034, data_time: 0.004, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5836, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.2177 2020-08-01 11:41:19,038 - mmaction - INFO - Epoch [75][200/940] lr: 3.230e-01, eta: 2 days, 1:55:38, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5734, loss_cls: 3.1270, loss: 3.1270, grad_norm: 1.2009 2020-08-01 11:41:40,766 - mmaction - INFO - Epoch [75][220/940] lr: 3.230e-01, eta: 2 days, 1:55:19, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5680, loss_cls: 3.1432, loss: 3.1432, grad_norm: 1.2192 2020-08-01 11:42:00,398 - mmaction - INFO - Epoch [75][240/940] lr: 3.230e-01, eta: 2 days, 1:54:55, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5744, loss_cls: 3.0678, loss: 3.0678, grad_norm: 1.2156 2020-08-01 11:42:21,999 - mmaction - INFO - Epoch [75][260/940] lr: 3.230e-01, eta: 2 days, 1:54:35, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5742, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.2007 2020-08-01 11:42:43,555 - mmaction - INFO - Epoch [75][280/940] lr: 3.230e-01, eta: 2 days, 1:54:15, time: 1.079, data_time: 0.009, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5775, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.2234 2020-08-01 11:43:03,996 - mmaction - INFO - Epoch [75][300/940] lr: 3.230e-01, eta: 2 days, 1:53:53, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5775, loss_cls: 3.1092, loss: 3.1092, grad_norm: 1.1880 2020-08-01 11:43:24,885 - mmaction - INFO - Epoch [75][320/940] lr: 3.230e-01, eta: 2 days, 1:53:31, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5781, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.2075 2020-08-01 11:43:45,801 - mmaction - INFO - Epoch [75][340/940] lr: 3.230e-01, eta: 2 days, 1:53:10, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5791, loss_cls: 3.1040, loss: 3.1040, grad_norm: 1.1962 2020-08-01 11:44:06,129 - mmaction - INFO - Epoch [75][360/940] lr: 3.230e-01, eta: 2 days, 1:52:47, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5910, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.2223 2020-08-01 11:44:26,683 - mmaction - INFO - Epoch [75][380/940] lr: 3.230e-01, eta: 2 days, 1:52:25, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5736, loss_cls: 3.0949, loss: 3.0949, grad_norm: 1.1934 2020-08-01 11:44:48,413 - mmaction - INFO - Epoch [75][400/940] lr: 3.230e-01, eta: 2 days, 1:52:06, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5771, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.2073 2020-08-01 11:45:09,311 - mmaction - INFO - Epoch [75][420/940] lr: 3.230e-01, eta: 2 days, 1:51:44, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5748, loss_cls: 3.1153, loss: 3.1153, grad_norm: 1.2263 2020-08-01 11:45:30,213 - mmaction - INFO - Epoch [75][440/940] lr: 3.230e-01, eta: 2 days, 1:51:23, time: 1.044, data_time: 0.004, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5756, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1941 2020-08-01 11:45:51,604 - mmaction - INFO - Epoch [75][460/940] lr: 3.230e-01, eta: 2 days, 1:51:03, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5771, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.2252 2020-08-01 11:46:12,477 - mmaction - INFO - Epoch [75][480/940] lr: 3.230e-01, eta: 2 days, 1:50:41, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3107, top5_acc: 0.5645, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.2129 2020-08-01 11:46:33,371 - mmaction - INFO - Epoch [75][500/940] lr: 3.230e-01, eta: 2 days, 1:50:20, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.3066, top5_acc: 0.5594, loss_cls: 3.1929, loss: 3.1929, grad_norm: 1.1846 2020-08-01 11:46:54,232 - mmaction - INFO - Epoch [75][520/940] lr: 3.230e-01, eta: 2 days, 1:49:59, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5709, loss_cls: 3.1372, loss: 3.1372, grad_norm: 1.2230 2020-08-01 11:47:14,682 - mmaction - INFO - Epoch [75][540/940] lr: 3.230e-01, eta: 2 days, 1:49:36, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5684, loss_cls: 3.1544, loss: 3.1544, grad_norm: 1.2087 2020-08-01 11:47:35,713 - mmaction - INFO - Epoch [75][560/940] lr: 3.230e-01, eta: 2 days, 1:49:15, time: 1.051, data_time: 0.004, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5709, loss_cls: 3.1226, loss: 3.1226, grad_norm: 1.2264 2020-08-01 11:47:56,469 - mmaction - INFO - Epoch [75][580/940] lr: 3.230e-01, eta: 2 days, 1:48:53, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5619, loss_cls: 3.1966, loss: 3.1966, grad_norm: 1.2094 2020-08-01 11:48:17,101 - mmaction - INFO - Epoch [75][600/940] lr: 3.230e-01, eta: 2 days, 1:48:31, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.3115, top5_acc: 0.5623, loss_cls: 3.1985, loss: 3.1985, grad_norm: 1.2191 2020-08-01 11:48:37,912 - mmaction - INFO - Epoch [75][620/940] lr: 3.230e-01, eta: 2 days, 1:48:10, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5674, loss_cls: 3.1433, loss: 3.1433, grad_norm: 1.2111 2020-08-01 11:48:58,861 - mmaction - INFO - Epoch [75][640/940] lr: 3.230e-01, eta: 2 days, 1:47:48, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5793, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.1823 2020-08-01 11:49:19,616 - mmaction - INFO - Epoch [75][660/940] lr: 3.230e-01, eta: 2 days, 1:47:27, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5703, loss_cls: 3.1198, loss: 3.1198, grad_norm: 1.2072 2020-08-01 11:49:39,933 - mmaction - INFO - Epoch [75][680/940] lr: 3.230e-01, eta: 2 days, 1:47:04, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5652, loss_cls: 3.2095, loss: 3.2095, grad_norm: 1.2028 2020-08-01 11:50:00,877 - mmaction - INFO - Epoch [75][700/940] lr: 3.230e-01, eta: 2 days, 1:46:43, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.3051, top5_acc: 0.5566, loss_cls: 3.1930, loss: 3.1930, grad_norm: 1.1863 2020-08-01 11:50:21,807 - mmaction - INFO - Epoch [75][720/940] lr: 3.230e-01, eta: 2 days, 1:46:21, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5621, loss_cls: 3.1560, loss: 3.1560, grad_norm: 1.1767 2020-08-01 11:50:42,773 - mmaction - INFO - Epoch [75][740/940] lr: 3.230e-01, eta: 2 days, 1:46:00, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3199, top5_acc: 0.5680, loss_cls: 3.1390, loss: 3.1390, grad_norm: 1.1955 2020-08-01 11:51:03,741 - mmaction - INFO - Epoch [75][760/940] lr: 3.230e-01, eta: 2 days, 1:45:39, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5715, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.1925 2020-08-01 11:51:24,489 - mmaction - INFO - Epoch [75][780/940] lr: 3.230e-01, eta: 2 days, 1:45:17, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5621, loss_cls: 3.1706, loss: 3.1706, grad_norm: 1.1960 2020-08-01 11:51:44,918 - mmaction - INFO - Epoch [75][800/940] lr: 3.230e-01, eta: 2 days, 1:44:55, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5746, loss_cls: 3.1251, loss: 3.1251, grad_norm: 1.2060 2020-08-01 11:52:06,088 - mmaction - INFO - Epoch [75][820/940] lr: 3.230e-01, eta: 2 days, 1:44:34, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5744, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.2237 2020-08-01 11:52:26,523 - mmaction - INFO - Epoch [75][840/940] lr: 3.230e-01, eta: 2 days, 1:44:12, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5732, loss_cls: 3.1336, loss: 3.1336, grad_norm: 1.2152 2020-08-01 11:52:48,570 - mmaction - INFO - Epoch [75][860/940] lr: 3.230e-01, eta: 2 days, 1:43:53, time: 1.099, data_time: 0.003, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5752, loss_cls: 3.1271, loss: 3.1271, grad_norm: 1.2198 2020-08-01 11:53:08,501 - mmaction - INFO - Epoch [75][880/940] lr: 3.230e-01, eta: 2 days, 1:43:29, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5609, loss_cls: 3.1667, loss: 3.1667, grad_norm: 1.2114 2020-08-01 11:53:29,163 - mmaction - INFO - Epoch [75][900/940] lr: 3.230e-01, eta: 2 days, 1:43:07, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5814, loss_cls: 3.1093, loss: 3.1093, grad_norm: 1.2089 2020-08-01 11:53:50,730 - mmaction - INFO - Epoch [75][920/940] lr: 3.230e-01, eta: 2 days, 1:42:47, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.3078, top5_acc: 0.5619, loss_cls: 3.1862, loss: 3.1862, grad_norm: 1.2279 2020-08-01 11:54:10,194 - mmaction - INFO - Epoch [75][940/940] lr: 3.230e-01, eta: 2 days, 1:42:23, time: 0.973, data_time: 0.006, memory: 6199, top1_acc: 0.3192, top5_acc: 0.5680, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.1970 2020-08-01 11:54:41,033 - mmaction - INFO - Epoch [76][20/940] lr: 3.211e-01, eta: 2 days, 1:42:25, time: 1.527, data_time: 0.450, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5648, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.1984 2020-08-01 11:55:00,847 - mmaction - INFO - Epoch [76][40/940] lr: 3.211e-01, eta: 2 days, 1:42:00, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5828, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.2315 2020-08-01 11:55:22,080 - mmaction - INFO - Epoch [76][60/940] lr: 3.211e-01, eta: 2 days, 1:41:40, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5797, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.1961 2020-08-01 11:55:42,965 - mmaction - INFO - Epoch [76][80/940] lr: 3.211e-01, eta: 2 days, 1:41:19, time: 1.045, data_time: 0.003, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5729, loss_cls: 3.1122, loss: 3.1122, grad_norm: 1.2123 2020-08-01 11:56:04,305 - mmaction - INFO - Epoch [76][100/940] lr: 3.211e-01, eta: 2 days, 1:40:58, time: 1.065, data_time: 0.006, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5742, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.2132 2020-08-01 11:56:24,726 - mmaction - INFO - Epoch [76][120/940] lr: 3.211e-01, eta: 2 days, 1:40:36, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5670, loss_cls: 3.1548, loss: 3.1548, grad_norm: 1.1968 2020-08-01 11:56:47,006 - mmaction - INFO - Epoch [76][140/940] lr: 3.211e-01, eta: 2 days, 1:40:18, time: 1.113, data_time: 0.007, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5736, loss_cls: 3.0928, loss: 3.0928, grad_norm: 1.2071 2020-08-01 11:57:07,503 - mmaction - INFO - Epoch [76][160/940] lr: 3.211e-01, eta: 2 days, 1:39:55, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5748, loss_cls: 3.1387, loss: 3.1387, grad_norm: 1.2135 2020-08-01 11:57:28,782 - mmaction - INFO - Epoch [76][180/940] lr: 3.211e-01, eta: 2 days, 1:39:35, time: 1.071, data_time: 0.009, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5730, loss_cls: 3.1377, loss: 3.1377, grad_norm: 1.2062 2020-08-01 11:57:49,169 - mmaction - INFO - Epoch [76][200/940] lr: 3.211e-01, eta: 2 days, 1:39:12, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0919, loss: 3.0919, grad_norm: 1.2168 2020-08-01 11:58:09,971 - mmaction - INFO - Epoch [76][220/940] lr: 3.211e-01, eta: 2 days, 1:38:51, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5764, loss_cls: 3.1234, loss: 3.1234, grad_norm: 1.2248 2020-08-01 11:58:30,922 - mmaction - INFO - Epoch [76][240/940] lr: 3.211e-01, eta: 2 days, 1:38:29, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5783, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.2063 2020-08-01 11:58:51,654 - mmaction - INFO - Epoch [76][260/940] lr: 3.211e-01, eta: 2 days, 1:38:08, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.3420, top5_acc: 0.5873, loss_cls: 3.0488, loss: 3.0488, grad_norm: 1.1997 2020-08-01 11:59:12,730 - mmaction - INFO - Epoch [76][280/940] lr: 3.211e-01, eta: 2 days, 1:37:47, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5764, loss_cls: 3.1048, loss: 3.1048, grad_norm: 1.2379 2020-08-01 11:59:33,702 - mmaction - INFO - Epoch [76][300/940] lr: 3.211e-01, eta: 2 days, 1:37:26, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5869, loss_cls: 3.0545, loss: 3.0545, grad_norm: 1.2212 2020-08-01 11:59:54,262 - mmaction - INFO - Epoch [76][320/940] lr: 3.211e-01, eta: 2 days, 1:37:03, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5697, loss_cls: 3.1582, loss: 3.1582, grad_norm: 1.2139 2020-08-01 12:00:18,203 - mmaction - INFO - Epoch [76][340/940] lr: 3.211e-01, eta: 2 days, 1:36:49, time: 1.193, data_time: 0.009, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5781, loss_cls: 3.0712, loss: 3.0712, grad_norm: 1.1851 2020-08-01 12:00:39,179 - mmaction - INFO - Epoch [76][360/940] lr: 3.211e-01, eta: 2 days, 1:36:28, time: 1.052, data_time: 0.021, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5873, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.2177 2020-08-01 12:01:01,251 - mmaction - INFO - Epoch [76][380/940] lr: 3.211e-01, eta: 2 days, 1:36:10, time: 1.109, data_time: 0.008, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5838, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.2184 2020-08-01 12:01:21,668 - mmaction - INFO - Epoch [76][400/940] lr: 3.211e-01, eta: 2 days, 1:35:47, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1382, loss: 3.1382, grad_norm: 1.2174 2020-08-01 12:01:44,085 - mmaction - INFO - Epoch [76][420/940] lr: 3.211e-01, eta: 2 days, 1:35:29, time: 1.123, data_time: 0.008, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5775, loss_cls: 3.1229, loss: 3.1229, grad_norm: 1.2231 2020-08-01 12:02:05,010 - mmaction - INFO - Epoch [76][440/940] lr: 3.211e-01, eta: 2 days, 1:35:08, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5531, loss_cls: 3.2013, loss: 3.2013, grad_norm: 1.1864 2020-08-01 12:02:26,094 - mmaction - INFO - Epoch [76][460/940] lr: 3.211e-01, eta: 2 days, 1:34:47, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5734, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.2180 2020-08-01 12:02:46,313 - mmaction - INFO - Epoch [76][480/940] lr: 3.211e-01, eta: 2 days, 1:34:24, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5727, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2269 2020-08-01 12:03:07,085 - mmaction - INFO - Epoch [76][500/940] lr: 3.211e-01, eta: 2 days, 1:34:02, time: 1.038, data_time: 0.003, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5764, loss_cls: 3.1062, loss: 3.1062, grad_norm: 1.2165 2020-08-01 12:03:29,109 - mmaction - INFO - Epoch [76][520/940] lr: 3.211e-01, eta: 2 days, 1:33:44, time: 1.100, data_time: 0.006, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5809, loss_cls: 3.1111, loss: 3.1111, grad_norm: 1.2107 2020-08-01 12:03:49,176 - mmaction - INFO - Epoch [76][540/940] lr: 3.211e-01, eta: 2 days, 1:33:20, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5676, loss_cls: 3.1479, loss: 3.1479, grad_norm: 1.2030 2020-08-01 12:04:11,599 - mmaction - INFO - Epoch [76][560/940] lr: 3.211e-01, eta: 2 days, 1:33:03, time: 1.121, data_time: 0.007, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5746, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.2207 2020-08-01 12:04:31,963 - mmaction - INFO - Epoch [76][580/940] lr: 3.211e-01, eta: 2 days, 1:32:40, time: 1.018, data_time: 0.004, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5689, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.2054 2020-08-01 12:04:53,931 - mmaction - INFO - Epoch [76][600/940] lr: 3.211e-01, eta: 2 days, 1:32:21, time: 1.099, data_time: 0.006, memory: 6199, top1_acc: 0.3018, top5_acc: 0.5742, loss_cls: 3.1569, loss: 3.1569, grad_norm: 1.2102 2020-08-01 12:05:14,698 - mmaction - INFO - Epoch [76][620/940] lr: 3.211e-01, eta: 2 days, 1:31:59, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3172, top5_acc: 0.5760, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.2473 2020-08-01 12:05:35,622 - mmaction - INFO - Epoch [76][640/940] lr: 3.211e-01, eta: 2 days, 1:31:38, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5732, loss_cls: 3.1290, loss: 3.1290, grad_norm: 1.2125 2020-08-01 12:05:55,977 - mmaction - INFO - Epoch [76][660/940] lr: 3.211e-01, eta: 2 days, 1:31:15, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3170, top5_acc: 0.5658, loss_cls: 3.1584, loss: 3.1584, grad_norm: 1.2041 2020-08-01 12:06:17,085 - mmaction - INFO - Epoch [76][680/940] lr: 3.211e-01, eta: 2 days, 1:30:55, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5844, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.2084 2020-08-01 12:06:37,921 - mmaction - INFO - Epoch [76][700/940] lr: 3.211e-01, eta: 2 days, 1:30:33, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5781, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.1731 2020-08-01 12:06:58,809 - mmaction - INFO - Epoch [76][720/940] lr: 3.211e-01, eta: 2 days, 1:30:12, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5738, loss_cls: 3.1189, loss: 3.1189, grad_norm: 1.1854 2020-08-01 12:07:20,037 - mmaction - INFO - Epoch [76][740/940] lr: 3.211e-01, eta: 2 days, 1:29:51, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5687, loss_cls: 3.1533, loss: 3.1533, grad_norm: 1.2085 2020-08-01 12:07:40,159 - mmaction - INFO - Epoch [76][760/940] lr: 3.211e-01, eta: 2 days, 1:29:28, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3354, top5_acc: 0.5754, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.2039 2020-08-01 12:08:01,688 - mmaction - INFO - Epoch [76][780/940] lr: 3.211e-01, eta: 2 days, 1:29:08, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3123, top5_acc: 0.5752, loss_cls: 3.1435, loss: 3.1435, grad_norm: 1.2242 2020-08-01 12:08:22,043 - mmaction - INFO - Epoch [76][800/940] lr: 3.211e-01, eta: 2 days, 1:28:45, time: 1.019, data_time: 0.002, memory: 6199, top1_acc: 0.3092, top5_acc: 0.5557, loss_cls: 3.1852, loss: 3.1852, grad_norm: 1.2073 2020-08-01 12:08:43,577 - mmaction - INFO - Epoch [76][820/940] lr: 3.211e-01, eta: 2 days, 1:28:25, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5770, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.2058 2020-08-01 12:09:04,732 - mmaction - INFO - Epoch [76][840/940] lr: 3.211e-01, eta: 2 days, 1:28:05, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5676, loss_cls: 3.1357, loss: 3.1357, grad_norm: 1.1889 2020-08-01 12:09:25,282 - mmaction - INFO - Epoch [76][860/940] lr: 3.211e-01, eta: 2 days, 1:27:42, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5703, loss_cls: 3.1620, loss: 3.1620, grad_norm: 1.2457 2020-08-01 12:09:46,281 - mmaction - INFO - Epoch [76][880/940] lr: 3.211e-01, eta: 2 days, 1:27:21, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5678, loss_cls: 3.1520, loss: 3.1520, grad_norm: 1.2188 2020-08-01 12:10:07,288 - mmaction - INFO - Epoch [76][900/940] lr: 3.211e-01, eta: 2 days, 1:27:00, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5775, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.1988 2020-08-01 12:10:27,030 - mmaction - INFO - Epoch [76][920/940] lr: 3.211e-01, eta: 2 days, 1:26:36, time: 0.987, data_time: 0.003, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5729, loss_cls: 3.1374, loss: 3.1374, grad_norm: 1.1984 2020-08-01 12:10:46,214 - mmaction - INFO - Epoch [76][940/940] lr: 3.211e-01, eta: 2 days, 1:26:11, time: 0.958, data_time: 0.008, memory: 6199, top1_acc: 0.3310, top5_acc: 0.5708, loss_cls: 3.1362, loss: 3.1362, grad_norm: 1.2215 2020-08-01 12:10:46,577 - mmaction - INFO - Saving checkpoint at 76 epochs 2020-08-01 12:11:19,788 - mmaction - INFO - Epoch [77][20/940] lr: 3.191e-01, eta: 2 days, 1:26:13, time: 1.543, data_time: 0.497, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5791, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.2184 2020-08-01 12:11:39,911 - mmaction - INFO - Epoch [77][40/940] lr: 3.191e-01, eta: 2 days, 1:25:50, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5916, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.2021 2020-08-01 12:11:59,922 - mmaction - INFO - Epoch [77][60/940] lr: 3.191e-01, eta: 2 days, 1:25:26, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5709, loss_cls: 3.0884, loss: 3.0884, grad_norm: 1.2471 2020-08-01 12:12:20,675 - mmaction - INFO - Epoch [77][80/940] lr: 3.191e-01, eta: 2 days, 1:25:05, time: 1.039, data_time: 0.004, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5799, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.2137 2020-08-01 12:12:42,546 - mmaction - INFO - Epoch [77][100/940] lr: 3.191e-01, eta: 2 days, 1:24:46, time: 1.093, data_time: 0.008, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.1571, loss: 3.1571, grad_norm: 1.2528 2020-08-01 12:13:03,500 - mmaction - INFO - Epoch [77][120/940] lr: 3.191e-01, eta: 2 days, 1:24:24, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5691, loss_cls: 3.1378, loss: 3.1378, grad_norm: 1.1918 2020-08-01 12:13:25,114 - mmaction - INFO - Epoch [77][140/940] lr: 3.191e-01, eta: 2 days, 1:24:05, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5863, loss_cls: 3.1016, loss: 3.1016, grad_norm: 1.2185 2020-08-01 12:13:45,961 - mmaction - INFO - Epoch [77][160/940] lr: 3.191e-01, eta: 2 days, 1:23:43, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3139, top5_acc: 0.5666, loss_cls: 3.1525, loss: 3.1525, grad_norm: 1.2010 2020-08-01 12:14:06,524 - mmaction - INFO - Epoch [77][180/940] lr: 3.191e-01, eta: 2 days, 1:23:21, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5811, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2162 2020-08-01 12:14:27,717 - mmaction - INFO - Epoch [77][200/940] lr: 3.191e-01, eta: 2 days, 1:23:00, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5809, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.2168 2020-08-01 12:14:49,122 - mmaction - INFO - Epoch [77][220/940] lr: 3.191e-01, eta: 2 days, 1:22:40, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5686, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.2177 2020-08-01 12:15:10,616 - mmaction - INFO - Epoch [77][240/940] lr: 3.191e-01, eta: 2 days, 1:22:20, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5834, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.2238 2020-08-01 12:15:31,142 - mmaction - INFO - Epoch [77][260/940] lr: 3.191e-01, eta: 2 days, 1:21:58, time: 1.026, data_time: 0.002, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5748, loss_cls: 3.1140, loss: 3.1140, grad_norm: 1.2187 2020-08-01 12:15:52,589 - mmaction - INFO - Epoch [77][280/940] lr: 3.191e-01, eta: 2 days, 1:21:38, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5842, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.2012 2020-08-01 12:16:14,448 - mmaction - INFO - Epoch [77][300/940] lr: 3.191e-01, eta: 2 days, 1:21:19, time: 1.091, data_time: 0.009, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5756, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.2109 2020-08-01 12:16:35,316 - mmaction - INFO - Epoch [77][320/940] lr: 3.191e-01, eta: 2 days, 1:20:57, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3100, top5_acc: 0.5687, loss_cls: 3.1321, loss: 3.1321, grad_norm: 1.2342 2020-08-01 12:16:56,219 - mmaction - INFO - Epoch [77][340/940] lr: 3.191e-01, eta: 2 days, 1:20:36, time: 1.044, data_time: 0.002, memory: 6199, top1_acc: 0.3234, top5_acc: 0.5732, loss_cls: 3.1160, loss: 3.1160, grad_norm: 1.2072 2020-08-01 12:17:17,867 - mmaction - INFO - Epoch [77][360/940] lr: 3.191e-01, eta: 2 days, 1:20:16, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5717, loss_cls: 3.1398, loss: 3.1398, grad_norm: 1.2297 2020-08-01 12:17:39,381 - mmaction - INFO - Epoch [77][380/940] lr: 3.191e-01, eta: 2 days, 1:19:56, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5713, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.2251 2020-08-01 12:17:59,433 - mmaction - INFO - Epoch [77][400/940] lr: 3.191e-01, eta: 2 days, 1:19:33, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5967, loss_cls: 3.0449, loss: 3.0449, grad_norm: 1.2320 2020-08-01 12:18:20,475 - mmaction - INFO - Epoch [77][420/940] lr: 3.191e-01, eta: 2 days, 1:19:12, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5920, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.1990 2020-08-01 12:18:40,632 - mmaction - INFO - Epoch [77][440/940] lr: 3.191e-01, eta: 2 days, 1:18:49, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5803, loss_cls: 3.0905, loss: 3.0905, grad_norm: 1.2093 2020-08-01 12:19:01,657 - mmaction - INFO - Epoch [77][460/940] lr: 3.191e-01, eta: 2 days, 1:18:28, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5779, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.2313 2020-08-01 12:19:22,108 - mmaction - INFO - Epoch [77][480/940] lr: 3.191e-01, eta: 2 days, 1:18:05, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5621, loss_cls: 3.1761, loss: 3.1761, grad_norm: 1.1950 2020-08-01 12:19:42,689 - mmaction - INFO - Epoch [77][500/940] lr: 3.191e-01, eta: 2 days, 1:17:43, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5654, loss_cls: 3.1141, loss: 3.1141, grad_norm: 1.1854 2020-08-01 12:20:03,345 - mmaction - INFO - Epoch [77][520/940] lr: 3.191e-01, eta: 2 days, 1:17:21, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5914, loss_cls: 3.0580, loss: 3.0580, grad_norm: 1.2409 2020-08-01 12:20:24,278 - mmaction - INFO - Epoch [77][540/940] lr: 3.191e-01, eta: 2 days, 1:17:00, time: 1.047, data_time: 0.004, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5629, loss_cls: 3.1623, loss: 3.1623, grad_norm: 1.2251 2020-08-01 12:20:44,784 - mmaction - INFO - Epoch [77][560/940] lr: 3.191e-01, eta: 2 days, 1:16:38, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5721, loss_cls: 3.1449, loss: 3.1449, grad_norm: 1.2021 2020-08-01 12:21:05,338 - mmaction - INFO - Epoch [77][580/940] lr: 3.191e-01, eta: 2 days, 1:16:16, time: 1.032, data_time: 0.011, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5721, loss_cls: 3.1221, loss: 3.1221, grad_norm: 1.2204 2020-08-01 12:21:27,013 - mmaction - INFO - Epoch [77][600/940] lr: 3.191e-01, eta: 2 days, 1:15:56, time: 1.084, data_time: 0.005, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5689, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.2494 2020-08-01 12:21:47,342 - mmaction - INFO - Epoch [77][620/940] lr: 3.191e-01, eta: 2 days, 1:15:33, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5783, loss_cls: 3.1070, loss: 3.1070, grad_norm: 1.2096 2020-08-01 12:22:08,943 - mmaction - INFO - Epoch [77][640/940] lr: 3.191e-01, eta: 2 days, 1:15:14, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5689, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.2097 2020-08-01 12:22:30,242 - mmaction - INFO - Epoch [77][660/940] lr: 3.191e-01, eta: 2 days, 1:14:53, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5687, loss_cls: 3.1519, loss: 3.1519, grad_norm: 1.1996 2020-08-01 12:22:51,391 - mmaction - INFO - Epoch [77][680/940] lr: 3.191e-01, eta: 2 days, 1:14:32, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5705, loss_cls: 3.1364, loss: 3.1364, grad_norm: 1.2120 2020-08-01 12:23:12,417 - mmaction - INFO - Epoch [77][700/940] lr: 3.191e-01, eta: 2 days, 1:14:11, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5785, loss_cls: 3.1054, loss: 3.1054, grad_norm: 1.2030 2020-08-01 12:23:33,470 - mmaction - INFO - Epoch [77][720/940] lr: 3.191e-01, eta: 2 days, 1:13:50, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5824, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2104 2020-08-01 12:23:54,851 - mmaction - INFO - Epoch [77][740/940] lr: 3.191e-01, eta: 2 days, 1:13:30, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5758, loss_cls: 3.0969, loss: 3.0969, grad_norm: 1.2082 2020-08-01 12:24:15,758 - mmaction - INFO - Epoch [77][760/940] lr: 3.191e-01, eta: 2 days, 1:13:09, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5713, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.2037 2020-08-01 12:24:36,848 - mmaction - INFO - Epoch [77][780/940] lr: 3.191e-01, eta: 2 days, 1:12:48, time: 1.055, data_time: 0.005, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5738, loss_cls: 3.0966, loss: 3.0966, grad_norm: 1.2247 2020-08-01 12:24:57,476 - mmaction - INFO - Epoch [77][800/940] lr: 3.191e-01, eta: 2 days, 1:12:26, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1282, loss: 3.1282, grad_norm: 1.2146 2020-08-01 12:25:18,180 - mmaction - INFO - Epoch [77][820/940] lr: 3.191e-01, eta: 2 days, 1:12:04, time: 1.029, data_time: 0.004, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5756, loss_cls: 3.1278, loss: 3.1278, grad_norm: 1.2173 2020-08-01 12:25:39,696 - mmaction - INFO - Epoch [77][840/940] lr: 3.191e-01, eta: 2 days, 1:11:44, time: 1.080, data_time: 0.013, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5789, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.2048 2020-08-01 12:26:01,140 - mmaction - INFO - Epoch [77][860/940] lr: 3.191e-01, eta: 2 days, 1:11:24, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5678, loss_cls: 3.1618, loss: 3.1618, grad_norm: 1.2244 2020-08-01 12:26:21,798 - mmaction - INFO - Epoch [77][880/940] lr: 3.191e-01, eta: 2 days, 1:11:02, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5664, loss_cls: 3.1411, loss: 3.1411, grad_norm: 1.1934 2020-08-01 12:26:42,114 - mmaction - INFO - Epoch [77][900/940] lr: 3.191e-01, eta: 2 days, 1:10:39, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5766, loss_cls: 3.1072, loss: 3.1072, grad_norm: 1.2180 2020-08-01 12:27:05,163 - mmaction - INFO - Epoch [77][920/940] lr: 3.191e-01, eta: 2 days, 1:10:23, time: 1.150, data_time: 0.006, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5869, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.2161 2020-08-01 12:27:25,037 - mmaction - INFO - Epoch [77][940/940] lr: 3.191e-01, eta: 2 days, 1:09:59, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.3072, top5_acc: 0.5570, loss_cls: 3.2058, loss: 3.2058, grad_norm: 1.2124 2020-08-01 12:27:55,760 - mmaction - INFO - Epoch [78][20/940] lr: 3.172e-01, eta: 2 days, 1:10:00, time: 1.519, data_time: 0.476, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5764, loss_cls: 3.1151, loss: 3.1151, grad_norm: 1.2025 2020-08-01 12:28:15,606 - mmaction - INFO - Epoch [78][40/940] lr: 3.172e-01, eta: 2 days, 1:09:36, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5873, loss_cls: 3.0734, loss: 3.0734, grad_norm: 1.2102 2020-08-01 12:28:36,116 - mmaction - INFO - Epoch [78][60/940] lr: 3.172e-01, eta: 2 days, 1:09:14, time: 1.030, data_time: 0.010, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5797, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.2223 2020-08-01 12:28:56,729 - mmaction - INFO - Epoch [78][80/940] lr: 3.172e-01, eta: 2 days, 1:08:52, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5723, loss_cls: 3.1295, loss: 3.1295, grad_norm: 1.2204 2020-08-01 12:29:17,203 - mmaction - INFO - Epoch [78][100/940] lr: 3.172e-01, eta: 2 days, 1:08:29, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5746, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.2149 2020-08-01 12:29:38,926 - mmaction - INFO - Epoch [78][120/940] lr: 3.172e-01, eta: 2 days, 1:08:10, time: 1.086, data_time: 0.004, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5752, loss_cls: 3.1112, loss: 3.1112, grad_norm: 1.2046 2020-08-01 12:30:00,271 - mmaction - INFO - Epoch [78][140/940] lr: 3.172e-01, eta: 2 days, 1:07:49, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5705, loss_cls: 3.1159, loss: 3.1159, grad_norm: 1.2001 2020-08-01 12:30:22,126 - mmaction - INFO - Epoch [78][160/940] lr: 3.172e-01, eta: 2 days, 1:07:30, time: 1.094, data_time: 0.008, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5756, loss_cls: 3.0749, loss: 3.0749, grad_norm: 1.2103 2020-08-01 12:30:43,215 - mmaction - INFO - Epoch [78][180/940] lr: 3.172e-01, eta: 2 days, 1:07:09, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3148, top5_acc: 0.5668, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.2515 2020-08-01 12:31:04,578 - mmaction - INFO - Epoch [78][200/940] lr: 3.172e-01, eta: 2 days, 1:06:49, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5844, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.2338 2020-08-01 12:31:25,476 - mmaction - INFO - Epoch [78][220/940] lr: 3.172e-01, eta: 2 days, 1:06:28, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5893, loss_cls: 3.0568, loss: 3.0568, grad_norm: 1.2228 2020-08-01 12:31:46,658 - mmaction - INFO - Epoch [78][240/940] lr: 3.172e-01, eta: 2 days, 1:06:07, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5768, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.2071 2020-08-01 12:32:08,017 - mmaction - INFO - Epoch [78][260/940] lr: 3.172e-01, eta: 2 days, 1:05:47, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5813, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.2178 2020-08-01 12:32:28,544 - mmaction - INFO - Epoch [78][280/940] lr: 3.172e-01, eta: 2 days, 1:05:25, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5799, loss_cls: 3.0873, loss: 3.0873, grad_norm: 1.2084 2020-08-01 12:32:49,600 - mmaction - INFO - Epoch [78][300/940] lr: 3.172e-01, eta: 2 days, 1:05:04, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5742, loss_cls: 3.1182, loss: 3.1182, grad_norm: 1.2174 2020-08-01 12:33:10,058 - mmaction - INFO - Epoch [78][320/940] lr: 3.172e-01, eta: 2 days, 1:04:41, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5781, loss_cls: 3.0806, loss: 3.0806, grad_norm: 1.2021 2020-08-01 12:33:30,379 - mmaction - INFO - Epoch [78][340/940] lr: 3.172e-01, eta: 2 days, 1:04:18, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5775, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.2141 2020-08-01 12:33:52,531 - mmaction - INFO - Epoch [78][360/940] lr: 3.172e-01, eta: 2 days, 1:04:00, time: 1.109, data_time: 0.009, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5783, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.2201 2020-08-01 12:34:12,566 - mmaction - INFO - Epoch [78][380/940] lr: 3.172e-01, eta: 2 days, 1:03:36, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5764, loss_cls: 3.1534, loss: 3.1534, grad_norm: 1.2049 2020-08-01 12:34:34,263 - mmaction - INFO - Epoch [78][400/940] lr: 3.172e-01, eta: 2 days, 1:03:17, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5881, loss_cls: 3.0855, loss: 3.0855, grad_norm: 1.2348 2020-08-01 12:34:55,159 - mmaction - INFO - Epoch [78][420/940] lr: 3.172e-01, eta: 2 days, 1:02:56, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5834, loss_cls: 3.0914, loss: 3.0914, grad_norm: 1.2401 2020-08-01 12:35:16,435 - mmaction - INFO - Epoch [78][440/940] lr: 3.172e-01, eta: 2 days, 1:02:35, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5736, loss_cls: 3.1399, loss: 3.1399, grad_norm: 1.2170 2020-08-01 12:35:37,526 - mmaction - INFO - Epoch [78][460/940] lr: 3.172e-01, eta: 2 days, 1:02:14, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5748, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.2228 2020-08-01 12:35:57,513 - mmaction - INFO - Epoch [78][480/940] lr: 3.172e-01, eta: 2 days, 1:01:51, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5803, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.2178 2020-08-01 12:36:17,846 - mmaction - INFO - Epoch [78][500/940] lr: 3.172e-01, eta: 2 days, 1:01:28, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5793, loss_cls: 3.0821, loss: 3.0821, grad_norm: 1.2418 2020-08-01 12:36:39,026 - mmaction - INFO - Epoch [78][520/940] lr: 3.172e-01, eta: 2 days, 1:01:07, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5658, loss_cls: 3.1227, loss: 3.1227, grad_norm: 1.2303 2020-08-01 12:36:59,835 - mmaction - INFO - Epoch [78][540/940] lr: 3.172e-01, eta: 2 days, 1:00:46, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5693, loss_cls: 3.1441, loss: 3.1441, grad_norm: 1.2024 2020-08-01 12:37:21,250 - mmaction - INFO - Epoch [78][560/940] lr: 3.172e-01, eta: 2 days, 1:00:26, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5668, loss_cls: 3.1176, loss: 3.1176, grad_norm: 1.2263 2020-08-01 12:37:42,583 - mmaction - INFO - Epoch [78][580/940] lr: 3.172e-01, eta: 2 days, 1:00:05, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5701, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.2070 2020-08-01 12:38:03,555 - mmaction - INFO - Epoch [78][600/940] lr: 3.172e-01, eta: 2 days, 0:59:44, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5723, loss_cls: 3.0963, loss: 3.0963, grad_norm: 1.2327 2020-08-01 12:38:24,104 - mmaction - INFO - Epoch [78][620/940] lr: 3.172e-01, eta: 2 days, 0:59:22, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3125, top5_acc: 0.5596, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.2171 2020-08-01 12:38:45,149 - mmaction - INFO - Epoch [78][640/940] lr: 3.172e-01, eta: 2 days, 0:59:01, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5805, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.2348 2020-08-01 12:39:06,185 - mmaction - INFO - Epoch [78][660/940] lr: 3.172e-01, eta: 2 days, 0:58:40, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5660, loss_cls: 3.1557, loss: 3.1557, grad_norm: 1.2169 2020-08-01 12:39:26,307 - mmaction - INFO - Epoch [78][680/940] lr: 3.172e-01, eta: 2 days, 0:58:17, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5672, loss_cls: 3.1431, loss: 3.1431, grad_norm: 1.2463 2020-08-01 12:39:48,874 - mmaction - INFO - Epoch [78][700/940] lr: 3.172e-01, eta: 2 days, 0:57:59, time: 1.131, data_time: 0.007, memory: 6199, top1_acc: 0.3137, top5_acc: 0.5637, loss_cls: 3.1423, loss: 3.1423, grad_norm: 1.2225 2020-08-01 12:40:09,041 - mmaction - INFO - Epoch [78][720/940] lr: 3.172e-01, eta: 2 days, 0:57:36, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5654, loss_cls: 3.1643, loss: 3.1643, grad_norm: 1.2140 2020-08-01 12:40:30,452 - mmaction - INFO - Epoch [78][740/940] lr: 3.172e-01, eta: 2 days, 0:57:16, time: 1.072, data_time: 0.004, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5797, loss_cls: 3.0981, loss: 3.0981, grad_norm: 1.2037 2020-08-01 12:40:51,315 - mmaction - INFO - Epoch [78][760/940] lr: 3.172e-01, eta: 2 days, 0:56:54, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.3158, top5_acc: 0.5768, loss_cls: 3.1303, loss: 3.1303, grad_norm: 1.2126 2020-08-01 12:41:11,577 - mmaction - INFO - Epoch [78][780/940] lr: 3.172e-01, eta: 2 days, 0:56:31, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5771, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.2163 2020-08-01 12:41:32,061 - mmaction - INFO - Epoch [78][800/940] lr: 3.172e-01, eta: 2 days, 0:56:09, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5717, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.2426 2020-08-01 12:41:52,637 - mmaction - INFO - Epoch [78][820/940] lr: 3.172e-01, eta: 2 days, 0:55:47, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3346, top5_acc: 0.5807, loss_cls: 3.0631, loss: 3.0631, grad_norm: 1.2196 2020-08-01 12:42:13,214 - mmaction - INFO - Epoch [78][840/940] lr: 3.172e-01, eta: 2 days, 0:55:25, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3084, top5_acc: 0.5660, loss_cls: 3.1756, loss: 3.1756, grad_norm: 1.2346 2020-08-01 12:42:34,686 - mmaction - INFO - Epoch [78][860/940] lr: 3.172e-01, eta: 2 days, 0:55:05, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5832, loss_cls: 3.0933, loss: 3.0933, grad_norm: 1.2218 2020-08-01 12:42:54,539 - mmaction - INFO - Epoch [78][880/940] lr: 3.172e-01, eta: 2 days, 0:54:41, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5838, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.2302 2020-08-01 12:43:15,672 - mmaction - INFO - Epoch [78][900/940] lr: 3.172e-01, eta: 2 days, 0:54:20, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5797, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.2308 2020-08-01 12:43:36,673 - mmaction - INFO - Epoch [78][920/940] lr: 3.172e-01, eta: 2 days, 0:53:59, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5701, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.1940 2020-08-01 12:43:55,920 - mmaction - INFO - Epoch [78][940/940] lr: 3.172e-01, eta: 2 days, 0:53:34, time: 0.964, data_time: 0.008, memory: 6199, top1_acc: 0.3200, top5_acc: 0.5672, loss_cls: 3.1660, loss: 3.1660, grad_norm: 1.2163 2020-08-01 12:44:26,359 - mmaction - INFO - Epoch [79][20/940] lr: 3.152e-01, eta: 2 days, 0:53:34, time: 1.506, data_time: 0.474, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5809, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.2126 2020-08-01 12:44:47,730 - mmaction - INFO - Epoch [79][40/940] lr: 3.152e-01, eta: 2 days, 0:53:13, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5822, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.2046 2020-08-01 12:45:09,105 - mmaction - INFO - Epoch [79][60/940] lr: 3.152e-01, eta: 2 days, 0:52:53, time: 1.067, data_time: 0.003, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5766, loss_cls: 3.1373, loss: 3.1373, grad_norm: 1.2451 2020-08-01 12:45:30,355 - mmaction - INFO - Epoch [79][80/940] lr: 3.152e-01, eta: 2 days, 0:52:33, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.3111, top5_acc: 0.5750, loss_cls: 3.1426, loss: 3.1426, grad_norm: 1.2206 2020-08-01 12:45:51,803 - mmaction - INFO - Epoch [79][100/940] lr: 3.152e-01, eta: 2 days, 0:52:12, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5855, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.1972 2020-08-01 12:46:12,403 - mmaction - INFO - Epoch [79][120/940] lr: 3.152e-01, eta: 2 days, 0:51:50, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5869, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.2160 2020-08-01 12:46:33,221 - mmaction - INFO - Epoch [79][140/940] lr: 3.152e-01, eta: 2 days, 0:51:29, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5795, loss_cls: 3.0971, loss: 3.0971, grad_norm: 1.1986 2020-08-01 12:46:54,739 - mmaction - INFO - Epoch [79][160/940] lr: 3.152e-01, eta: 2 days, 0:51:09, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3455, top5_acc: 0.5943, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.2136 2020-08-01 12:47:15,667 - mmaction - INFO - Epoch [79][180/940] lr: 3.152e-01, eta: 2 days, 0:50:47, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5855, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.2359 2020-08-01 12:47:36,558 - mmaction - INFO - Epoch [79][200/940] lr: 3.152e-01, eta: 2 days, 0:50:26, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1101, loss: 3.1101, grad_norm: 1.1925 2020-08-01 12:47:56,698 - mmaction - INFO - Epoch [79][220/940] lr: 3.152e-01, eta: 2 days, 0:50:03, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5836, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.2113 2020-08-01 12:48:19,096 - mmaction - INFO - Epoch [79][240/940] lr: 3.152e-01, eta: 2 days, 0:49:45, time: 1.119, data_time: 0.002, memory: 6199, top1_acc: 0.3057, top5_acc: 0.5568, loss_cls: 3.1719, loss: 3.1719, grad_norm: 1.2127 2020-08-01 12:48:40,311 - mmaction - INFO - Epoch [79][260/940] lr: 3.152e-01, eta: 2 days, 0:49:24, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5783, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.2178 2020-08-01 12:49:01,101 - mmaction - INFO - Epoch [79][280/940] lr: 3.152e-01, eta: 2 days, 0:49:03, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5717, loss_cls: 3.1247, loss: 3.1247, grad_norm: 1.2191 2020-08-01 12:49:22,881 - mmaction - INFO - Epoch [79][300/940] lr: 3.152e-01, eta: 2 days, 0:48:44, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5861, loss_cls: 3.0608, loss: 3.0608, grad_norm: 1.1941 2020-08-01 12:49:43,081 - mmaction - INFO - Epoch [79][320/940] lr: 3.152e-01, eta: 2 days, 0:48:21, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5889, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.2051 2020-08-01 12:50:03,170 - mmaction - INFO - Epoch [79][340/940] lr: 3.152e-01, eta: 2 days, 0:47:57, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5682, loss_cls: 3.1622, loss: 3.1622, grad_norm: 1.2255 2020-08-01 12:50:23,753 - mmaction - INFO - Epoch [79][360/940] lr: 3.152e-01, eta: 2 days, 0:47:35, time: 1.029, data_time: 0.003, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5791, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.2347 2020-08-01 12:50:44,324 - mmaction - INFO - Epoch [79][380/940] lr: 3.152e-01, eta: 2 days, 0:47:13, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0648, loss: 3.0648, grad_norm: 1.2357 2020-08-01 12:51:04,636 - mmaction - INFO - Epoch [79][400/940] lr: 3.152e-01, eta: 2 days, 0:46:50, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5814, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2511 2020-08-01 12:51:25,177 - mmaction - INFO - Epoch [79][420/940] lr: 3.152e-01, eta: 2 days, 0:46:28, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5744, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.2320 2020-08-01 12:51:46,552 - mmaction - INFO - Epoch [79][440/940] lr: 3.152e-01, eta: 2 days, 0:46:08, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5707, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.2168 2020-08-01 12:52:07,935 - mmaction - INFO - Epoch [79][460/940] lr: 3.152e-01, eta: 2 days, 0:45:48, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5881, loss_cls: 3.1150, loss: 3.1150, grad_norm: 1.2083 2020-08-01 12:52:28,451 - mmaction - INFO - Epoch [79][480/940] lr: 3.152e-01, eta: 2 days, 0:45:26, time: 1.026, data_time: 0.002, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5727, loss_cls: 3.1066, loss: 3.1066, grad_norm: 1.2048 2020-08-01 12:52:49,638 - mmaction - INFO - Epoch [79][500/940] lr: 3.152e-01, eta: 2 days, 0:45:05, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.2417 2020-08-01 12:53:10,799 - mmaction - INFO - Epoch [79][520/940] lr: 3.152e-01, eta: 2 days, 0:44:44, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5807, loss_cls: 3.0924, loss: 3.0924, grad_norm: 1.2187 2020-08-01 12:53:31,449 - mmaction - INFO - Epoch [79][540/940] lr: 3.152e-01, eta: 2 days, 0:44:22, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5758, loss_cls: 3.1149, loss: 3.1149, grad_norm: 1.2212 2020-08-01 12:53:52,778 - mmaction - INFO - Epoch [79][560/940] lr: 3.152e-01, eta: 2 days, 0:44:02, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5652, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.2199 2020-08-01 12:54:13,788 - mmaction - INFO - Epoch [79][580/940] lr: 3.152e-01, eta: 2 days, 0:43:41, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5832, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.2456 2020-08-01 12:54:34,452 - mmaction - INFO - Epoch [79][600/940] lr: 3.152e-01, eta: 2 days, 0:43:19, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5797, loss_cls: 3.0788, loss: 3.0788, grad_norm: 1.2412 2020-08-01 12:54:55,694 - mmaction - INFO - Epoch [79][620/940] lr: 3.152e-01, eta: 2 days, 0:42:58, time: 1.062, data_time: 0.009, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5676, loss_cls: 3.1608, loss: 3.1608, grad_norm: 1.2330 2020-08-01 12:55:16,844 - mmaction - INFO - Epoch [79][640/940] lr: 3.152e-01, eta: 2 days, 0:42:37, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5715, loss_cls: 3.1559, loss: 3.1559, grad_norm: 1.2031 2020-08-01 12:55:39,219 - mmaction - INFO - Epoch [79][660/940] lr: 3.152e-01, eta: 2 days, 0:42:19, time: 1.117, data_time: 0.004, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5830, loss_cls: 3.1089, loss: 3.1089, grad_norm: 1.2305 2020-08-01 12:56:00,386 - mmaction - INFO - Epoch [79][680/940] lr: 3.152e-01, eta: 2 days, 0:41:59, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5754, loss_cls: 3.1108, loss: 3.1108, grad_norm: 1.2358 2020-08-01 12:56:20,963 - mmaction - INFO - Epoch [79][700/940] lr: 3.152e-01, eta: 2 days, 0:41:36, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5840, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.1987 2020-08-01 12:56:42,269 - mmaction - INFO - Epoch [79][720/940] lr: 3.152e-01, eta: 2 days, 0:41:16, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5727, loss_cls: 3.1424, loss: 3.1424, grad_norm: 1.2461 2020-08-01 12:57:03,410 - mmaction - INFO - Epoch [79][740/940] lr: 3.152e-01, eta: 2 days, 0:40:55, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5732, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.2073 2020-08-01 12:57:24,625 - mmaction - INFO - Epoch [79][760/940] lr: 3.152e-01, eta: 2 days, 0:40:35, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5814, loss_cls: 3.0910, loss: 3.0910, grad_norm: 1.2159 2020-08-01 12:57:46,306 - mmaction - INFO - Epoch [79][780/940] lr: 3.152e-01, eta: 2 days, 0:40:15, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.3232, top5_acc: 0.5799, loss_cls: 3.1078, loss: 3.1078, grad_norm: 1.2110 2020-08-01 12:58:06,620 - mmaction - INFO - Epoch [79][800/940] lr: 3.152e-01, eta: 2 days, 0:39:52, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5840, loss_cls: 3.0890, loss: 3.0890, grad_norm: 1.2138 2020-08-01 12:58:27,468 - mmaction - INFO - Epoch [79][820/940] lr: 3.152e-01, eta: 2 days, 0:39:31, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5756, loss_cls: 3.1463, loss: 3.1463, grad_norm: 1.2354 2020-08-01 12:58:48,650 - mmaction - INFO - Epoch [79][840/940] lr: 3.152e-01, eta: 2 days, 0:39:10, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5576, loss_cls: 3.1602, loss: 3.1602, grad_norm: 1.2181 2020-08-01 12:59:10,208 - mmaction - INFO - Epoch [79][860/940] lr: 3.152e-01, eta: 2 days, 0:38:50, time: 1.077, data_time: 0.005, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5830, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.1882 2020-08-01 12:59:31,833 - mmaction - INFO - Epoch [79][880/940] lr: 3.152e-01, eta: 2 days, 0:38:30, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.3197, top5_acc: 0.5686, loss_cls: 3.1384, loss: 3.1384, grad_norm: 1.2420 2020-08-01 12:59:53,301 - mmaction - INFO - Epoch [79][900/940] lr: 3.152e-01, eta: 2 days, 0:38:10, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5752, loss_cls: 3.1204, loss: 3.1204, grad_norm: 1.1991 2020-08-01 13:00:18,071 - mmaction - INFO - Epoch [79][920/940] lr: 3.152e-01, eta: 2 days, 0:37:57, time: 1.233, data_time: 0.007, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5693, loss_cls: 3.1045, loss: 3.1045, grad_norm: 1.2115 2020-08-01 13:00:36,606 - mmaction - INFO - Epoch [79][940/940] lr: 3.152e-01, eta: 2 days, 0:37:31, time: 0.934, data_time: 0.016, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5820, loss_cls: 3.0828, loss: 3.0828, grad_norm: 1.2212 2020-08-01 13:01:09,333 - mmaction - INFO - Epoch [80][20/940] lr: 3.131e-01, eta: 2 days, 0:37:35, time: 1.611, data_time: 0.578, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5844, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.2017 2020-08-01 13:01:29,576 - mmaction - INFO - Epoch [80][40/940] lr: 3.131e-01, eta: 2 days, 0:37:12, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.3402, top5_acc: 0.5848, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.2275 2020-08-01 13:01:50,252 - mmaction - INFO - Epoch [80][60/940] lr: 3.131e-01, eta: 2 days, 0:36:50, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5760, loss_cls: 3.0794, loss: 3.0794, grad_norm: 1.2303 2020-08-01 13:02:11,376 - mmaction - INFO - Epoch [80][80/940] lr: 3.131e-01, eta: 2 days, 0:36:29, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5697, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.2342 2020-08-01 13:02:32,532 - mmaction - INFO - Epoch [80][100/940] lr: 3.131e-01, eta: 2 days, 0:36:09, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5807, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.2153 2020-08-01 13:02:54,174 - mmaction - INFO - Epoch [80][120/940] lr: 3.131e-01, eta: 2 days, 0:35:49, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2429 2020-08-01 13:03:15,275 - mmaction - INFO - Epoch [80][140/940] lr: 3.131e-01, eta: 2 days, 0:35:28, time: 1.056, data_time: 0.003, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5719, loss_cls: 3.1328, loss: 3.1328, grad_norm: 1.2412 2020-08-01 13:03:37,059 - mmaction - INFO - Epoch [80][160/940] lr: 3.131e-01, eta: 2 days, 0:35:09, time: 1.087, data_time: 0.008, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5926, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.2085 2020-08-01 13:03:57,246 - mmaction - INFO - Epoch [80][180/940] lr: 3.131e-01, eta: 2 days, 0:34:46, time: 1.007, data_time: 0.010, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5809, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.2169 2020-08-01 13:04:18,583 - mmaction - INFO - Epoch [80][200/940] lr: 3.131e-01, eta: 2 days, 0:34:25, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5967, loss_cls: 3.0198, loss: 3.0198, grad_norm: 1.2368 2020-08-01 13:04:40,269 - mmaction - INFO - Epoch [80][220/940] lr: 3.131e-01, eta: 2 days, 0:34:06, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5781, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.2372 2020-08-01 13:05:00,690 - mmaction - INFO - Epoch [80][240/940] lr: 3.131e-01, eta: 2 days, 0:33:43, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5717, loss_cls: 3.1219, loss: 3.1219, grad_norm: 1.2349 2020-08-01 13:05:21,498 - mmaction - INFO - Epoch [80][260/940] lr: 3.131e-01, eta: 2 days, 0:33:22, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5734, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.2481 2020-08-01 13:05:42,735 - mmaction - INFO - Epoch [80][280/940] lr: 3.131e-01, eta: 2 days, 0:33:01, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5756, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.2258 2020-08-01 13:06:03,588 - mmaction - INFO - Epoch [80][300/940] lr: 3.131e-01, eta: 2 days, 0:32:40, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5762, loss_cls: 3.1314, loss: 3.1314, grad_norm: 1.2127 2020-08-01 13:06:25,197 - mmaction - INFO - Epoch [80][320/940] lr: 3.131e-01, eta: 2 days, 0:32:20, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.2351 2020-08-01 13:06:46,158 - mmaction - INFO - Epoch [80][340/940] lr: 3.131e-01, eta: 2 days, 0:31:59, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5969, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.2460 2020-08-01 13:07:07,097 - mmaction - INFO - Epoch [80][360/940] lr: 3.131e-01, eta: 2 days, 0:31:37, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5641, loss_cls: 3.1079, loss: 3.1079, grad_norm: 1.2358 2020-08-01 13:07:27,598 - mmaction - INFO - Epoch [80][380/940] lr: 3.131e-01, eta: 2 days, 0:31:15, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5832, loss_cls: 3.0780, loss: 3.0780, grad_norm: 1.2310 2020-08-01 13:07:47,908 - mmaction - INFO - Epoch [80][400/940] lr: 3.131e-01, eta: 2 days, 0:30:52, time: 1.015, data_time: 0.010, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5697, loss_cls: 3.1199, loss: 3.1199, grad_norm: 1.2368 2020-08-01 13:08:10,062 - mmaction - INFO - Epoch [80][420/940] lr: 3.131e-01, eta: 2 days, 0:30:34, time: 1.110, data_time: 0.011, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5811, loss_cls: 3.1031, loss: 3.1031, grad_norm: 1.2132 2020-08-01 13:08:31,311 - mmaction - INFO - Epoch [80][440/940] lr: 3.131e-01, eta: 2 days, 0:30:13, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5754, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.2266 2020-08-01 13:08:52,595 - mmaction - INFO - Epoch [80][460/940] lr: 3.131e-01, eta: 2 days, 0:29:53, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5773, loss_cls: 3.1128, loss: 3.1128, grad_norm: 1.2060 2020-08-01 13:09:13,047 - mmaction - INFO - Epoch [80][480/940] lr: 3.131e-01, eta: 2 days, 0:29:30, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5766, loss_cls: 3.0866, loss: 3.0866, grad_norm: 1.2291 2020-08-01 13:09:34,516 - mmaction - INFO - Epoch [80][500/940] lr: 3.131e-01, eta: 2 days, 0:29:10, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5691, loss_cls: 3.1523, loss: 3.1523, grad_norm: 1.2063 2020-08-01 13:09:55,170 - mmaction - INFO - Epoch [80][520/940] lr: 3.131e-01, eta: 2 days, 0:28:48, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5658, loss_cls: 3.1647, loss: 3.1647, grad_norm: 1.2217 2020-08-01 13:10:16,566 - mmaction - INFO - Epoch [80][540/940] lr: 3.131e-01, eta: 2 days, 0:28:28, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5834, loss_cls: 3.0886, loss: 3.0886, grad_norm: 1.2116 2020-08-01 13:10:38,097 - mmaction - INFO - Epoch [80][560/940] lr: 3.131e-01, eta: 2 days, 0:28:08, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5773, loss_cls: 3.0894, loss: 3.0894, grad_norm: 1.2301 2020-08-01 13:10:58,995 - mmaction - INFO - Epoch [80][580/940] lr: 3.131e-01, eta: 2 days, 0:27:47, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5803, loss_cls: 3.1014, loss: 3.1014, grad_norm: 1.2333 2020-08-01 13:11:19,040 - mmaction - INFO - Epoch [80][600/940] lr: 3.131e-01, eta: 2 days, 0:27:23, time: 1.001, data_time: 0.002, memory: 6199, top1_acc: 0.3150, top5_acc: 0.5684, loss_cls: 3.1737, loss: 3.1737, grad_norm: 1.2518 2020-08-01 13:11:38,913 - mmaction - INFO - Epoch [80][620/940] lr: 3.131e-01, eta: 2 days, 0:27:00, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5605, loss_cls: 3.1663, loss: 3.1663, grad_norm: 1.1890 2020-08-01 13:12:00,069 - mmaction - INFO - Epoch [80][640/940] lr: 3.131e-01, eta: 2 days, 0:26:39, time: 1.056, data_time: 0.002, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5775, loss_cls: 3.1136, loss: 3.1136, grad_norm: 1.2267 2020-08-01 13:12:21,257 - mmaction - INFO - Epoch [80][660/940] lr: 3.131e-01, eta: 2 days, 0:26:18, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5797, loss_cls: 3.0959, loss: 3.0959, grad_norm: 1.2209 2020-08-01 13:12:42,756 - mmaction - INFO - Epoch [80][680/940] lr: 3.131e-01, eta: 2 days, 0:25:58, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5684, loss_cls: 3.1263, loss: 3.1263, grad_norm: 1.2160 2020-08-01 13:13:04,195 - mmaction - INFO - Epoch [80][700/940] lr: 3.131e-01, eta: 2 days, 0:25:38, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2261 2020-08-01 13:13:25,822 - mmaction - INFO - Epoch [80][720/940] lr: 3.131e-01, eta: 2 days, 0:25:18, time: 1.082, data_time: 0.003, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5852, loss_cls: 3.0724, loss: 3.0724, grad_norm: 1.2315 2020-08-01 13:13:46,700 - mmaction - INFO - Epoch [80][740/940] lr: 3.131e-01, eta: 2 days, 0:24:57, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5781, loss_cls: 3.1103, loss: 3.1103, grad_norm: 1.2169 2020-08-01 13:14:07,256 - mmaction - INFO - Epoch [80][760/940] lr: 3.131e-01, eta: 2 days, 0:24:35, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5709, loss_cls: 3.1064, loss: 3.1064, grad_norm: 1.2094 2020-08-01 13:14:28,948 - mmaction - INFO - Epoch [80][780/940] lr: 3.131e-01, eta: 2 days, 0:24:15, time: 1.084, data_time: 0.010, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5807, loss_cls: 3.0710, loss: 3.0710, grad_norm: 1.2048 2020-08-01 13:14:49,603 - mmaction - INFO - Epoch [80][800/940] lr: 3.131e-01, eta: 2 days, 0:23:53, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5691, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.2183 2020-08-01 13:15:10,847 - mmaction - INFO - Epoch [80][820/940] lr: 3.131e-01, eta: 2 days, 0:23:33, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5705, loss_cls: 3.1465, loss: 3.1465, grad_norm: 1.2440 2020-08-01 13:15:31,643 - mmaction - INFO - Epoch [80][840/940] lr: 3.131e-01, eta: 2 days, 0:23:11, time: 1.040, data_time: 0.003, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.2120 2020-08-01 13:15:53,085 - mmaction - INFO - Epoch [80][860/940] lr: 3.131e-01, eta: 2 days, 0:22:51, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5816, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.2330 2020-08-01 13:16:15,232 - mmaction - INFO - Epoch [80][880/940] lr: 3.131e-01, eta: 2 days, 0:22:32, time: 1.106, data_time: 0.007, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5828, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.2155 2020-08-01 13:16:35,169 - mmaction - INFO - Epoch [80][900/940] lr: 3.131e-01, eta: 2 days, 0:22:09, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.3234, top5_acc: 0.5766, loss_cls: 3.1445, loss: 3.1445, grad_norm: 1.2091 2020-08-01 13:16:56,604 - mmaction - INFO - Epoch [80][920/940] lr: 3.131e-01, eta: 2 days, 0:21:49, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5842, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.2075 2020-08-01 13:17:15,886 - mmaction - INFO - Epoch [80][940/940] lr: 3.131e-01, eta: 2 days, 0:21:24, time: 0.963, data_time: 0.009, memory: 6199, top1_acc: 0.3200, top5_acc: 0.5690, loss_cls: 3.1513, loss: 3.1513, grad_norm: 1.2606 2020-08-01 13:17:16,174 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-08-01 13:17:46,371 - mmaction - INFO - Epoch [81][20/940] lr: 3.111e-01, eta: 2 days, 0:21:18, time: 1.394, data_time: 0.371, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5854, loss_cls: 3.0748, loss: 3.0748, grad_norm: 1.1982 2020-08-01 13:18:06,290 - mmaction - INFO - Epoch [81][40/940] lr: 3.111e-01, eta: 2 days, 0:20:54, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5916, loss_cls: 3.0347, loss: 3.0347, grad_norm: 1.2420 2020-08-01 13:18:26,930 - mmaction - INFO - Epoch [81][60/940] lr: 3.111e-01, eta: 2 days, 0:20:32, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5871, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.2309 2020-08-01 13:18:47,477 - mmaction - INFO - Epoch [81][80/940] lr: 3.111e-01, eta: 2 days, 0:20:10, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5730, loss_cls: 3.0999, loss: 3.0999, grad_norm: 1.2251 2020-08-01 13:19:08,679 - mmaction - INFO - Epoch [81][100/940] lr: 3.111e-01, eta: 2 days, 0:19:49, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5875, loss_cls: 3.0704, loss: 3.0704, grad_norm: 1.2117 2020-08-01 13:19:30,368 - mmaction - INFO - Epoch [81][120/940] lr: 3.111e-01, eta: 2 days, 0:19:30, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5922, loss_cls: 3.0253, loss: 3.0253, grad_norm: 1.2219 2020-08-01 13:19:50,836 - mmaction - INFO - Epoch [81][140/940] lr: 3.111e-01, eta: 2 days, 0:19:07, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5814, loss_cls: 3.0985, loss: 3.0985, grad_norm: 1.2309 2020-08-01 13:20:11,902 - mmaction - INFO - Epoch [81][160/940] lr: 3.111e-01, eta: 2 days, 0:18:46, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5693, loss_cls: 3.1368, loss: 3.1368, grad_norm: 1.2263 2020-08-01 13:20:32,426 - mmaction - INFO - Epoch [81][180/940] lr: 3.111e-01, eta: 2 days, 0:18:24, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5818, loss_cls: 3.0501, loss: 3.0501, grad_norm: 1.2082 2020-08-01 13:20:52,709 - mmaction - INFO - Epoch [81][200/940] lr: 3.111e-01, eta: 2 days, 0:18:01, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5869, loss_cls: 3.0881, loss: 3.0881, grad_norm: 1.2520 2020-08-01 13:21:13,916 - mmaction - INFO - Epoch [81][220/940] lr: 3.111e-01, eta: 2 days, 0:17:41, time: 1.064, data_time: 0.009, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5613, loss_cls: 3.1526, loss: 3.1526, grad_norm: 1.2456 2020-08-01 13:21:34,539 - mmaction - INFO - Epoch [81][240/940] lr: 3.111e-01, eta: 2 days, 0:17:19, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5740, loss_cls: 3.0904, loss: 3.0904, grad_norm: 1.2135 2020-08-01 13:21:54,469 - mmaction - INFO - Epoch [81][260/940] lr: 3.111e-01, eta: 2 days, 0:16:55, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5844, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.2383 2020-08-01 13:22:15,527 - mmaction - INFO - Epoch [81][280/940] lr: 3.111e-01, eta: 2 days, 0:16:34, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5762, loss_cls: 3.1148, loss: 3.1148, grad_norm: 1.2216 2020-08-01 13:22:37,141 - mmaction - INFO - Epoch [81][300/940] lr: 3.111e-01, eta: 2 days, 0:16:14, time: 1.082, data_time: 0.006, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5807, loss_cls: 3.1018, loss: 3.1018, grad_norm: 1.2328 2020-08-01 13:22:57,375 - mmaction - INFO - Epoch [81][320/940] lr: 3.111e-01, eta: 2 days, 0:15:51, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5848, loss_cls: 3.0791, loss: 3.0791, grad_norm: 1.2146 2020-08-01 13:23:17,368 - mmaction - INFO - Epoch [81][340/940] lr: 3.111e-01, eta: 2 days, 0:15:28, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5795, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.2399 2020-08-01 13:23:37,398 - mmaction - INFO - Epoch [81][360/940] lr: 3.111e-01, eta: 2 days, 0:15:05, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5814, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.2242 2020-08-01 13:23:58,045 - mmaction - INFO - Epoch [81][380/940] lr: 3.111e-01, eta: 2 days, 0:14:43, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5703, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.2416 2020-08-01 13:24:18,331 - mmaction - INFO - Epoch [81][400/940] lr: 3.111e-01, eta: 2 days, 0:14:20, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5754, loss_cls: 3.1279, loss: 3.1279, grad_norm: 1.2214 2020-08-01 13:24:38,428 - mmaction - INFO - Epoch [81][420/940] lr: 3.111e-01, eta: 2 days, 0:13:57, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5775, loss_cls: 3.0964, loss: 3.0964, grad_norm: 1.2501 2020-08-01 13:24:58,600 - mmaction - INFO - Epoch [81][440/940] lr: 3.111e-01, eta: 2 days, 0:13:34, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1298, loss: 3.1298, grad_norm: 1.2187 2020-08-01 13:25:19,601 - mmaction - INFO - Epoch [81][460/940] lr: 3.111e-01, eta: 2 days, 0:13:13, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5689, loss_cls: 3.1154, loss: 3.1154, grad_norm: 1.2301 2020-08-01 13:25:39,832 - mmaction - INFO - Epoch [81][480/940] lr: 3.111e-01, eta: 2 days, 0:12:50, time: 1.012, data_time: 0.004, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5705, loss_cls: 3.0992, loss: 3.0992, grad_norm: 1.2344 2020-08-01 13:26:00,361 - mmaction - INFO - Epoch [81][500/940] lr: 3.111e-01, eta: 2 days, 0:12:28, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5748, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.2166 2020-08-01 13:26:21,433 - mmaction - INFO - Epoch [81][520/940] lr: 3.111e-01, eta: 2 days, 0:12:07, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5752, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.2763 2020-08-01 13:26:41,889 - mmaction - INFO - Epoch [81][540/940] lr: 3.111e-01, eta: 2 days, 0:11:45, time: 1.022, data_time: 0.010, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5736, loss_cls: 3.1106, loss: 3.1106, grad_norm: 1.2000 2020-08-01 13:27:02,327 - mmaction - INFO - Epoch [81][560/940] lr: 3.111e-01, eta: 2 days, 0:11:22, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5830, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.2421 2020-08-01 13:27:22,670 - mmaction - INFO - Epoch [81][580/940] lr: 3.111e-01, eta: 2 days, 0:11:00, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5676, loss_cls: 3.1542, loss: 3.1542, grad_norm: 1.2603 2020-08-01 13:27:43,170 - mmaction - INFO - Epoch [81][600/940] lr: 3.111e-01, eta: 2 days, 0:10:38, time: 1.027, data_time: 0.011, memory: 6199, top1_acc: 0.3152, top5_acc: 0.5680, loss_cls: 3.1419, loss: 3.1419, grad_norm: 1.1999 2020-08-01 13:28:04,032 - mmaction - INFO - Epoch [81][620/940] lr: 3.111e-01, eta: 2 days, 0:10:16, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5885, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.2242 2020-08-01 13:28:24,273 - mmaction - INFO - Epoch [81][640/940] lr: 3.111e-01, eta: 2 days, 0:09:53, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5777, loss_cls: 3.0945, loss: 3.0945, grad_norm: 1.2149 2020-08-01 13:28:45,067 - mmaction - INFO - Epoch [81][660/940] lr: 3.111e-01, eta: 2 days, 0:09:32, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5793, loss_cls: 3.0948, loss: 3.0948, grad_norm: 1.2178 2020-08-01 13:29:05,878 - mmaction - INFO - Epoch [81][680/940] lr: 3.111e-01, eta: 2 days, 0:09:10, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5682, loss_cls: 3.1228, loss: 3.1228, grad_norm: 1.2527 2020-08-01 13:29:26,685 - mmaction - INFO - Epoch [81][700/940] lr: 3.111e-01, eta: 2 days, 0:08:49, time: 1.039, data_time: 0.002, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5725, loss_cls: 3.1108, loss: 3.1108, grad_norm: 1.2283 2020-08-01 13:29:47,343 - mmaction - INFO - Epoch [81][720/940] lr: 3.111e-01, eta: 2 days, 0:08:27, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.1155, loss: 3.1155, grad_norm: 1.2258 2020-08-01 13:30:07,798 - mmaction - INFO - Epoch [81][740/940] lr: 3.111e-01, eta: 2 days, 0:08:05, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5867, loss_cls: 3.0647, loss: 3.0647, grad_norm: 1.2303 2020-08-01 13:30:28,908 - mmaction - INFO - Epoch [81][760/940] lr: 3.111e-01, eta: 2 days, 0:07:44, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3195, top5_acc: 0.5623, loss_cls: 3.1470, loss: 3.1470, grad_norm: 1.2092 2020-08-01 13:30:49,143 - mmaction - INFO - Epoch [81][780/940] lr: 3.111e-01, eta: 2 days, 0:07:21, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5824, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.2280 2020-08-01 13:31:09,372 - mmaction - INFO - Epoch [81][800/940] lr: 3.111e-01, eta: 2 days, 0:06:58, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5750, loss_cls: 3.1206, loss: 3.1206, grad_norm: 1.2188 2020-08-01 13:31:29,722 - mmaction - INFO - Epoch [81][820/940] lr: 3.111e-01, eta: 2 days, 0:06:35, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5846, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.1950 2020-08-01 13:31:50,465 - mmaction - INFO - Epoch [81][840/940] lr: 3.111e-01, eta: 2 days, 0:06:14, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5816, loss_cls: 3.0892, loss: 3.0892, grad_norm: 1.2297 2020-08-01 13:32:11,183 - mmaction - INFO - Epoch [81][860/940] lr: 3.111e-01, eta: 2 days, 0:05:52, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5779, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.2212 2020-08-01 13:32:31,448 - mmaction - INFO - Epoch [81][880/940] lr: 3.111e-01, eta: 2 days, 0:05:29, time: 1.019, data_time: 0.010, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5871, loss_cls: 3.0322, loss: 3.0322, grad_norm: 1.2261 2020-08-01 13:32:52,051 - mmaction - INFO - Epoch [81][900/940] lr: 3.111e-01, eta: 2 days, 0:05:07, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5756, loss_cls: 3.1184, loss: 3.1184, grad_norm: 1.2501 2020-08-01 13:33:12,192 - mmaction - INFO - Epoch [81][920/940] lr: 3.111e-01, eta: 2 days, 0:04:44, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5818, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.1960 2020-08-01 13:33:31,149 - mmaction - INFO - Epoch [81][940/940] lr: 3.111e-01, eta: 2 days, 0:04:19, time: 0.948, data_time: 0.007, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5765, loss_cls: 3.0786, loss: 3.0786, grad_norm: 1.2291 2020-08-01 13:34:01,685 - mmaction - INFO - Epoch [82][20/940] lr: 3.091e-01, eta: 2 days, 0:04:18, time: 1.512, data_time: 0.508, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5828, loss_cls: 3.0868, loss: 3.0868, grad_norm: 1.2349 2020-08-01 13:34:21,593 - mmaction - INFO - Epoch [82][40/940] lr: 3.091e-01, eta: 2 days, 0:03:54, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5943, loss_cls: 3.0475, loss: 3.0475, grad_norm: 1.2423 2020-08-01 13:34:41,388 - mmaction - INFO - Epoch [82][60/940] lr: 3.091e-01, eta: 2 days, 0:03:30, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5689, loss_cls: 3.1083, loss: 3.1083, grad_norm: 1.2546 2020-08-01 13:35:02,877 - mmaction - INFO - Epoch [82][80/940] lr: 3.091e-01, eta: 2 days, 0:03:10, time: 1.077, data_time: 0.005, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5811, loss_cls: 3.0875, loss: 3.0875, grad_norm: 1.2335 2020-08-01 13:35:24,010 - mmaction - INFO - Epoch [82][100/940] lr: 3.091e-01, eta: 2 days, 0:02:50, time: 1.058, data_time: 0.003, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5738, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.2280 2020-08-01 13:35:44,828 - mmaction - INFO - Epoch [82][120/940] lr: 3.091e-01, eta: 2 days, 0:02:28, time: 1.040, data_time: 0.002, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5764, loss_cls: 3.0911, loss: 3.0911, grad_norm: 1.2211 2020-08-01 13:36:05,721 - mmaction - INFO - Epoch [82][140/940] lr: 3.091e-01, eta: 2 days, 0:02:07, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5885, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.2369 2020-08-01 13:36:27,103 - mmaction - INFO - Epoch [82][160/940] lr: 3.091e-01, eta: 2 days, 0:01:46, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5900, loss_cls: 3.0189, loss: 3.0189, grad_norm: 1.2253 2020-08-01 13:36:47,680 - mmaction - INFO - Epoch [82][180/940] lr: 3.091e-01, eta: 2 days, 0:01:24, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5754, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.2338 2020-08-01 13:37:08,345 - mmaction - INFO - Epoch [82][200/940] lr: 3.091e-01, eta: 2 days, 0:01:02, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5809, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.2408 2020-08-01 13:37:29,991 - mmaction - INFO - Epoch [82][220/940] lr: 3.091e-01, eta: 2 days, 0:00:42, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.3346, top5_acc: 0.5785, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.2423 2020-08-01 13:37:50,423 - mmaction - INFO - Epoch [82][240/940] lr: 3.091e-01, eta: 2 days, 0:00:20, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5775, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.2259 2020-08-01 13:38:11,625 - mmaction - INFO - Epoch [82][260/940] lr: 3.091e-01, eta: 2 days, 0:00:00, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5803, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.2329 2020-08-01 13:38:32,679 - mmaction - INFO - Epoch [82][280/940] lr: 3.091e-01, eta: 1 day, 23:59:39, time: 1.054, data_time: 0.003, memory: 6199, top1_acc: 0.3354, top5_acc: 0.5848, loss_cls: 3.0773, loss: 3.0773, grad_norm: 1.2382 2020-08-01 13:38:53,761 - mmaction - INFO - Epoch [82][300/940] lr: 3.091e-01, eta: 1 day, 23:59:18, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5785, loss_cls: 3.1186, loss: 3.1186, grad_norm: 1.2090 2020-08-01 13:39:14,349 - mmaction - INFO - Epoch [82][320/940] lr: 3.091e-01, eta: 1 day, 23:58:56, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5779, loss_cls: 3.0587, loss: 3.0587, grad_norm: 1.2162 2020-08-01 13:39:35,898 - mmaction - INFO - Epoch [82][340/940] lr: 3.091e-01, eta: 1 day, 23:58:36, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5852, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.2039 2020-08-01 13:39:55,990 - mmaction - INFO - Epoch [82][360/940] lr: 3.091e-01, eta: 1 day, 23:58:13, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5803, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.2387 2020-08-01 13:40:17,051 - mmaction - INFO - Epoch [82][380/940] lr: 3.091e-01, eta: 1 day, 23:57:51, time: 1.049, data_time: 0.004, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5715, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.2433 2020-08-01 13:40:39,650 - mmaction - INFO - Epoch [82][400/940] lr: 3.091e-01, eta: 1 day, 23:57:34, time: 1.131, data_time: 0.011, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5809, loss_cls: 3.1025, loss: 3.1025, grad_norm: 1.2398 2020-08-01 13:40:59,949 - mmaction - INFO - Epoch [82][420/940] lr: 3.091e-01, eta: 1 day, 23:57:11, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5777, loss_cls: 3.1100, loss: 3.1100, grad_norm: 1.2189 2020-08-01 13:41:22,050 - mmaction - INFO - Epoch [82][440/940] lr: 3.091e-01, eta: 1 day, 23:56:52, time: 1.102, data_time: 0.006, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5834, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.2391 2020-08-01 13:41:43,233 - mmaction - INFO - Epoch [82][460/940] lr: 3.091e-01, eta: 1 day, 23:56:32, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5723, loss_cls: 3.1217, loss: 3.1217, grad_norm: 1.2331 2020-08-01 13:42:03,813 - mmaction - INFO - Epoch [82][480/940] lr: 3.091e-01, eta: 1 day, 23:56:10, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.1545, loss: 3.1545, grad_norm: 1.2226 2020-08-01 13:42:24,465 - mmaction - INFO - Epoch [82][500/940] lr: 3.091e-01, eta: 1 day, 23:55:48, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5699, loss_cls: 3.1304, loss: 3.1304, grad_norm: 1.2228 2020-08-01 13:42:46,549 - mmaction - INFO - Epoch [82][520/940] lr: 3.091e-01, eta: 1 day, 23:55:29, time: 1.108, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5766, loss_cls: 3.1254, loss: 3.1254, grad_norm: 1.2184 2020-08-01 13:43:06,640 - mmaction - INFO - Epoch [82][540/940] lr: 3.091e-01, eta: 1 day, 23:55:06, time: 1.004, data_time: 0.003, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5684, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.2420 2020-08-01 13:43:28,388 - mmaction - INFO - Epoch [82][560/940] lr: 3.091e-01, eta: 1 day, 23:54:46, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3189, top5_acc: 0.5687, loss_cls: 3.1580, loss: 3.1580, grad_norm: 1.2238 2020-08-01 13:43:49,736 - mmaction - INFO - Epoch [82][580/940] lr: 3.091e-01, eta: 1 day, 23:54:26, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5900, loss_cls: 3.0590, loss: 3.0590, grad_norm: 1.2030 2020-08-01 13:44:10,508 - mmaction - INFO - Epoch [82][600/940] lr: 3.091e-01, eta: 1 day, 23:54:04, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5713, loss_cls: 3.1319, loss: 3.1319, grad_norm: 1.2323 2020-08-01 13:44:31,041 - mmaction - INFO - Epoch [82][620/940] lr: 3.091e-01, eta: 1 day, 23:53:42, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5758, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.2542 2020-08-01 13:44:52,589 - mmaction - INFO - Epoch [82][640/940] lr: 3.091e-01, eta: 1 day, 23:53:22, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5875, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2194 2020-08-01 13:45:14,570 - mmaction - INFO - Epoch [82][660/940] lr: 3.091e-01, eta: 1 day, 23:53:03, time: 1.099, data_time: 0.007, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5701, loss_cls: 3.1130, loss: 3.1130, grad_norm: 1.2088 2020-08-01 13:45:35,457 - mmaction - INFO - Epoch [82][680/940] lr: 3.091e-01, eta: 1 day, 23:52:42, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5656, loss_cls: 3.1233, loss: 3.1233, grad_norm: 1.2226 2020-08-01 13:45:55,751 - mmaction - INFO - Epoch [82][700/940] lr: 3.091e-01, eta: 1 day, 23:52:19, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5846, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2161 2020-08-01 13:46:17,452 - mmaction - INFO - Epoch [82][720/940] lr: 3.091e-01, eta: 1 day, 23:52:00, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5879, loss_cls: 3.0733, loss: 3.0733, grad_norm: 1.2439 2020-08-01 13:46:38,279 - mmaction - INFO - Epoch [82][740/940] lr: 3.091e-01, eta: 1 day, 23:51:38, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5756, loss_cls: 3.1293, loss: 3.1293, grad_norm: 1.2137 2020-08-01 13:46:59,584 - mmaction - INFO - Epoch [82][760/940] lr: 3.091e-01, eta: 1 day, 23:51:18, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5768, loss_cls: 3.0896, loss: 3.0896, grad_norm: 1.2161 2020-08-01 13:47:20,413 - mmaction - INFO - Epoch [82][780/940] lr: 3.091e-01, eta: 1 day, 23:50:56, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5748, loss_cls: 3.1297, loss: 3.1297, grad_norm: 1.2394 2020-08-01 13:47:41,572 - mmaction - INFO - Epoch [82][800/940] lr: 3.091e-01, eta: 1 day, 23:50:35, time: 1.060, data_time: 0.004, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5783, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.2468 2020-08-01 13:48:02,219 - mmaction - INFO - Epoch [82][820/940] lr: 3.091e-01, eta: 1 day, 23:50:13, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5807, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.1938 2020-08-01 13:48:23,767 - mmaction - INFO - Epoch [82][840/940] lr: 3.091e-01, eta: 1 day, 23:49:53, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1498, loss: 3.1498, grad_norm: 1.2253 2020-08-01 13:48:44,130 - mmaction - INFO - Epoch [82][860/940] lr: 3.091e-01, eta: 1 day, 23:49:31, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5840, loss_cls: 3.0857, loss: 3.0857, grad_norm: 1.2257 2020-08-01 13:49:05,375 - mmaction - INFO - Epoch [82][880/940] lr: 3.091e-01, eta: 1 day, 23:49:10, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5816, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.2378 2020-08-01 13:49:25,831 - mmaction - INFO - Epoch [82][900/940] lr: 3.091e-01, eta: 1 day, 23:48:48, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5828, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.2378 2020-08-01 13:49:46,737 - mmaction - INFO - Epoch [82][920/940] lr: 3.091e-01, eta: 1 day, 23:48:27, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5668, loss_cls: 3.1261, loss: 3.1261, grad_norm: 1.2144 2020-08-01 13:50:06,796 - mmaction - INFO - Epoch [82][940/940] lr: 3.091e-01, eta: 1 day, 23:48:04, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5767, loss_cls: 3.0954, loss: 3.0954, grad_norm: 1.2339 2020-08-01 13:50:37,257 - mmaction - INFO - Epoch [83][20/940] lr: 3.070e-01, eta: 1 day, 23:48:02, time: 1.507, data_time: 0.449, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5824, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.2501 2020-08-01 13:50:57,818 - mmaction - INFO - Epoch [83][40/940] lr: 3.070e-01, eta: 1 day, 23:47:40, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5842, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.2158 2020-08-01 13:51:18,990 - mmaction - INFO - Epoch [83][60/940] lr: 3.070e-01, eta: 1 day, 23:47:19, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5869, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.2088 2020-08-01 13:51:38,598 - mmaction - INFO - Epoch [83][80/940] lr: 3.070e-01, eta: 1 day, 23:46:55, time: 0.981, data_time: 0.004, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5861, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.2668 2020-08-01 13:51:59,518 - mmaction - INFO - Epoch [83][100/940] lr: 3.070e-01, eta: 1 day, 23:46:33, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5859, loss_cls: 3.0318, loss: 3.0318, grad_norm: 1.2186 2020-08-01 13:52:19,764 - mmaction - INFO - Epoch [83][120/940] lr: 3.070e-01, eta: 1 day, 23:46:11, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5887, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.2475 2020-08-01 13:52:40,957 - mmaction - INFO - Epoch [83][140/940] lr: 3.070e-01, eta: 1 day, 23:45:50, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3418, top5_acc: 0.5887, loss_cls: 3.0268, loss: 3.0268, grad_norm: 1.2391 2020-08-01 13:53:02,228 - mmaction - INFO - Epoch [83][160/940] lr: 3.070e-01, eta: 1 day, 23:45:29, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3146, top5_acc: 0.5705, loss_cls: 3.1218, loss: 3.1218, grad_norm: 1.2520 2020-08-01 13:53:22,090 - mmaction - INFO - Epoch [83][180/940] lr: 3.070e-01, eta: 1 day, 23:45:06, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5762, loss_cls: 3.1129, loss: 3.1129, grad_norm: 1.2553 2020-08-01 13:53:43,886 - mmaction - INFO - Epoch [83][200/940] lr: 3.070e-01, eta: 1 day, 23:44:47, time: 1.090, data_time: 0.010, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5840, loss_cls: 3.1132, loss: 3.1132, grad_norm: 1.2135 2020-08-01 13:54:04,522 - mmaction - INFO - Epoch [83][220/940] lr: 3.070e-01, eta: 1 day, 23:44:25, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3176, top5_acc: 0.5773, loss_cls: 3.1063, loss: 3.1063, grad_norm: 1.2204 2020-08-01 13:54:24,927 - mmaction - INFO - Epoch [83][240/940] lr: 3.070e-01, eta: 1 day, 23:44:02, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5783, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.2495 2020-08-01 13:54:44,983 - mmaction - INFO - Epoch [83][260/940] lr: 3.070e-01, eta: 1 day, 23:43:39, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5754, loss_cls: 3.1114, loss: 3.1114, grad_norm: 1.2454 2020-08-01 13:55:06,106 - mmaction - INFO - Epoch [83][280/940] lr: 3.070e-01, eta: 1 day, 23:43:18, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3246, top5_acc: 0.5836, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.2131 2020-08-01 13:55:25,772 - mmaction - INFO - Epoch [83][300/940] lr: 3.070e-01, eta: 1 day, 23:42:54, time: 0.981, data_time: 0.002, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5939, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.2473 2020-08-01 13:55:45,982 - mmaction - INFO - Epoch [83][320/940] lr: 3.070e-01, eta: 1 day, 23:42:32, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5824, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.2205 2020-08-01 13:56:06,019 - mmaction - INFO - Epoch [83][340/940] lr: 3.070e-01, eta: 1 day, 23:42:08, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5840, loss_cls: 3.0427, loss: 3.0427, grad_norm: 1.2340 2020-08-01 13:56:26,768 - mmaction - INFO - Epoch [83][360/940] lr: 3.070e-01, eta: 1 day, 23:41:47, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5701, loss_cls: 3.1109, loss: 3.1109, grad_norm: 1.2410 2020-08-01 13:56:46,829 - mmaction - INFO - Epoch [83][380/940] lr: 3.070e-01, eta: 1 day, 23:41:24, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.3174, top5_acc: 0.5746, loss_cls: 3.1313, loss: 3.1313, grad_norm: 1.2633 2020-08-01 13:57:08,295 - mmaction - INFO - Epoch [83][400/940] lr: 3.070e-01, eta: 1 day, 23:41:03, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5752, loss_cls: 3.0926, loss: 3.0926, grad_norm: 1.2221 2020-08-01 13:57:28,195 - mmaction - INFO - Epoch [83][420/940] lr: 3.070e-01, eta: 1 day, 23:40:40, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5939, loss_cls: 3.0374, loss: 3.0374, grad_norm: 1.2393 2020-08-01 13:57:48,384 - mmaction - INFO - Epoch [83][440/940] lr: 3.070e-01, eta: 1 day, 23:40:17, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5795, loss_cls: 3.0627, loss: 3.0627, grad_norm: 1.2440 2020-08-01 13:58:08,939 - mmaction - INFO - Epoch [83][460/940] lr: 3.070e-01, eta: 1 day, 23:39:55, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5783, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.2599 2020-08-01 13:58:29,372 - mmaction - INFO - Epoch [83][480/940] lr: 3.070e-01, eta: 1 day, 23:39:33, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5805, loss_cls: 3.0750, loss: 3.0750, grad_norm: 1.2276 2020-08-01 13:58:49,557 - mmaction - INFO - Epoch [83][500/940] lr: 3.070e-01, eta: 1 day, 23:39:10, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5766, loss_cls: 3.1230, loss: 3.1230, grad_norm: 1.2418 2020-08-01 13:59:09,821 - mmaction - INFO - Epoch [83][520/940] lr: 3.070e-01, eta: 1 day, 23:38:47, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5783, loss_cls: 3.0968, loss: 3.0968, grad_norm: 1.2255 2020-08-01 13:59:30,379 - mmaction - INFO - Epoch [83][540/940] lr: 3.070e-01, eta: 1 day, 23:38:25, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5867, loss_cls: 3.0532, loss: 3.0532, grad_norm: 1.2274 2020-08-01 13:59:50,902 - mmaction - INFO - Epoch [83][560/940] lr: 3.070e-01, eta: 1 day, 23:38:03, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5680, loss_cls: 3.1670, loss: 3.1670, grad_norm: 1.2338 2020-08-01 14:00:14,469 - mmaction - INFO - Epoch [83][580/940] lr: 3.070e-01, eta: 1 day, 23:37:47, time: 1.172, data_time: 0.009, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5787, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.2048 2020-08-01 14:00:34,601 - mmaction - INFO - Epoch [83][600/940] lr: 3.070e-01, eta: 1 day, 23:37:24, time: 1.011, data_time: 0.020, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5811, loss_cls: 3.0912, loss: 3.0912, grad_norm: 1.2595 2020-08-01 14:00:55,514 - mmaction - INFO - Epoch [83][620/940] lr: 3.070e-01, eta: 1 day, 23:37:03, time: 1.047, data_time: 0.012, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5699, loss_cls: 3.0809, loss: 3.0809, grad_norm: 1.2286 2020-08-01 14:01:16,679 - mmaction - INFO - Epoch [83][640/940] lr: 3.070e-01, eta: 1 day, 23:36:42, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5771, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.2284 2020-08-01 14:01:36,743 - mmaction - INFO - Epoch [83][660/940] lr: 3.070e-01, eta: 1 day, 23:36:19, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5781, loss_cls: 3.0746, loss: 3.0746, grad_norm: 1.2233 2020-08-01 14:01:56,744 - mmaction - INFO - Epoch [83][680/940] lr: 3.070e-01, eta: 1 day, 23:35:56, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5807, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.2068 2020-08-01 14:02:17,031 - mmaction - INFO - Epoch [83][700/940] lr: 3.070e-01, eta: 1 day, 23:35:33, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5807, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2463 2020-08-01 14:02:37,568 - mmaction - INFO - Epoch [83][720/940] lr: 3.070e-01, eta: 1 day, 23:35:11, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5637, loss_cls: 3.1418, loss: 3.1418, grad_norm: 1.2319 2020-08-01 14:02:58,027 - mmaction - INFO - Epoch [83][740/940] lr: 3.070e-01, eta: 1 day, 23:34:49, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1354, loss: 3.1354, grad_norm: 1.2225 2020-08-01 14:03:17,850 - mmaction - INFO - Epoch [83][760/940] lr: 3.070e-01, eta: 1 day, 23:34:25, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5818, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.2207 2020-08-01 14:03:37,586 - mmaction - INFO - Epoch [83][780/940] lr: 3.070e-01, eta: 1 day, 23:34:02, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5795, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.2237 2020-08-01 14:03:57,950 - mmaction - INFO - Epoch [83][800/940] lr: 3.070e-01, eta: 1 day, 23:33:39, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5707, loss_cls: 3.1275, loss: 3.1275, grad_norm: 1.2289 2020-08-01 14:04:18,491 - mmaction - INFO - Epoch [83][820/940] lr: 3.070e-01, eta: 1 day, 23:33:17, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5873, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.1975 2020-08-01 14:04:39,700 - mmaction - INFO - Epoch [83][840/940] lr: 3.070e-01, eta: 1 day, 23:32:56, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5811, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.2369 2020-08-01 14:04:59,917 - mmaction - INFO - Epoch [83][860/940] lr: 3.070e-01, eta: 1 day, 23:32:34, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5809, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.2332 2020-08-01 14:05:20,267 - mmaction - INFO - Epoch [83][880/940] lr: 3.070e-01, eta: 1 day, 23:32:11, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5775, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.2388 2020-08-01 14:05:40,612 - mmaction - INFO - Epoch [83][900/940] lr: 3.070e-01, eta: 1 day, 23:31:49, time: 1.015, data_time: 0.002, memory: 6199, top1_acc: 0.3166, top5_acc: 0.5738, loss_cls: 3.1241, loss: 3.1241, grad_norm: 1.2336 2020-08-01 14:06:01,098 - mmaction - INFO - Epoch [83][920/940] lr: 3.070e-01, eta: 1 day, 23:31:27, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5787, loss_cls: 3.1115, loss: 3.1115, grad_norm: 1.2212 2020-08-01 14:06:19,898 - mmaction - INFO - Epoch [83][940/940] lr: 3.070e-01, eta: 1 day, 23:31:01, time: 0.940, data_time: 0.004, memory: 6199, top1_acc: 0.3255, top5_acc: 0.5789, loss_cls: 3.0853, loss: 3.0853, grad_norm: 1.2448 2020-08-01 14:06:59,346 - mmaction - INFO - Epoch [84][20/940] lr: 3.049e-01, eta: 1 day, 23:31:17, time: 1.946, data_time: 0.669, memory: 6199, top1_acc: 0.3113, top5_acc: 0.5648, loss_cls: 3.1385, loss: 3.1385, grad_norm: 1.2423 2020-08-01 14:07:19,155 - mmaction - INFO - Epoch [84][40/940] lr: 3.049e-01, eta: 1 day, 23:30:54, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3402, top5_acc: 0.5893, loss_cls: 3.0295, loss: 3.0295, grad_norm: 1.1997 2020-08-01 14:07:39,624 - mmaction - INFO - Epoch [84][60/940] lr: 3.049e-01, eta: 1 day, 23:30:31, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5939, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.2355 2020-08-01 14:07:59,834 - mmaction - INFO - Epoch [84][80/940] lr: 3.049e-01, eta: 1 day, 23:30:08, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5783, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.2259 2020-08-01 14:08:20,917 - mmaction - INFO - Epoch [84][100/940] lr: 3.049e-01, eta: 1 day, 23:29:47, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5756, loss_cls: 3.0813, loss: 3.0813, grad_norm: 1.2576 2020-08-01 14:08:41,309 - mmaction - INFO - Epoch [84][120/940] lr: 3.049e-01, eta: 1 day, 23:29:25, time: 1.023, data_time: 0.012, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5809, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.2133 2020-08-01 14:09:02,753 - mmaction - INFO - Epoch [84][140/940] lr: 3.049e-01, eta: 1 day, 23:29:05, time: 1.071, data_time: 0.003, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5863, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.2386 2020-08-01 14:09:24,427 - mmaction - INFO - Epoch [84][160/940] lr: 3.049e-01, eta: 1 day, 23:28:45, time: 1.083, data_time: 0.009, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5846, loss_cls: 3.0917, loss: 3.0917, grad_norm: 1.2598 2020-08-01 14:09:45,020 - mmaction - INFO - Epoch [84][180/940] lr: 3.049e-01, eta: 1 day, 23:28:23, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5799, loss_cls: 3.0767, loss: 3.0767, grad_norm: 1.2500 2020-08-01 14:10:06,568 - mmaction - INFO - Epoch [84][200/940] lr: 3.049e-01, eta: 1 day, 23:28:03, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5813, loss_cls: 3.1041, loss: 3.1041, grad_norm: 1.2487 2020-08-01 14:10:28,008 - mmaction - INFO - Epoch [84][220/940] lr: 3.049e-01, eta: 1 day, 23:27:43, time: 1.072, data_time: 0.004, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5813, loss_cls: 3.0665, loss: 3.0665, grad_norm: 1.2304 2020-08-01 14:10:49,280 - mmaction - INFO - Epoch [84][240/940] lr: 3.049e-01, eta: 1 day, 23:27:22, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3154, top5_acc: 0.5699, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.2439 2020-08-01 14:11:10,496 - mmaction - INFO - Epoch [84][260/940] lr: 3.049e-01, eta: 1 day, 23:27:02, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3191, top5_acc: 0.5787, loss_cls: 3.0909, loss: 3.0909, grad_norm: 1.2365 2020-08-01 14:11:31,564 - mmaction - INFO - Epoch [84][280/940] lr: 3.049e-01, eta: 1 day, 23:26:41, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5807, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.2253 2020-08-01 14:11:53,012 - mmaction - INFO - Epoch [84][300/940] lr: 3.049e-01, eta: 1 day, 23:26:21, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5863, loss_cls: 3.0614, loss: 3.0614, grad_norm: 1.2425 2020-08-01 14:12:12,826 - mmaction - INFO - Epoch [84][320/940] lr: 3.049e-01, eta: 1 day, 23:25:57, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5813, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.2511 2020-08-01 14:12:33,452 - mmaction - INFO - Epoch [84][340/940] lr: 3.049e-01, eta: 1 day, 23:25:35, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5760, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2498 2020-08-01 14:12:54,832 - mmaction - INFO - Epoch [84][360/940] lr: 3.049e-01, eta: 1 day, 23:25:15, time: 1.069, data_time: 0.003, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5725, loss_cls: 3.1191, loss: 3.1191, grad_norm: 1.2159 2020-08-01 14:13:15,600 - mmaction - INFO - Epoch [84][380/940] lr: 3.049e-01, eta: 1 day, 23:24:53, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5871, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.2513 2020-08-01 14:13:36,332 - mmaction - INFO - Epoch [84][400/940] lr: 3.049e-01, eta: 1 day, 23:24:31, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1342, loss: 3.1342, grad_norm: 1.2306 2020-08-01 14:13:56,315 - mmaction - INFO - Epoch [84][420/940] lr: 3.049e-01, eta: 1 day, 23:24:08, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5766, loss_cls: 3.0871, loss: 3.0871, grad_norm: 1.2192 2020-08-01 14:14:17,033 - mmaction - INFO - Epoch [84][440/940] lr: 3.049e-01, eta: 1 day, 23:23:46, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5861, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.2442 2020-08-01 14:14:38,321 - mmaction - INFO - Epoch [84][460/940] lr: 3.049e-01, eta: 1 day, 23:23:26, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5762, loss_cls: 3.0628, loss: 3.0628, grad_norm: 1.2259 2020-08-01 14:14:59,732 - mmaction - INFO - Epoch [84][480/940] lr: 3.049e-01, eta: 1 day, 23:23:06, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5754, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.2482 2020-08-01 14:15:20,538 - mmaction - INFO - Epoch [84][500/940] lr: 3.049e-01, eta: 1 day, 23:22:44, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5840, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.2455 2020-08-01 14:15:41,667 - mmaction - INFO - Epoch [84][520/940] lr: 3.049e-01, eta: 1 day, 23:22:23, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5861, loss_cls: 3.0397, loss: 3.0397, grad_norm: 1.2662 2020-08-01 14:16:02,968 - mmaction - INFO - Epoch [84][540/940] lr: 3.049e-01, eta: 1 day, 23:22:03, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5797, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.2357 2020-08-01 14:16:23,635 - mmaction - INFO - Epoch [84][560/940] lr: 3.049e-01, eta: 1 day, 23:21:41, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5787, loss_cls: 3.1015, loss: 3.1015, grad_norm: 1.2381 2020-08-01 14:16:45,088 - mmaction - INFO - Epoch [84][580/940] lr: 3.049e-01, eta: 1 day, 23:21:21, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5824, loss_cls: 3.0854, loss: 3.0854, grad_norm: 1.2398 2020-08-01 14:17:06,345 - mmaction - INFO - Epoch [84][600/940] lr: 3.049e-01, eta: 1 day, 23:21:00, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5873, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.2198 2020-08-01 14:17:27,213 - mmaction - INFO - Epoch [84][620/940] lr: 3.049e-01, eta: 1 day, 23:20:39, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5748, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.2601 2020-08-01 14:17:47,867 - mmaction - INFO - Epoch [84][640/940] lr: 3.049e-01, eta: 1 day, 23:20:17, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5756, loss_cls: 3.0937, loss: 3.0937, grad_norm: 1.2399 2020-08-01 14:18:08,019 - mmaction - INFO - Epoch [84][660/940] lr: 3.049e-01, eta: 1 day, 23:19:54, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5805, loss_cls: 3.0859, loss: 3.0859, grad_norm: 1.2228 2020-08-01 14:18:29,174 - mmaction - INFO - Epoch [84][680/940] lr: 3.049e-01, eta: 1 day, 23:19:33, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5887, loss_cls: 3.0453, loss: 3.0453, grad_norm: 1.2247 2020-08-01 14:18:50,585 - mmaction - INFO - Epoch [84][700/940] lr: 3.049e-01, eta: 1 day, 23:19:13, time: 1.070, data_time: 0.005, memory: 6199, top1_acc: 0.3168, top5_acc: 0.5791, loss_cls: 3.1205, loss: 3.1205, grad_norm: 1.2560 2020-08-01 14:19:12,582 - mmaction - INFO - Epoch [84][720/940] lr: 3.049e-01, eta: 1 day, 23:18:54, time: 1.098, data_time: 0.006, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5734, loss_cls: 3.1124, loss: 3.1124, grad_norm: 1.2304 2020-08-01 14:19:34,155 - mmaction - INFO - Epoch [84][740/940] lr: 3.049e-01, eta: 1 day, 23:18:34, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5787, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.2219 2020-08-01 14:19:55,108 - mmaction - INFO - Epoch [84][760/940] lr: 3.049e-01, eta: 1 day, 23:18:13, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5703, loss_cls: 3.1013, loss: 3.1013, grad_norm: 1.2146 2020-08-01 14:20:15,830 - mmaction - INFO - Epoch [84][780/940] lr: 3.049e-01, eta: 1 day, 23:17:51, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5883, loss_cls: 3.0741, loss: 3.0741, grad_norm: 1.2572 2020-08-01 14:20:36,004 - mmaction - INFO - Epoch [84][800/940] lr: 3.049e-01, eta: 1 day, 23:17:28, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3186, top5_acc: 0.5779, loss_cls: 3.0960, loss: 3.0960, grad_norm: 1.2387 2020-08-01 14:20:57,024 - mmaction - INFO - Epoch [84][820/940] lr: 3.049e-01, eta: 1 day, 23:17:07, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3332, top5_acc: 0.5875, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.2191 2020-08-01 14:21:18,248 - mmaction - INFO - Epoch [84][840/940] lr: 3.049e-01, eta: 1 day, 23:16:46, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.2316 2020-08-01 14:21:39,490 - mmaction - INFO - Epoch [84][860/940] lr: 3.049e-01, eta: 1 day, 23:16:26, time: 1.061, data_time: 0.002, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5758, loss_cls: 3.1143, loss: 3.1143, grad_norm: 1.2405 2020-08-01 14:21:59,525 - mmaction - INFO - Epoch [84][880/940] lr: 3.049e-01, eta: 1 day, 23:16:03, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5826, loss_cls: 3.1002, loss: 3.1002, grad_norm: 1.2215 2020-08-01 14:22:21,060 - mmaction - INFO - Epoch [84][900/940] lr: 3.049e-01, eta: 1 day, 23:15:43, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.3201, top5_acc: 0.5744, loss_cls: 3.1404, loss: 3.1404, grad_norm: 1.2555 2020-08-01 14:22:41,726 - mmaction - INFO - Epoch [84][920/940] lr: 3.049e-01, eta: 1 day, 23:15:21, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5859, loss_cls: 3.1004, loss: 3.1004, grad_norm: 1.2536 2020-08-01 14:23:01,464 - mmaction - INFO - Epoch [84][940/940] lr: 3.049e-01, eta: 1 day, 23:14:57, time: 0.985, data_time: 0.010, memory: 6199, top1_acc: 0.3419, top5_acc: 0.5960, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.2478 2020-08-01 14:23:01,745 - mmaction - INFO - Saving checkpoint at 84 epochs 2020-08-01 14:23:31,989 - mmaction - INFO - Epoch [85][20/940] lr: 3.028e-01, eta: 1 day, 23:14:50, time: 1.392, data_time: 0.398, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5965, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.2354 2020-08-01 14:23:51,702 - mmaction - INFO - Epoch [85][40/940] lr: 3.028e-01, eta: 1 day, 23:14:26, time: 0.992, data_time: 0.010, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5973, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.2589 2020-08-01 14:24:13,581 - mmaction - INFO - Epoch [85][60/940] lr: 3.028e-01, eta: 1 day, 23:14:07, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5775, loss_cls: 3.1138, loss: 3.1138, grad_norm: 1.2518 2020-08-01 14:24:34,554 - mmaction - INFO - Epoch [85][80/940] lr: 3.028e-01, eta: 1 day, 23:13:46, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5834, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.2226 2020-08-01 14:24:55,938 - mmaction - INFO - Epoch [85][100/940] lr: 3.028e-01, eta: 1 day, 23:13:26, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5871, loss_cls: 3.0596, loss: 3.0596, grad_norm: 1.2153 2020-08-01 14:25:17,555 - mmaction - INFO - Epoch [85][120/940] lr: 3.028e-01, eta: 1 day, 23:13:06, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5777, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.2394 2020-08-01 14:25:39,558 - mmaction - INFO - Epoch [85][140/940] lr: 3.028e-01, eta: 1 day, 23:12:47, time: 1.102, data_time: 0.013, memory: 6199, top1_acc: 0.3346, top5_acc: 0.5875, loss_cls: 3.0567, loss: 3.0567, grad_norm: 1.2265 2020-08-01 14:26:00,176 - mmaction - INFO - Epoch [85][160/940] lr: 3.028e-01, eta: 1 day, 23:12:25, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5834, loss_cls: 3.0611, loss: 3.0611, grad_norm: 1.2254 2020-08-01 14:26:20,897 - mmaction - INFO - Epoch [85][180/940] lr: 3.028e-01, eta: 1 day, 23:12:03, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5715, loss_cls: 3.1047, loss: 3.1047, grad_norm: 1.2464 2020-08-01 14:26:41,529 - mmaction - INFO - Epoch [85][200/940] lr: 3.028e-01, eta: 1 day, 23:11:41, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3309, top5_acc: 0.5879, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.2611 2020-08-01 14:27:02,269 - mmaction - INFO - Epoch [85][220/940] lr: 3.028e-01, eta: 1 day, 23:11:20, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5852, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.2222 2020-08-01 14:27:23,530 - mmaction - INFO - Epoch [85][240/940] lr: 3.028e-01, eta: 1 day, 23:10:59, time: 1.062, data_time: 0.004, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5803, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.2394 2020-08-01 14:27:44,555 - mmaction - INFO - Epoch [85][260/940] lr: 3.028e-01, eta: 1 day, 23:10:38, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5828, loss_cls: 3.0655, loss: 3.0655, grad_norm: 1.2177 2020-08-01 14:28:06,057 - mmaction - INFO - Epoch [85][280/940] lr: 3.028e-01, eta: 1 day, 23:10:18, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5764, loss_cls: 3.0974, loss: 3.0974, grad_norm: 1.2401 2020-08-01 14:28:27,120 - mmaction - INFO - Epoch [85][300/940] lr: 3.028e-01, eta: 1 day, 23:09:56, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5822, loss_cls: 3.0925, loss: 3.0925, grad_norm: 1.2510 2020-08-01 14:28:47,707 - mmaction - INFO - Epoch [85][320/940] lr: 3.028e-01, eta: 1 day, 23:09:35, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3232, top5_acc: 0.5807, loss_cls: 3.0956, loss: 3.0956, grad_norm: 1.2318 2020-08-01 14:29:08,144 - mmaction - INFO - Epoch [85][340/940] lr: 3.028e-01, eta: 1 day, 23:09:12, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5891, loss_cls: 3.0366, loss: 3.0366, grad_norm: 1.2291 2020-08-01 14:29:29,081 - mmaction - INFO - Epoch [85][360/940] lr: 3.028e-01, eta: 1 day, 23:08:51, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3193, top5_acc: 0.5730, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.2436 2020-08-01 14:29:50,804 - mmaction - INFO - Epoch [85][380/940] lr: 3.028e-01, eta: 1 day, 23:08:31, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5781, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.2227 2020-08-01 14:30:11,374 - mmaction - INFO - Epoch [85][400/940] lr: 3.028e-01, eta: 1 day, 23:08:10, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3383, top5_acc: 0.6004, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.2476 2020-08-01 14:30:33,138 - mmaction - INFO - Epoch [85][420/940] lr: 3.028e-01, eta: 1 day, 23:07:50, time: 1.087, data_time: 0.005, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5807, loss_cls: 3.0958, loss: 3.0958, grad_norm: 1.2439 2020-08-01 14:30:53,059 - mmaction - INFO - Epoch [85][440/940] lr: 3.028e-01, eta: 1 day, 23:07:27, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5803, loss_cls: 3.0684, loss: 3.0684, grad_norm: 1.2592 2020-08-01 14:31:14,545 - mmaction - INFO - Epoch [85][460/940] lr: 3.028e-01, eta: 1 day, 23:07:06, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5783, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.2111 2020-08-01 14:31:36,613 - mmaction - INFO - Epoch [85][480/940] lr: 3.028e-01, eta: 1 day, 23:06:47, time: 1.102, data_time: 0.006, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5893, loss_cls: 3.0418, loss: 3.0418, grad_norm: 1.2484 2020-08-01 14:31:57,621 - mmaction - INFO - Epoch [85][500/940] lr: 3.028e-01, eta: 1 day, 23:06:26, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5779, loss_cls: 3.0742, loss: 3.0742, grad_norm: 1.2495 2020-08-01 14:32:17,949 - mmaction - INFO - Epoch [85][520/940] lr: 3.028e-01, eta: 1 day, 23:06:04, time: 1.016, data_time: 0.002, memory: 6199, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1183, loss: 3.1183, grad_norm: 1.2478 2020-08-01 14:32:38,393 - mmaction - INFO - Epoch [85][540/940] lr: 3.028e-01, eta: 1 day, 23:05:42, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5762, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.2358 2020-08-01 14:32:58,985 - mmaction - INFO - Epoch [85][560/940] lr: 3.028e-01, eta: 1 day, 23:05:20, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.3338, top5_acc: 0.5773, loss_cls: 3.0730, loss: 3.0730, grad_norm: 1.2571 2020-08-01 14:33:20,171 - mmaction - INFO - Epoch [85][580/940] lr: 3.028e-01, eta: 1 day, 23:04:59, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5865, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.2562 2020-08-01 14:33:41,603 - mmaction - INFO - Epoch [85][600/940] lr: 3.028e-01, eta: 1 day, 23:04:39, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5861, loss_cls: 3.0606, loss: 3.0606, grad_norm: 1.2602 2020-08-01 14:34:02,372 - mmaction - INFO - Epoch [85][620/940] lr: 3.028e-01, eta: 1 day, 23:04:17, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5811, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.2435 2020-08-01 14:34:23,408 - mmaction - INFO - Epoch [85][640/940] lr: 3.028e-01, eta: 1 day, 23:03:56, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5713, loss_cls: 3.1071, loss: 3.1071, grad_norm: 1.2529 2020-08-01 14:34:44,299 - mmaction - INFO - Epoch [85][660/940] lr: 3.028e-01, eta: 1 day, 23:03:35, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.0667, loss: 3.0667, grad_norm: 1.2203 2020-08-01 14:35:05,110 - mmaction - INFO - Epoch [85][680/940] lr: 3.028e-01, eta: 1 day, 23:03:13, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.3273, top5_acc: 0.5764, loss_cls: 3.0858, loss: 3.0858, grad_norm: 1.2467 2020-08-01 14:35:26,529 - mmaction - INFO - Epoch [85][700/940] lr: 3.028e-01, eta: 1 day, 23:02:53, time: 1.071, data_time: 0.003, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5709, loss_cls: 3.0785, loss: 3.0785, grad_norm: 1.2436 2020-08-01 14:35:46,647 - mmaction - INFO - Epoch [85][720/940] lr: 3.028e-01, eta: 1 day, 23:02:30, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0827, loss: 3.0827, grad_norm: 1.2497 2020-08-01 14:36:07,328 - mmaction - INFO - Epoch [85][740/940] lr: 3.028e-01, eta: 1 day, 23:02:08, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5885, loss_cls: 3.0421, loss: 3.0421, grad_norm: 1.2589 2020-08-01 14:36:28,916 - mmaction - INFO - Epoch [85][760/940] lr: 3.028e-01, eta: 1 day, 23:01:48, time: 1.078, data_time: 0.002, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5740, loss_cls: 3.0975, loss: 3.0975, grad_norm: 1.2696 2020-08-01 14:36:49,600 - mmaction - INFO - Epoch [85][780/940] lr: 3.028e-01, eta: 1 day, 23:01:26, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3160, top5_acc: 0.5711, loss_cls: 3.1322, loss: 3.1322, grad_norm: 1.2488 2020-08-01 14:37:10,122 - mmaction - INFO - Epoch [85][800/940] lr: 3.028e-01, eta: 1 day, 23:01:04, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5736, loss_cls: 3.1291, loss: 3.1291, grad_norm: 1.2412 2020-08-01 14:37:30,790 - mmaction - INFO - Epoch [85][820/940] lr: 3.028e-01, eta: 1 day, 23:00:43, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5898, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.2342 2020-08-01 14:37:51,295 - mmaction - INFO - Epoch [85][840/940] lr: 3.028e-01, eta: 1 day, 23:00:20, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5951, loss_cls: 3.0560, loss: 3.0560, grad_norm: 1.2342 2020-08-01 14:38:12,430 - mmaction - INFO - Epoch [85][860/940] lr: 3.028e-01, eta: 1 day, 23:00:00, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5738, loss_cls: 3.1316, loss: 3.1316, grad_norm: 1.2406 2020-08-01 14:38:34,069 - mmaction - INFO - Epoch [85][880/940] lr: 3.028e-01, eta: 1 day, 22:59:40, time: 1.079, data_time: 0.009, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5848, loss_cls: 3.0293, loss: 3.0293, grad_norm: 1.2230 2020-08-01 14:38:54,257 - mmaction - INFO - Epoch [85][900/940] lr: 3.028e-01, eta: 1 day, 22:59:17, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5762, loss_cls: 3.0739, loss: 3.0739, grad_norm: 1.2688 2020-08-01 14:39:16,018 - mmaction - INFO - Epoch [85][920/940] lr: 3.028e-01, eta: 1 day, 22:58:57, time: 1.089, data_time: 0.006, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5738, loss_cls: 3.1127, loss: 3.1127, grad_norm: 1.2228 2020-08-01 14:39:35,985 - mmaction - INFO - Epoch [85][940/940] lr: 3.028e-01, eta: 1 day, 22:58:34, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.3222, top5_acc: 0.5686, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.2235 2020-08-01 14:40:06,448 - mmaction - INFO - Epoch [86][20/940] lr: 3.007e-01, eta: 1 day, 22:58:31, time: 1.507, data_time: 0.480, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5863, loss_cls: 3.0770, loss: 3.0770, grad_norm: 1.2383 2020-08-01 14:40:27,054 - mmaction - INFO - Epoch [86][40/940] lr: 3.007e-01, eta: 1 day, 22:58:10, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.3338, top5_acc: 0.5941, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.2236 2020-08-01 14:40:48,472 - mmaction - INFO - Epoch [86][60/940] lr: 3.007e-01, eta: 1 day, 22:57:49, time: 1.070, data_time: 0.005, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5840, loss_cls: 3.0674, loss: 3.0674, grad_norm: 1.2528 2020-08-01 14:41:08,650 - mmaction - INFO - Epoch [86][80/940] lr: 3.007e-01, eta: 1 day, 22:57:26, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5779, loss_cls: 3.1174, loss: 3.1174, grad_norm: 1.2264 2020-08-01 14:41:29,689 - mmaction - INFO - Epoch [86][100/940] lr: 3.007e-01, eta: 1 day, 22:57:05, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5773, loss_cls: 3.1077, loss: 3.1077, grad_norm: 1.2455 2020-08-01 14:41:50,775 - mmaction - INFO - Epoch [86][120/940] lr: 3.007e-01, eta: 1 day, 22:56:44, time: 1.056, data_time: 0.010, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5809, loss_cls: 3.0541, loss: 3.0541, grad_norm: 1.2164 2020-08-01 14:42:10,588 - mmaction - INFO - Epoch [86][140/940] lr: 3.007e-01, eta: 1 day, 22:56:21, time: 0.989, data_time: 0.002, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5906, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.2449 2020-08-01 14:42:30,815 - mmaction - INFO - Epoch [86][160/940] lr: 3.007e-01, eta: 1 day, 22:55:58, time: 1.012, data_time: 0.004, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5898, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.2170 2020-08-01 14:42:53,124 - mmaction - INFO - Epoch [86][180/940] lr: 3.007e-01, eta: 1 day, 22:55:40, time: 1.114, data_time: 0.007, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5965, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.2677 2020-08-01 14:43:13,712 - mmaction - INFO - Epoch [86][200/940] lr: 3.007e-01, eta: 1 day, 22:55:18, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5777, loss_cls: 3.0755, loss: 3.0755, grad_norm: 1.2191 2020-08-01 14:43:34,201 - mmaction - INFO - Epoch [86][220/940] lr: 3.007e-01, eta: 1 day, 22:54:55, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5832, loss_cls: 3.0577, loss: 3.0577, grad_norm: 1.2342 2020-08-01 14:43:55,067 - mmaction - INFO - Epoch [86][240/940] lr: 3.007e-01, eta: 1 day, 22:54:34, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5822, loss_cls: 3.1022, loss: 3.1022, grad_norm: 1.2450 2020-08-01 14:44:15,300 - mmaction - INFO - Epoch [86][260/940] lr: 3.007e-01, eta: 1 day, 22:54:11, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5895, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.2596 2020-08-01 14:44:36,726 - mmaction - INFO - Epoch [86][280/940] lr: 3.007e-01, eta: 1 day, 22:53:51, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5795, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.2692 2020-08-01 14:44:57,546 - mmaction - INFO - Epoch [86][300/940] lr: 3.007e-01, eta: 1 day, 22:53:30, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.3145, top5_acc: 0.5818, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.2353 2020-08-01 14:45:18,443 - mmaction - INFO - Epoch [86][320/940] lr: 3.007e-01, eta: 1 day, 22:53:08, time: 1.051, data_time: 0.010, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5900, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.2441 2020-08-01 14:45:39,097 - mmaction - INFO - Epoch [86][340/940] lr: 3.007e-01, eta: 1 day, 22:52:46, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5924, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.2556 2020-08-01 14:46:00,395 - mmaction - INFO - Epoch [86][360/940] lr: 3.007e-01, eta: 1 day, 22:52:26, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3457, top5_acc: 0.5852, loss_cls: 3.0354, loss: 3.0354, grad_norm: 1.2221 2020-08-01 14:46:21,018 - mmaction - INFO - Epoch [86][380/940] lr: 3.007e-01, eta: 1 day, 22:52:04, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5805, loss_cls: 3.1008, loss: 3.1008, grad_norm: 1.2552 2020-08-01 14:46:41,387 - mmaction - INFO - Epoch [86][400/940] lr: 3.007e-01, eta: 1 day, 22:51:42, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.2469 2020-08-01 14:47:02,212 - mmaction - INFO - Epoch [86][420/940] lr: 3.007e-01, eta: 1 day, 22:51:20, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5879, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.2531 2020-08-01 14:47:22,885 - mmaction - INFO - Epoch [86][440/940] lr: 3.007e-01, eta: 1 day, 22:50:59, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5752, loss_cls: 3.1009, loss: 3.1009, grad_norm: 1.2614 2020-08-01 14:47:44,156 - mmaction - INFO - Epoch [86][460/940] lr: 3.007e-01, eta: 1 day, 22:50:38, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5879, loss_cls: 3.0671, loss: 3.0671, grad_norm: 1.2593 2020-08-01 14:48:04,534 - mmaction - INFO - Epoch [86][480/940] lr: 3.007e-01, eta: 1 day, 22:50:15, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5916, loss_cls: 3.0637, loss: 3.0637, grad_norm: 1.2573 2020-08-01 14:48:24,690 - mmaction - INFO - Epoch [86][500/940] lr: 3.007e-01, eta: 1 day, 22:49:53, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5762, loss_cls: 3.0936, loss: 3.0936, grad_norm: 1.2608 2020-08-01 14:48:46,427 - mmaction - INFO - Epoch [86][520/940] lr: 3.007e-01, eta: 1 day, 22:49:33, time: 1.087, data_time: 0.009, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5785, loss_cls: 3.1059, loss: 3.1059, grad_norm: 1.2610 2020-08-01 14:49:07,225 - mmaction - INFO - Epoch [86][540/940] lr: 3.007e-01, eta: 1 day, 22:49:11, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5941, loss_cls: 3.0170, loss: 3.0170, grad_norm: 1.2477 2020-08-01 14:49:28,149 - mmaction - INFO - Epoch [86][560/940] lr: 3.007e-01, eta: 1 day, 22:48:50, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5889, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.2674 2020-08-01 14:49:48,892 - mmaction - INFO - Epoch [86][580/940] lr: 3.007e-01, eta: 1 day, 22:48:29, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3332, top5_acc: 0.5781, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.2263 2020-08-01 14:50:10,513 - mmaction - INFO - Epoch [86][600/940] lr: 3.007e-01, eta: 1 day, 22:48:09, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5787, loss_cls: 3.1085, loss: 3.1085, grad_norm: 1.2515 2020-08-01 14:50:31,828 - mmaction - INFO - Epoch [86][620/940] lr: 3.007e-01, eta: 1 day, 22:47:48, time: 1.065, data_time: 0.003, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5775, loss_cls: 3.1179, loss: 3.1179, grad_norm: 1.2388 2020-08-01 14:50:52,215 - mmaction - INFO - Epoch [86][640/940] lr: 3.007e-01, eta: 1 day, 22:47:26, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5771, loss_cls: 3.1094, loss: 3.1094, grad_norm: 1.2338 2020-08-01 14:51:13,706 - mmaction - INFO - Epoch [86][660/940] lr: 3.007e-01, eta: 1 day, 22:47:06, time: 1.076, data_time: 0.006, memory: 6199, top1_acc: 0.3187, top5_acc: 0.5785, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.2378 2020-08-01 14:51:34,147 - mmaction - INFO - Epoch [86][680/940] lr: 3.007e-01, eta: 1 day, 22:46:43, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5850, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.2367 2020-08-01 14:51:56,664 - mmaction - INFO - Epoch [86][700/940] lr: 3.007e-01, eta: 1 day, 22:46:25, time: 1.123, data_time: 0.005, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5898, loss_cls: 3.0707, loss: 3.0707, grad_norm: 1.2569 2020-08-01 14:52:17,221 - mmaction - INFO - Epoch [86][720/940] lr: 3.007e-01, eta: 1 day, 22:46:03, time: 1.031, data_time: 0.011, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5785, loss_cls: 3.1170, loss: 3.1170, grad_norm: 1.2590 2020-08-01 14:52:37,928 - mmaction - INFO - Epoch [86][740/940] lr: 3.007e-01, eta: 1 day, 22:45:42, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5818, loss_cls: 3.0987, loss: 3.0987, grad_norm: 1.2456 2020-08-01 14:52:59,411 - mmaction - INFO - Epoch [86][760/940] lr: 3.007e-01, eta: 1 day, 22:45:21, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3225, top5_acc: 0.5781, loss_cls: 3.1037, loss: 3.1037, grad_norm: 1.2625 2020-08-01 14:53:21,010 - mmaction - INFO - Epoch [86][780/940] lr: 3.007e-01, eta: 1 day, 22:45:01, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5779, loss_cls: 3.0660, loss: 3.0660, grad_norm: 1.2494 2020-08-01 14:53:42,119 - mmaction - INFO - Epoch [86][800/940] lr: 3.007e-01, eta: 1 day, 22:44:41, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5793, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.2502 2020-08-01 14:54:02,504 - mmaction - INFO - Epoch [86][820/940] lr: 3.007e-01, eta: 1 day, 22:44:18, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5947, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.2429 2020-08-01 14:54:23,341 - mmaction - INFO - Epoch [86][840/940] lr: 3.007e-01, eta: 1 day, 22:43:57, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5789, loss_cls: 3.1027, loss: 3.1027, grad_norm: 1.2589 2020-08-01 14:54:43,817 - mmaction - INFO - Epoch [86][860/940] lr: 3.007e-01, eta: 1 day, 22:43:35, time: 1.025, data_time: 0.010, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5785, loss_cls: 3.1007, loss: 3.1007, grad_norm: 1.2626 2020-08-01 14:55:04,675 - mmaction - INFO - Epoch [86][880/940] lr: 3.007e-01, eta: 1 day, 22:43:13, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5748, loss_cls: 3.0889, loss: 3.0889, grad_norm: 1.2294 2020-08-01 14:55:25,473 - mmaction - INFO - Epoch [86][900/940] lr: 3.007e-01, eta: 1 day, 22:42:52, time: 1.040, data_time: 0.003, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5857, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.2260 2020-08-01 14:55:45,858 - mmaction - INFO - Epoch [86][920/940] lr: 3.007e-01, eta: 1 day, 22:42:29, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.3400, top5_acc: 0.5842, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.2361 2020-08-01 14:56:08,602 - mmaction - INFO - Epoch [86][940/940] lr: 3.007e-01, eta: 1 day, 22:42:12, time: 1.137, data_time: 0.006, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5797, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.2453 2020-08-01 14:56:39,085 - mmaction - INFO - Epoch [87][20/940] lr: 2.986e-01, eta: 1 day, 22:42:09, time: 1.507, data_time: 0.462, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5889, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.2411 2020-08-01 14:56:59,153 - mmaction - INFO - Epoch [87][40/940] lr: 2.986e-01, eta: 1 day, 22:41:45, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5758, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.2286 2020-08-01 14:57:19,336 - mmaction - INFO - Epoch [87][60/940] lr: 2.986e-01, eta: 1 day, 22:41:23, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3354, top5_acc: 0.5830, loss_cls: 3.0717, loss: 3.0717, grad_norm: 1.2188 2020-08-01 14:57:40,577 - mmaction - INFO - Epoch [87][80/940] lr: 2.986e-01, eta: 1 day, 22:41:02, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5715, loss_cls: 3.1010, loss: 3.1010, grad_norm: 1.2427 2020-08-01 14:58:01,138 - mmaction - INFO - Epoch [87][100/940] lr: 2.986e-01, eta: 1 day, 22:40:40, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3342, top5_acc: 0.6035, loss_cls: 2.9932, loss: 2.9932, grad_norm: 1.2671 2020-08-01 14:58:21,219 - mmaction - INFO - Epoch [87][120/940] lr: 2.986e-01, eta: 1 day, 22:40:17, time: 1.002, data_time: 0.002, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5766, loss_cls: 3.1088, loss: 3.1088, grad_norm: 1.2271 2020-08-01 14:58:41,553 - mmaction - INFO - Epoch [87][140/940] lr: 2.986e-01, eta: 1 day, 22:39:55, time: 1.017, data_time: 0.004, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5814, loss_cls: 3.0609, loss: 3.0609, grad_norm: 1.2344 2020-08-01 14:59:02,401 - mmaction - INFO - Epoch [87][160/940] lr: 2.986e-01, eta: 1 day, 22:39:33, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5697, loss_cls: 3.1224, loss: 3.1224, grad_norm: 1.2546 2020-08-01 14:59:22,757 - mmaction - INFO - Epoch [87][180/940] lr: 2.986e-01, eta: 1 day, 22:39:11, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5715, loss_cls: 3.1238, loss: 3.1238, grad_norm: 1.2305 2020-08-01 14:59:42,781 - mmaction - INFO - Epoch [87][200/940] lr: 2.986e-01, eta: 1 day, 22:38:48, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5828, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.2480 2020-08-01 15:00:04,524 - mmaction - INFO - Epoch [87][220/940] lr: 2.986e-01, eta: 1 day, 22:38:24, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.3258, top5_acc: 0.5740, loss_cls: 3.1284, loss: 3.1284, grad_norm: 1.2673 2020-08-01 15:00:25,754 - mmaction - INFO - Epoch [87][240/940] lr: 2.986e-01, eta: 1 day, 22:38:07, time: 1.159, data_time: 0.109, memory: 6199, top1_acc: 0.3445, top5_acc: 0.5732, loss_cls: 3.0718, loss: 3.0718, grad_norm: 1.2392 2020-08-01 15:00:45,920 - mmaction - INFO - Epoch [87][260/940] lr: 2.986e-01, eta: 1 day, 22:37:45, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5932, loss_cls: 3.0413, loss: 3.0413, grad_norm: 1.2599 2020-08-01 15:01:06,696 - mmaction - INFO - Epoch [87][280/940] lr: 2.986e-01, eta: 1 day, 22:37:23, time: 1.038, data_time: 0.010, memory: 6199, top1_acc: 0.3203, top5_acc: 0.5883, loss_cls: 3.0876, loss: 3.0876, grad_norm: 1.2674 2020-08-01 15:01:26,934 - mmaction - INFO - Epoch [87][300/940] lr: 2.986e-01, eta: 1 day, 22:37:01, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5893, loss_cls: 3.0303, loss: 3.0303, grad_norm: 1.2143 2020-08-01 15:01:46,848 - mmaction - INFO - Epoch [87][320/940] lr: 2.986e-01, eta: 1 day, 22:36:37, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5777, loss_cls: 3.0989, loss: 3.0989, grad_norm: 1.2719 2020-08-01 15:02:06,861 - mmaction - INFO - Epoch [87][340/940] lr: 2.986e-01, eta: 1 day, 22:36:14, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5844, loss_cls: 3.0586, loss: 3.0586, grad_norm: 1.2525 2020-08-01 15:02:27,463 - mmaction - INFO - Epoch [87][360/940] lr: 2.986e-01, eta: 1 day, 22:35:52, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3332, top5_acc: 0.5824, loss_cls: 3.0728, loss: 3.0728, grad_norm: 1.2412 2020-08-01 15:02:47,435 - mmaction - INFO - Epoch [87][380/940] lr: 2.986e-01, eta: 1 day, 22:35:29, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.3184, top5_acc: 0.5732, loss_cls: 3.1181, loss: 3.1181, grad_norm: 1.2463 2020-08-01 15:03:07,346 - mmaction - INFO - Epoch [87][400/940] lr: 2.986e-01, eta: 1 day, 22:35:06, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0387, loss: 3.0387, grad_norm: 1.2563 2020-08-01 15:03:27,529 - mmaction - INFO - Epoch [87][420/940] lr: 2.986e-01, eta: 1 day, 22:34:43, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3475, top5_acc: 0.6043, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.2524 2020-08-01 15:03:47,424 - mmaction - INFO - Epoch [87][440/940] lr: 2.986e-01, eta: 1 day, 22:34:20, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5957, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.2515 2020-08-01 15:04:07,629 - mmaction - INFO - Epoch [87][460/940] lr: 2.986e-01, eta: 1 day, 22:33:57, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5758, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.2114 2020-08-01 15:04:28,398 - mmaction - INFO - Epoch [87][480/940] lr: 2.986e-01, eta: 1 day, 22:33:36, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0823, loss: 3.0823, grad_norm: 1.2431 2020-08-01 15:04:48,834 - mmaction - INFO - Epoch [87][500/940] lr: 2.986e-01, eta: 1 day, 22:33:13, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5883, loss_cls: 3.0336, loss: 3.0336, grad_norm: 1.2493 2020-08-01 15:05:08,776 - mmaction - INFO - Epoch [87][520/940] lr: 2.986e-01, eta: 1 day, 22:32:50, time: 0.996, data_time: 0.002, memory: 6199, top1_acc: 0.3180, top5_acc: 0.5785, loss_cls: 3.0920, loss: 3.0920, grad_norm: 1.2672 2020-08-01 15:05:28,736 - mmaction - INFO - Epoch [87][540/940] lr: 2.986e-01, eta: 1 day, 22:32:27, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.3209, top5_acc: 0.5820, loss_cls: 3.0915, loss: 3.0915, grad_norm: 1.2406 2020-08-01 15:05:49,340 - mmaction - INFO - Epoch [87][560/940] lr: 2.986e-01, eta: 1 day, 22:32:05, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5777, loss_cls: 3.0906, loss: 3.0906, grad_norm: 1.2290 2020-08-01 15:06:09,668 - mmaction - INFO - Epoch [87][580/940] lr: 2.986e-01, eta: 1 day, 22:31:43, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5785, loss_cls: 3.1195, loss: 3.1195, grad_norm: 1.2350 2020-08-01 15:06:29,709 - mmaction - INFO - Epoch [87][600/940] lr: 2.986e-01, eta: 1 day, 22:31:20, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5920, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.2596 2020-08-01 15:06:49,846 - mmaction - INFO - Epoch [87][620/940] lr: 2.986e-01, eta: 1 day, 22:30:57, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3162, top5_acc: 0.5703, loss_cls: 3.1178, loss: 3.1178, grad_norm: 1.2667 2020-08-01 15:07:09,856 - mmaction - INFO - Epoch [87][640/940] lr: 2.986e-01, eta: 1 day, 22:30:34, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5826, loss_cls: 3.1104, loss: 3.1104, grad_norm: 1.2627 2020-08-01 15:07:30,063 - mmaction - INFO - Epoch [87][660/940] lr: 2.986e-01, eta: 1 day, 22:30:11, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.3338, top5_acc: 0.5783, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.2185 2020-08-01 15:07:49,841 - mmaction - INFO - Epoch [87][680/940] lr: 2.986e-01, eta: 1 day, 22:29:48, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5873, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.2617 2020-08-01 15:08:10,167 - mmaction - INFO - Epoch [87][700/940] lr: 2.986e-01, eta: 1 day, 22:29:25, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.3223, top5_acc: 0.5791, loss_cls: 3.1168, loss: 3.1168, grad_norm: 1.2544 2020-08-01 15:08:30,700 - mmaction - INFO - Epoch [87][720/940] lr: 2.986e-01, eta: 1 day, 22:29:03, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5727, loss_cls: 3.1086, loss: 3.1086, grad_norm: 1.2343 2020-08-01 15:08:50,917 - mmaction - INFO - Epoch [87][740/940] lr: 2.986e-01, eta: 1 day, 22:28:41, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.3379, top5_acc: 0.5904, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.2565 2020-08-01 15:09:10,922 - mmaction - INFO - Epoch [87][760/940] lr: 2.986e-01, eta: 1 day, 22:28:18, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5820, loss_cls: 3.0879, loss: 3.0879, grad_norm: 1.2459 2020-08-01 15:09:31,868 - mmaction - INFO - Epoch [87][780/940] lr: 2.986e-01, eta: 1 day, 22:27:56, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5908, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.2310 2020-08-01 15:09:52,494 - mmaction - INFO - Epoch [87][800/940] lr: 2.986e-01, eta: 1 day, 22:27:35, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.2629 2020-08-01 15:10:13,345 - mmaction - INFO - Epoch [87][820/940] lr: 2.986e-01, eta: 1 day, 22:27:13, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5809, loss_cls: 3.0845, loss: 3.0845, grad_norm: 1.2250 2020-08-01 15:10:33,962 - mmaction - INFO - Epoch [87][840/940] lr: 2.986e-01, eta: 1 day, 22:26:51, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5699, loss_cls: 3.1258, loss: 3.1258, grad_norm: 1.2389 2020-08-01 15:10:55,140 - mmaction - INFO - Epoch [87][860/940] lr: 2.986e-01, eta: 1 day, 22:26:30, time: 1.055, data_time: 0.005, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5930, loss_cls: 3.0666, loss: 3.0666, grad_norm: 1.2498 2020-08-01 15:11:16,145 - mmaction - INFO - Epoch [87][880/940] lr: 2.986e-01, eta: 1 day, 22:26:09, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5795, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.2652 2020-08-01 15:11:37,139 - mmaction - INFO - Epoch [87][900/940] lr: 2.986e-01, eta: 1 day, 22:25:48, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3242, top5_acc: 0.5752, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.2754 2020-08-01 15:11:57,803 - mmaction - INFO - Epoch [87][920/940] lr: 2.986e-01, eta: 1 day, 22:25:27, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5920, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.2426 2020-08-01 15:12:16,843 - mmaction - INFO - Epoch [87][940/940] lr: 2.986e-01, eta: 1 day, 22:25:02, time: 0.952, data_time: 0.007, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5763, loss_cls: 3.1073, loss: 3.1073, grad_norm: 1.2760 2020-08-01 15:12:49,698 - mmaction - INFO - Epoch [88][20/940] lr: 2.964e-01, eta: 1 day, 22:25:03, time: 1.620, data_time: 0.632, memory: 6199, top1_acc: 0.3227, top5_acc: 0.5736, loss_cls: 3.0935, loss: 3.0935, grad_norm: 1.2609 2020-08-01 15:13:09,399 - mmaction - INFO - Epoch [88][40/940] lr: 2.964e-01, eta: 1 day, 22:24:39, time: 0.984, data_time: 0.005, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5828, loss_cls: 3.0508, loss: 3.0508, grad_norm: 1.2488 2020-08-01 15:13:30,984 - mmaction - INFO - Epoch [88][60/940] lr: 2.964e-01, eta: 1 day, 22:24:19, time: 1.080, data_time: 0.004, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5811, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.2522 2020-08-01 15:13:51,572 - mmaction - INFO - Epoch [88][80/940] lr: 2.964e-01, eta: 1 day, 22:23:57, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5908, loss_cls: 3.0149, loss: 3.0149, grad_norm: 1.2548 2020-08-01 15:14:13,469 - mmaction - INFO - Epoch [88][100/940] lr: 2.964e-01, eta: 1 day, 22:23:38, time: 1.093, data_time: 0.008, memory: 6199, top1_acc: 0.3426, top5_acc: 0.5982, loss_cls: 3.0005, loss: 3.0005, grad_norm: 1.2685 2020-08-01 15:14:33,414 - mmaction - INFO - Epoch [88][120/940] lr: 2.964e-01, eta: 1 day, 22:23:15, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5803, loss_cls: 3.0870, loss: 3.0870, grad_norm: 1.2510 2020-08-01 15:14:53,675 - mmaction - INFO - Epoch [88][140/940] lr: 2.964e-01, eta: 1 day, 22:22:52, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5727, loss_cls: 3.1058, loss: 3.1058, grad_norm: 1.2372 2020-08-01 15:15:14,451 - mmaction - INFO - Epoch [88][160/940] lr: 2.964e-01, eta: 1 day, 22:22:30, time: 1.039, data_time: 0.010, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5914, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.2248 2020-08-01 15:15:35,434 - mmaction - INFO - Epoch [88][180/940] lr: 2.964e-01, eta: 1 day, 22:22:09, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5998, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.2450 2020-08-01 15:15:55,441 - mmaction - INFO - Epoch [88][200/940] lr: 2.964e-01, eta: 1 day, 22:21:46, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5832, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.2644 2020-08-01 15:16:17,545 - mmaction - INFO - Epoch [88][220/940] lr: 2.964e-01, eta: 1 day, 22:21:27, time: 1.107, data_time: 0.009, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5859, loss_cls: 3.0683, loss: 3.0683, grad_norm: 1.2544 2020-08-01 15:16:38,949 - mmaction - INFO - Epoch [88][240/940] lr: 2.964e-01, eta: 1 day, 22:21:07, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5773, loss_cls: 3.1019, loss: 3.1019, grad_norm: 1.2627 2020-08-01 15:16:59,633 - mmaction - INFO - Epoch [88][260/940] lr: 2.964e-01, eta: 1 day, 22:20:45, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5754, loss_cls: 3.0797, loss: 3.0797, grad_norm: 1.2574 2020-08-01 15:17:20,395 - mmaction - INFO - Epoch [88][280/940] lr: 2.964e-01, eta: 1 day, 22:20:24, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5830, loss_cls: 3.0796, loss: 3.0796, grad_norm: 1.2750 2020-08-01 15:17:41,206 - mmaction - INFO - Epoch [88][300/940] lr: 2.964e-01, eta: 1 day, 22:20:02, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5779, loss_cls: 3.0688, loss: 3.0688, grad_norm: 1.2474 2020-08-01 15:18:01,289 - mmaction - INFO - Epoch [88][320/940] lr: 2.964e-01, eta: 1 day, 22:19:39, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0529, loss: 3.0529, grad_norm: 1.2851 2020-08-01 15:18:21,746 - mmaction - INFO - Epoch [88][340/940] lr: 2.964e-01, eta: 1 day, 22:19:17, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5898, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.2502 2020-08-01 15:18:43,059 - mmaction - INFO - Epoch [88][360/940] lr: 2.964e-01, eta: 1 day, 22:18:56, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5766, loss_cls: 3.0983, loss: 3.0983, grad_norm: 1.2546 2020-08-01 15:19:03,494 - mmaction - INFO - Epoch [88][380/940] lr: 2.964e-01, eta: 1 day, 22:18:34, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5908, loss_cls: 3.0515, loss: 3.0515, grad_norm: 1.2453 2020-08-01 15:19:24,264 - mmaction - INFO - Epoch [88][400/940] lr: 2.964e-01, eta: 1 day, 22:18:13, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5881, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.2663 2020-08-01 15:19:45,606 - mmaction - INFO - Epoch [88][420/940] lr: 2.964e-01, eta: 1 day, 22:17:52, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5811, loss_cls: 3.1068, loss: 3.1068, grad_norm: 1.2524 2020-08-01 15:20:06,298 - mmaction - INFO - Epoch [88][440/940] lr: 2.964e-01, eta: 1 day, 22:17:31, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3502, top5_acc: 0.5930, loss_cls: 3.0100, loss: 3.0100, grad_norm: 1.2367 2020-08-01 15:20:27,106 - mmaction - INFO - Epoch [88][460/940] lr: 2.964e-01, eta: 1 day, 22:17:09, time: 1.040, data_time: 0.002, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5740, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.2586 2020-08-01 15:20:48,320 - mmaction - INFO - Epoch [88][480/940] lr: 2.964e-01, eta: 1 day, 22:16:48, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5852, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.2618 2020-08-01 15:21:10,024 - mmaction - INFO - Epoch [88][500/940] lr: 2.964e-01, eta: 1 day, 22:16:29, time: 1.088, data_time: 0.011, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5824, loss_cls: 3.0601, loss: 3.0601, grad_norm: 1.2851 2020-08-01 15:21:31,469 - mmaction - INFO - Epoch [88][520/940] lr: 2.964e-01, eta: 1 day, 22:16:08, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3182, top5_acc: 0.5746, loss_cls: 3.1187, loss: 3.1187, grad_norm: 1.2778 2020-08-01 15:21:52,066 - mmaction - INFO - Epoch [88][540/940] lr: 2.964e-01, eta: 1 day, 22:15:46, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5834, loss_cls: 3.0552, loss: 3.0552, grad_norm: 1.2491 2020-08-01 15:22:13,857 - mmaction - INFO - Epoch [88][560/940] lr: 2.964e-01, eta: 1 day, 22:15:27, time: 1.088, data_time: 0.006, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5834, loss_cls: 3.0725, loss: 3.0725, grad_norm: 1.2600 2020-08-01 15:22:34,742 - mmaction - INFO - Epoch [88][580/940] lr: 2.964e-01, eta: 1 day, 22:15:05, time: 1.044, data_time: 0.011, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5795, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.2504 2020-08-01 15:22:54,620 - mmaction - INFO - Epoch [88][600/940] lr: 2.964e-01, eta: 1 day, 22:14:42, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5896, loss_cls: 3.0344, loss: 3.0344, grad_norm: 1.2434 2020-08-01 15:23:14,993 - mmaction - INFO - Epoch [88][620/940] lr: 2.964e-01, eta: 1 day, 22:14:20, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5830, loss_cls: 3.0887, loss: 3.0887, grad_norm: 1.2629 2020-08-01 15:23:35,781 - mmaction - INFO - Epoch [88][640/940] lr: 2.964e-01, eta: 1 day, 22:13:58, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3119, top5_acc: 0.5650, loss_cls: 3.1633, loss: 3.1633, grad_norm: 1.2594 2020-08-01 15:23:56,938 - mmaction - INFO - Epoch [88][660/940] lr: 2.964e-01, eta: 1 day, 22:13:38, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5787, loss_cls: 3.0921, loss: 3.0921, grad_norm: 1.2185 2020-08-01 15:24:18,099 - mmaction - INFO - Epoch [88][680/940] lr: 2.964e-01, eta: 1 day, 22:13:17, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5711, loss_cls: 3.1053, loss: 3.1053, grad_norm: 1.2460 2020-08-01 15:24:38,319 - mmaction - INFO - Epoch [88][700/940] lr: 2.964e-01, eta: 1 day, 22:12:54, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5836, loss_cls: 3.0732, loss: 3.0732, grad_norm: 1.2388 2020-08-01 15:25:00,127 - mmaction - INFO - Epoch [88][720/940] lr: 2.964e-01, eta: 1 day, 22:12:35, time: 1.090, data_time: 0.009, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5715, loss_cls: 3.1075, loss: 3.1075, grad_norm: 1.2540 2020-08-01 15:25:19,887 - mmaction - INFO - Epoch [88][740/940] lr: 2.964e-01, eta: 1 day, 22:12:11, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5922, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.2685 2020-08-01 15:25:40,750 - mmaction - INFO - Epoch [88][760/940] lr: 2.964e-01, eta: 1 day, 22:11:50, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5723, loss_cls: 3.1200, loss: 3.1200, grad_norm: 1.2572 2020-08-01 15:26:02,385 - mmaction - INFO - Epoch [88][780/940] lr: 2.964e-01, eta: 1 day, 22:11:30, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5938, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.2374 2020-08-01 15:26:22,838 - mmaction - INFO - Epoch [88][800/940] lr: 2.964e-01, eta: 1 day, 22:11:08, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5779, loss_cls: 3.0851, loss: 3.0851, grad_norm: 1.2698 2020-08-01 15:26:42,889 - mmaction - INFO - Epoch [88][820/940] lr: 2.964e-01, eta: 1 day, 22:10:45, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5896, loss_cls: 3.0325, loss: 3.0325, grad_norm: 1.2456 2020-08-01 15:27:03,700 - mmaction - INFO - Epoch [88][840/940] lr: 2.964e-01, eta: 1 day, 22:10:23, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5934, loss_cls: 3.0432, loss: 3.0432, grad_norm: 1.2582 2020-08-01 15:27:25,375 - mmaction - INFO - Epoch [88][860/940] lr: 2.964e-01, eta: 1 day, 22:10:04, time: 1.085, data_time: 0.004, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5746, loss_cls: 3.0930, loss: 3.0930, grad_norm: 1.2539 2020-08-01 15:27:46,419 - mmaction - INFO - Epoch [88][880/940] lr: 2.964e-01, eta: 1 day, 22:09:42, time: 1.051, data_time: 0.005, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5750, loss_cls: 3.1096, loss: 3.1096, grad_norm: 1.2610 2020-08-01 15:28:07,072 - mmaction - INFO - Epoch [88][900/940] lr: 2.964e-01, eta: 1 day, 22:09:21, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5873, loss_cls: 3.0629, loss: 3.0629, grad_norm: 1.2488 2020-08-01 15:28:28,514 - mmaction - INFO - Epoch [88][920/940] lr: 2.964e-01, eta: 1 day, 22:09:01, time: 1.072, data_time: 0.005, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5770, loss_cls: 3.0852, loss: 3.0852, grad_norm: 1.2560 2020-08-01 15:28:48,516 - mmaction - INFO - Epoch [88][940/940] lr: 2.964e-01, eta: 1 day, 22:08:37, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.3300, top5_acc: 0.5897, loss_cls: 3.0585, loss: 3.0585, grad_norm: 1.2716 2020-08-01 15:28:48,787 - mmaction - INFO - Saving checkpoint at 88 epochs 2020-08-01 15:29:18,526 - mmaction - INFO - Epoch [89][20/940] lr: 2.943e-01, eta: 1 day, 22:08:29, time: 1.384, data_time: 0.395, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5834, loss_cls: 3.0621, loss: 3.0621, grad_norm: 1.2531 2020-08-01 15:29:39,062 - mmaction - INFO - Epoch [89][40/940] lr: 2.943e-01, eta: 1 day, 22:08:07, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5877, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.2200 2020-08-01 15:29:59,126 - mmaction - INFO - Epoch [89][60/940] lr: 2.943e-01, eta: 1 day, 22:07:44, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5752, loss_cls: 3.0736, loss: 3.0736, grad_norm: 1.2500 2020-08-01 15:30:19,716 - mmaction - INFO - Epoch [89][80/940] lr: 2.943e-01, eta: 1 day, 22:07:22, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3354, top5_acc: 0.5842, loss_cls: 3.0829, loss: 3.0829, grad_norm: 1.2689 2020-08-01 15:30:41,067 - mmaction - INFO - Epoch [89][100/940] lr: 2.943e-01, eta: 1 day, 22:07:02, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5834, loss_cls: 3.0726, loss: 3.0726, grad_norm: 1.2371 2020-08-01 15:31:02,597 - mmaction - INFO - Epoch [89][120/940] lr: 2.943e-01, eta: 1 day, 22:06:42, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5912, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.2611 2020-08-01 15:31:22,849 - mmaction - INFO - Epoch [89][140/940] lr: 2.943e-01, eta: 1 day, 22:06:19, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5854, loss_cls: 3.0640, loss: 3.0640, grad_norm: 1.2699 2020-08-01 15:31:44,283 - mmaction - INFO - Epoch [89][160/940] lr: 2.943e-01, eta: 1 day, 22:05:59, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5906, loss_cls: 3.0422, loss: 3.0422, grad_norm: 1.2728 2020-08-01 15:32:05,576 - mmaction - INFO - Epoch [89][180/940] lr: 2.943e-01, eta: 1 day, 22:05:38, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3465, top5_acc: 0.5939, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.2608 2020-08-01 15:32:26,759 - mmaction - INFO - Epoch [89][200/940] lr: 2.943e-01, eta: 1 day, 22:05:18, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5988, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.2227 2020-08-01 15:32:47,282 - mmaction - INFO - Epoch [89][220/940] lr: 2.943e-01, eta: 1 day, 22:04:55, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5807, loss_cls: 3.0902, loss: 3.0902, grad_norm: 1.2659 2020-08-01 15:33:08,725 - mmaction - INFO - Epoch [89][240/940] lr: 2.943e-01, eta: 1 day, 22:04:35, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5916, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.2488 2020-08-01 15:33:29,907 - mmaction - INFO - Epoch [89][260/940] lr: 2.943e-01, eta: 1 day, 22:04:14, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5775, loss_cls: 3.1067, loss: 3.1067, grad_norm: 1.2567 2020-08-01 15:33:51,108 - mmaction - INFO - Epoch [89][280/940] lr: 2.943e-01, eta: 1 day, 22:03:54, time: 1.065, data_time: 0.010, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5814, loss_cls: 3.0965, loss: 3.0965, grad_norm: 1.2614 2020-08-01 15:34:11,943 - mmaction - INFO - Epoch [89][300/940] lr: 2.943e-01, eta: 1 day, 22:03:32, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5873, loss_cls: 3.0572, loss: 3.0572, grad_norm: 1.2462 2020-08-01 15:34:31,631 - mmaction - INFO - Epoch [89][320/940] lr: 2.943e-01, eta: 1 day, 22:03:09, time: 0.981, data_time: 0.007, memory: 6199, top1_acc: 0.3465, top5_acc: 0.5959, loss_cls: 3.0087, loss: 3.0087, grad_norm: 1.2395 2020-08-01 15:34:52,554 - mmaction - INFO - Epoch [89][340/940] lr: 2.943e-01, eta: 1 day, 22:02:47, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3510, top5_acc: 0.5930, loss_cls: 3.0064, loss: 3.0064, grad_norm: 1.2583 2020-08-01 15:35:14,393 - mmaction - INFO - Epoch [89][360/940] lr: 2.943e-01, eta: 1 day, 22:02:28, time: 1.089, data_time: 0.009, memory: 6199, top1_acc: 0.3346, top5_acc: 0.5910, loss_cls: 3.0581, loss: 3.0581, grad_norm: 1.2826 2020-08-01 15:35:34,480 - mmaction - INFO - Epoch [89][380/940] lr: 2.943e-01, eta: 1 day, 22:02:05, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5785, loss_cls: 3.0800, loss: 3.0800, grad_norm: 1.2720 2020-08-01 15:35:55,070 - mmaction - INFO - Epoch [89][400/940] lr: 2.943e-01, eta: 1 day, 22:01:43, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3279, top5_acc: 0.5850, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.2680 2020-08-01 15:36:15,830 - mmaction - INFO - Epoch [89][420/940] lr: 2.943e-01, eta: 1 day, 22:01:22, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5875, loss_cls: 3.0388, loss: 3.0388, grad_norm: 1.2683 2020-08-01 15:36:36,167 - mmaction - INFO - Epoch [89][440/940] lr: 2.943e-01, eta: 1 day, 22:00:59, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3205, top5_acc: 0.5713, loss_cls: 3.1246, loss: 3.1246, grad_norm: 1.2546 2020-08-01 15:36:57,864 - mmaction - INFO - Epoch [89][460/940] lr: 2.943e-01, eta: 1 day, 22:00:39, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5889, loss_cls: 3.0444, loss: 3.0444, grad_norm: 1.2266 2020-08-01 15:37:18,559 - mmaction - INFO - Epoch [89][480/940] lr: 2.943e-01, eta: 1 day, 22:00:18, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3164, top5_acc: 0.5766, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.2755 2020-08-01 15:37:39,293 - mmaction - INFO - Epoch [89][500/940] lr: 2.943e-01, eta: 1 day, 21:59:56, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5857, loss_cls: 3.0694, loss: 3.0694, grad_norm: 1.2299 2020-08-01 15:38:00,341 - mmaction - INFO - Epoch [89][520/940] lr: 2.943e-01, eta: 1 day, 21:59:35, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5773, loss_cls: 3.1049, loss: 3.1049, grad_norm: 1.2389 2020-08-01 15:38:20,683 - mmaction - INFO - Epoch [89][540/940] lr: 2.943e-01, eta: 1 day, 21:59:13, time: 1.017, data_time: 0.002, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5838, loss_cls: 3.0324, loss: 3.0324, grad_norm: 1.2320 2020-08-01 15:38:40,862 - mmaction - INFO - Epoch [89][560/940] lr: 2.943e-01, eta: 1 day, 21:58:50, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5947, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.2527 2020-08-01 15:39:02,361 - mmaction - INFO - Epoch [89][580/940] lr: 2.943e-01, eta: 1 day, 21:58:30, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3287, top5_acc: 0.5883, loss_cls: 3.0597, loss: 3.0597, grad_norm: 1.2628 2020-08-01 15:39:22,997 - mmaction - INFO - Epoch [89][600/940] lr: 2.943e-01, eta: 1 day, 21:58:08, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.2446 2020-08-01 15:39:43,457 - mmaction - INFO - Epoch [89][620/940] lr: 2.943e-01, eta: 1 day, 21:57:46, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5809, loss_cls: 3.0619, loss: 3.0619, grad_norm: 1.2558 2020-08-01 15:40:05,325 - mmaction - INFO - Epoch [89][640/940] lr: 2.943e-01, eta: 1 day, 21:57:27, time: 1.094, data_time: 0.006, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5727, loss_cls: 3.1107, loss: 3.1107, grad_norm: 1.2732 2020-08-01 15:40:26,556 - mmaction - INFO - Epoch [89][660/940] lr: 2.943e-01, eta: 1 day, 21:57:06, time: 1.062, data_time: 0.003, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5826, loss_cls: 3.0802, loss: 3.0802, grad_norm: 1.2521 2020-08-01 15:40:47,305 - mmaction - INFO - Epoch [89][680/940] lr: 2.943e-01, eta: 1 day, 21:56:44, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5781, loss_cls: 3.1249, loss: 3.1249, grad_norm: 1.2645 2020-08-01 15:41:08,830 - mmaction - INFO - Epoch [89][700/940] lr: 2.943e-01, eta: 1 day, 21:56:24, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5869, loss_cls: 3.0575, loss: 3.0575, grad_norm: 1.2511 2020-08-01 15:41:28,960 - mmaction - INFO - Epoch [89][720/940] lr: 2.943e-01, eta: 1 day, 21:56:01, time: 1.009, data_time: 0.013, memory: 6199, top1_acc: 0.3213, top5_acc: 0.5750, loss_cls: 3.1090, loss: 3.1090, grad_norm: 1.2590 2020-08-01 15:41:49,193 - mmaction - INFO - Epoch [89][740/940] lr: 2.943e-01, eta: 1 day, 21:55:39, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.2446 2020-08-01 15:42:11,226 - mmaction - INFO - Epoch [89][760/940] lr: 2.943e-01, eta: 1 day, 21:55:20, time: 1.100, data_time: 0.006, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5910, loss_cls: 3.0186, loss: 3.0186, grad_norm: 1.2488 2020-08-01 15:42:31,705 - mmaction - INFO - Epoch [89][780/940] lr: 2.943e-01, eta: 1 day, 21:54:58, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3236, top5_acc: 0.5721, loss_cls: 3.1032, loss: 3.1032, grad_norm: 1.2521 2020-08-01 15:42:52,881 - mmaction - INFO - Epoch [89][800/940] lr: 2.943e-01, eta: 1 day, 21:54:37, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5832, loss_cls: 3.0761, loss: 3.0761, grad_norm: 1.2580 2020-08-01 15:43:13,610 - mmaction - INFO - Epoch [89][820/940] lr: 2.943e-01, eta: 1 day, 21:54:15, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5799, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.2616 2020-08-01 15:43:34,651 - mmaction - INFO - Epoch [89][840/940] lr: 2.943e-01, eta: 1 day, 21:53:54, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5863, loss_cls: 3.0473, loss: 3.0473, grad_norm: 1.2378 2020-08-01 15:43:54,966 - mmaction - INFO - Epoch [89][860/940] lr: 2.943e-01, eta: 1 day, 21:53:32, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5957, loss_cls: 3.0328, loss: 3.0328, grad_norm: 1.2870 2020-08-01 15:44:16,213 - mmaction - INFO - Epoch [89][880/940] lr: 2.943e-01, eta: 1 day, 21:53:11, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3217, top5_acc: 0.5826, loss_cls: 3.0864, loss: 3.0864, grad_norm: 1.2546 2020-08-01 15:44:36,971 - mmaction - INFO - Epoch [89][900/940] lr: 2.943e-01, eta: 1 day, 21:52:50, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5766, loss_cls: 3.0869, loss: 3.0869, grad_norm: 1.2602 2020-08-01 15:44:57,764 - mmaction - INFO - Epoch [89][920/940] lr: 2.943e-01, eta: 1 day, 21:52:28, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5896, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.2346 2020-08-01 15:45:18,842 - mmaction - INFO - Epoch [89][940/940] lr: 2.943e-01, eta: 1 day, 21:52:07, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5761, loss_cls: 3.0573, loss: 3.0573, grad_norm: 1.2618 2020-08-01 15:45:48,769 - mmaction - INFO - Epoch [90][20/940] lr: 2.921e-01, eta: 1 day, 21:52:02, time: 1.479, data_time: 0.422, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5852, loss_cls: 3.0539, loss: 3.0539, grad_norm: 1.2502 2020-08-01 15:46:09,411 - mmaction - INFO - Epoch [90][40/940] lr: 2.921e-01, eta: 1 day, 21:51:40, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3248, top5_acc: 0.5785, loss_cls: 3.0998, loss: 3.0998, grad_norm: 1.2682 2020-08-01 15:46:29,314 - mmaction - INFO - Epoch [90][60/940] lr: 2.921e-01, eta: 1 day, 21:51:17, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.2370 2020-08-01 15:46:50,027 - mmaction - INFO - Epoch [90][80/940] lr: 2.921e-01, eta: 1 day, 21:50:55, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5879, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.2557 2020-08-01 15:47:09,896 - mmaction - INFO - Epoch [90][100/940] lr: 2.921e-01, eta: 1 day, 21:50:32, time: 0.993, data_time: 0.003, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5881, loss_cls: 3.0245, loss: 3.0245, grad_norm: 1.2509 2020-08-01 15:47:30,960 - mmaction - INFO - Epoch [90][120/940] lr: 2.921e-01, eta: 1 day, 21:50:11, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5873, loss_cls: 3.0557, loss: 3.0557, grad_norm: 1.2660 2020-08-01 15:47:51,288 - mmaction - INFO - Epoch [90][140/940] lr: 2.921e-01, eta: 1 day, 21:49:49, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5771, loss_cls: 3.0878, loss: 3.0878, grad_norm: 1.2583 2020-08-01 15:48:11,945 - mmaction - INFO - Epoch [90][160/940] lr: 2.921e-01, eta: 1 day, 21:49:27, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5918, loss_cls: 3.0179, loss: 3.0179, grad_norm: 1.2468 2020-08-01 15:48:32,989 - mmaction - INFO - Epoch [90][180/940] lr: 2.921e-01, eta: 1 day, 21:49:06, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5818, loss_cls: 3.0774, loss: 3.0774, grad_norm: 1.2581 2020-08-01 15:48:52,989 - mmaction - INFO - Epoch [90][200/940] lr: 2.921e-01, eta: 1 day, 21:48:43, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5891, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.2378 2020-08-01 15:49:14,147 - mmaction - INFO - Epoch [90][220/940] lr: 2.921e-01, eta: 1 day, 21:48:22, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5920, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.2525 2020-08-01 15:49:34,968 - mmaction - INFO - Epoch [90][240/940] lr: 2.921e-01, eta: 1 day, 21:48:01, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5914, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.2917 2020-08-01 15:49:55,597 - mmaction - INFO - Epoch [90][260/940] lr: 2.921e-01, eta: 1 day, 21:47:39, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3127, top5_acc: 0.5672, loss_cls: 3.1375, loss: 3.1375, grad_norm: 1.2580 2020-08-01 15:50:15,858 - mmaction - INFO - Epoch [90][280/940] lr: 2.921e-01, eta: 1 day, 21:47:17, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5859, loss_cls: 3.0266, loss: 3.0266, grad_norm: 1.2476 2020-08-01 15:50:37,005 - mmaction - INFO - Epoch [90][300/940] lr: 2.921e-01, eta: 1 day, 21:46:56, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5842, loss_cls: 3.0803, loss: 3.0803, grad_norm: 1.2635 2020-08-01 15:50:57,739 - mmaction - INFO - Epoch [90][320/940] lr: 2.921e-01, eta: 1 day, 21:46:34, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5877, loss_cls: 3.0612, loss: 3.0612, grad_norm: 1.2440 2020-08-01 15:51:18,486 - mmaction - INFO - Epoch [90][340/940] lr: 2.921e-01, eta: 1 day, 21:46:13, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5789, loss_cls: 3.0856, loss: 3.0856, grad_norm: 1.2663 2020-08-01 15:51:39,851 - mmaction - INFO - Epoch [90][360/940] lr: 2.921e-01, eta: 1 day, 21:45:52, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3459, top5_acc: 0.6002, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.2304 2020-08-01 15:51:59,887 - mmaction - INFO - Epoch [90][380/940] lr: 2.921e-01, eta: 1 day, 21:45:29, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5807, loss_cls: 3.0961, loss: 3.0961, grad_norm: 1.2687 2020-08-01 15:52:21,009 - mmaction - INFO - Epoch [90][400/940] lr: 2.921e-01, eta: 1 day, 21:45:08, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5869, loss_cls: 3.0330, loss: 3.0330, grad_norm: 1.2415 2020-08-01 15:52:42,715 - mmaction - INFO - Epoch [90][420/940] lr: 2.921e-01, eta: 1 day, 21:44:49, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5896, loss_cls: 3.0102, loss: 3.0102, grad_norm: 1.2451 2020-08-01 15:53:03,947 - mmaction - INFO - Epoch [90][440/940] lr: 2.921e-01, eta: 1 day, 21:44:28, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5855, loss_cls: 3.0478, loss: 3.0478, grad_norm: 1.2623 2020-08-01 15:53:24,923 - mmaction - INFO - Epoch [90][460/940] lr: 2.921e-01, eta: 1 day, 21:44:07, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5916, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.2802 2020-08-01 15:53:45,844 - mmaction - INFO - Epoch [90][480/940] lr: 2.921e-01, eta: 1 day, 21:43:45, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5895, loss_cls: 3.0214, loss: 3.0214, grad_norm: 1.2571 2020-08-01 15:54:06,472 - mmaction - INFO - Epoch [90][500/940] lr: 2.921e-01, eta: 1 day, 21:43:24, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5828, loss_cls: 3.0494, loss: 3.0494, grad_norm: 1.2516 2020-08-01 15:54:27,236 - mmaction - INFO - Epoch [90][520/940] lr: 2.921e-01, eta: 1 day, 21:43:02, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5795, loss_cls: 3.0811, loss: 3.0811, grad_norm: 1.2272 2020-08-01 15:54:47,452 - mmaction - INFO - Epoch [90][540/940] lr: 2.921e-01, eta: 1 day, 21:42:39, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5898, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.2430 2020-08-01 15:55:08,217 - mmaction - INFO - Epoch [90][560/940] lr: 2.921e-01, eta: 1 day, 21:42:18, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5830, loss_cls: 3.0329, loss: 3.0329, grad_norm: 1.2454 2020-08-01 15:55:29,481 - mmaction - INFO - Epoch [90][580/940] lr: 2.921e-01, eta: 1 day, 21:41:57, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5928, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.2452 2020-08-01 15:55:50,515 - mmaction - INFO - Epoch [90][600/940] lr: 2.921e-01, eta: 1 day, 21:41:36, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5820, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.2734 2020-08-01 15:56:11,814 - mmaction - INFO - Epoch [90][620/940] lr: 2.921e-01, eta: 1 day, 21:41:16, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5834, loss_cls: 3.0382, loss: 3.0382, grad_norm: 1.2599 2020-08-01 15:56:32,701 - mmaction - INFO - Epoch [90][640/940] lr: 2.921e-01, eta: 1 day, 21:40:54, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5896, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.2719 2020-08-01 15:56:53,296 - mmaction - INFO - Epoch [90][660/940] lr: 2.921e-01, eta: 1 day, 21:40:33, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3299, top5_acc: 0.5803, loss_cls: 3.1051, loss: 3.1051, grad_norm: 1.2505 2020-08-01 15:57:14,488 - mmaction - INFO - Epoch [90][680/940] lr: 2.921e-01, eta: 1 day, 21:40:12, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5834, loss_cls: 3.0901, loss: 3.0901, grad_norm: 1.2571 2020-08-01 15:57:35,767 - mmaction - INFO - Epoch [90][700/940] lr: 2.921e-01, eta: 1 day, 21:39:51, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5777, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.2560 2020-08-01 15:57:57,181 - mmaction - INFO - Epoch [90][720/940] lr: 2.921e-01, eta: 1 day, 21:39:31, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5750, loss_cls: 3.0815, loss: 3.0815, grad_norm: 1.2536 2020-08-01 15:58:17,777 - mmaction - INFO - Epoch [90][740/940] lr: 2.921e-01, eta: 1 day, 21:39:09, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.3252, top5_acc: 0.5754, loss_cls: 3.0753, loss: 3.0753, grad_norm: 1.2606 2020-08-01 15:58:38,770 - mmaction - INFO - Epoch [90][760/940] lr: 2.921e-01, eta: 1 day, 21:38:48, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3432, top5_acc: 0.5840, loss_cls: 3.0257, loss: 3.0257, grad_norm: 1.2579 2020-08-01 15:58:59,293 - mmaction - INFO - Epoch [90][780/940] lr: 2.921e-01, eta: 1 day, 21:38:26, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.3254, top5_acc: 0.5775, loss_cls: 3.1036, loss: 3.1036, grad_norm: 1.2660 2020-08-01 15:59:20,399 - mmaction - INFO - Epoch [90][800/940] lr: 2.921e-01, eta: 1 day, 21:38:05, time: 1.054, data_time: 0.004, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5813, loss_cls: 3.0947, loss: 3.0947, grad_norm: 1.2264 2020-08-01 15:59:41,372 - mmaction - INFO - Epoch [90][820/940] lr: 2.921e-01, eta: 1 day, 21:37:44, time: 1.050, data_time: 0.011, memory: 6199, top1_acc: 0.3389, top5_acc: 0.6049, loss_cls: 2.9893, loss: 2.9893, grad_norm: 1.2642 2020-08-01 16:00:04,244 - mmaction - INFO - Epoch [90][840/940] lr: 2.921e-01, eta: 1 day, 21:37:22, time: 1.038, data_time: 0.003, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5871, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.2738 2020-08-01 16:00:29,057 - mmaction - INFO - Epoch [90][860/940] lr: 2.921e-01, eta: 1 day, 21:37:12, time: 1.340, data_time: 0.111, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5746, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.2487 2020-08-01 16:00:49,979 - mmaction - INFO - Epoch [90][880/940] lr: 2.921e-01, eta: 1 day, 21:36:51, time: 1.048, data_time: 0.011, memory: 6199, top1_acc: 0.3455, top5_acc: 0.5902, loss_cls: 3.0230, loss: 3.0230, grad_norm: 1.2445 2020-08-01 16:01:10,512 - mmaction - INFO - Epoch [90][900/940] lr: 2.921e-01, eta: 1 day, 21:36:29, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5842, loss_cls: 3.0862, loss: 3.0862, grad_norm: 1.2389 2020-08-01 16:01:31,315 - mmaction - INFO - Epoch [90][920/940] lr: 2.921e-01, eta: 1 day, 21:36:07, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5842, loss_cls: 3.0626, loss: 3.0626, grad_norm: 1.2749 2020-08-01 16:01:51,880 - mmaction - INFO - Epoch [90][940/940] lr: 2.921e-01, eta: 1 day, 21:35:45, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3228, top5_acc: 0.5684, loss_cls: 3.1102, loss: 3.1102, grad_norm: 1.2504 2020-08-01 16:02:24,612 - mmaction - INFO - Epoch [91][20/940] lr: 2.899e-01, eta: 1 day, 21:35:45, time: 1.611, data_time: 0.590, memory: 6199, top1_acc: 0.3281, top5_acc: 0.5797, loss_cls: 3.0727, loss: 3.0727, grad_norm: 1.2464 2020-08-01 16:02:44,961 - mmaction - INFO - Epoch [91][40/940] lr: 2.899e-01, eta: 1 day, 21:35:23, time: 1.017, data_time: 0.004, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5988, loss_cls: 3.0072, loss: 3.0072, grad_norm: 1.2470 2020-08-01 16:03:06,284 - mmaction - INFO - Epoch [91][60/940] lr: 2.899e-01, eta: 1 day, 21:35:02, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5928, loss_cls: 3.0306, loss: 3.0306, grad_norm: 1.2755 2020-08-01 16:03:27,265 - mmaction - INFO - Epoch [91][80/940] lr: 2.899e-01, eta: 1 day, 21:34:41, time: 1.047, data_time: 0.004, memory: 6199, top1_acc: 0.3443, top5_acc: 0.6008, loss_cls: 3.0065, loss: 3.0065, grad_norm: 1.2373 2020-08-01 16:03:48,807 - mmaction - INFO - Epoch [91][100/940] lr: 2.899e-01, eta: 1 day, 21:34:21, time: 1.075, data_time: 0.010, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5881, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.2784 2020-08-01 16:04:09,558 - mmaction - INFO - Epoch [91][120/940] lr: 2.899e-01, eta: 1 day, 21:33:59, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5742, loss_cls: 3.0838, loss: 3.0838, grad_norm: 1.2581 2020-08-01 16:04:31,073 - mmaction - INFO - Epoch [91][140/940] lr: 2.899e-01, eta: 1 day, 21:33:39, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5951, loss_cls: 3.0062, loss: 3.0062, grad_norm: 1.2573 2020-08-01 16:04:52,499 - mmaction - INFO - Epoch [91][160/940] lr: 2.899e-01, eta: 1 day, 21:33:19, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5961, loss_cls: 2.9955, loss: 2.9955, grad_norm: 1.2731 2020-08-01 16:05:14,285 - mmaction - INFO - Epoch [91][180/940] lr: 2.899e-01, eta: 1 day, 21:32:59, time: 1.087, data_time: 0.004, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5893, loss_cls: 3.0518, loss: 3.0518, grad_norm: 1.2562 2020-08-01 16:05:34,576 - mmaction - INFO - Epoch [91][200/940] lr: 2.899e-01, eta: 1 day, 21:32:37, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5791, loss_cls: 3.0957, loss: 3.0957, grad_norm: 1.2723 2020-08-01 16:05:55,427 - mmaction - INFO - Epoch [91][220/940] lr: 2.899e-01, eta: 1 day, 21:32:15, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5932, loss_cls: 3.0653, loss: 3.0653, grad_norm: 1.2831 2020-08-01 16:06:15,459 - mmaction - INFO - Epoch [91][240/940] lr: 2.899e-01, eta: 1 day, 21:31:53, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5988, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.2768 2020-08-01 16:06:35,870 - mmaction - INFO - Epoch [91][260/940] lr: 2.899e-01, eta: 1 day, 21:31:30, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5693, loss_cls: 3.1125, loss: 3.1125, grad_norm: 1.2731 2020-08-01 16:06:57,070 - mmaction - INFO - Epoch [91][280/940] lr: 2.899e-01, eta: 1 day, 21:31:10, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5879, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.2855 2020-08-01 16:07:17,786 - mmaction - INFO - Epoch [91][300/940] lr: 2.899e-01, eta: 1 day, 21:30:48, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5902, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.2897 2020-08-01 16:07:38,506 - mmaction - INFO - Epoch [91][320/940] lr: 2.899e-01, eta: 1 day, 21:30:26, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5855, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.2538 2020-08-01 16:07:59,122 - mmaction - INFO - Epoch [91][340/940] lr: 2.899e-01, eta: 1 day, 21:30:04, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5805, loss_cls: 3.0832, loss: 3.0832, grad_norm: 1.2904 2020-08-01 16:08:19,838 - mmaction - INFO - Epoch [91][360/940] lr: 2.899e-01, eta: 1 day, 21:29:43, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5865, loss_cls: 3.0623, loss: 3.0623, grad_norm: 1.2511 2020-08-01 16:08:40,049 - mmaction - INFO - Epoch [91][380/940] lr: 2.899e-01, eta: 1 day, 21:29:20, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0673, loss: 3.0673, grad_norm: 1.2599 2020-08-01 16:09:00,578 - mmaction - INFO - Epoch [91][400/940] lr: 2.899e-01, eta: 1 day, 21:28:58, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5793, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.2536 2020-08-01 16:09:21,974 - mmaction - INFO - Epoch [91][420/940] lr: 2.899e-01, eta: 1 day, 21:28:38, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5855, loss_cls: 3.0618, loss: 3.0618, grad_norm: 1.2793 2020-08-01 16:09:43,569 - mmaction - INFO - Epoch [91][440/940] lr: 2.899e-01, eta: 1 day, 21:28:18, time: 1.083, data_time: 0.009, memory: 6199, top1_acc: 0.3379, top5_acc: 0.5947, loss_cls: 3.0097, loss: 3.0097, grad_norm: 1.2694 2020-08-01 16:10:05,632 - mmaction - INFO - Epoch [91][460/940] lr: 2.899e-01, eta: 1 day, 21:27:59, time: 1.103, data_time: 0.006, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5947, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.2741 2020-08-01 16:10:26,153 - mmaction - INFO - Epoch [91][480/940] lr: 2.899e-01, eta: 1 day, 21:27:37, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.3422, top5_acc: 0.6018, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.2832 2020-08-01 16:10:47,203 - mmaction - INFO - Epoch [91][500/940] lr: 2.899e-01, eta: 1 day, 21:27:16, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5863, loss_cls: 3.0538, loss: 3.0538, grad_norm: 1.2674 2020-08-01 16:11:08,330 - mmaction - INFO - Epoch [91][520/940] lr: 2.899e-01, eta: 1 day, 21:26:55, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3285, top5_acc: 0.5787, loss_cls: 3.0946, loss: 3.0946, grad_norm: 1.2737 2020-08-01 16:11:29,159 - mmaction - INFO - Epoch [91][540/940] lr: 2.899e-01, eta: 1 day, 21:26:33, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.3240, top5_acc: 0.5783, loss_cls: 3.1091, loss: 3.1091, grad_norm: 1.2751 2020-08-01 16:11:50,766 - mmaction - INFO - Epoch [91][560/940] lr: 2.899e-01, eta: 1 day, 21:26:13, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5908, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.2610 2020-08-01 16:12:11,772 - mmaction - INFO - Epoch [91][580/940] lr: 2.899e-01, eta: 1 day, 21:25:52, time: 1.049, data_time: 0.003, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5947, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.2351 2020-08-01 16:12:31,679 - mmaction - INFO - Epoch [91][600/940] lr: 2.899e-01, eta: 1 day, 21:25:29, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5795, loss_cls: 3.0822, loss: 3.0822, grad_norm: 1.2642 2020-08-01 16:12:53,335 - mmaction - INFO - Epoch [91][620/940] lr: 2.899e-01, eta: 1 day, 21:25:09, time: 1.083, data_time: 0.003, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5930, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.2403 2020-08-01 16:13:14,417 - mmaction - INFO - Epoch [91][640/940] lr: 2.899e-01, eta: 1 day, 21:24:48, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5865, loss_cls: 3.0782, loss: 3.0782, grad_norm: 1.2726 2020-08-01 16:13:35,654 - mmaction - INFO - Epoch [91][660/940] lr: 2.899e-01, eta: 1 day, 21:24:28, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3238, top5_acc: 0.5727, loss_cls: 3.0814, loss: 3.0814, grad_norm: 1.2563 2020-08-01 16:13:56,460 - mmaction - INFO - Epoch [91][680/940] lr: 2.899e-01, eta: 1 day, 21:24:06, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5871, loss_cls: 3.0447, loss: 3.0447, grad_norm: 1.2278 2020-08-01 16:14:16,876 - mmaction - INFO - Epoch [91][700/940] lr: 2.899e-01, eta: 1 day, 21:23:44, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5932, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.2555 2020-08-01 16:14:37,967 - mmaction - INFO - Epoch [91][720/940] lr: 2.899e-01, eta: 1 day, 21:23:23, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5820, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.2854 2020-08-01 16:14:58,835 - mmaction - INFO - Epoch [91][740/940] lr: 2.899e-01, eta: 1 day, 21:23:02, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5785, loss_cls: 3.0972, loss: 3.0972, grad_norm: 1.2401 2020-08-01 16:15:19,996 - mmaction - INFO - Epoch [91][760/940] lr: 2.899e-01, eta: 1 day, 21:22:41, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5797, loss_cls: 3.0516, loss: 3.0516, grad_norm: 1.2412 2020-08-01 16:15:40,389 - mmaction - INFO - Epoch [91][780/940] lr: 2.899e-01, eta: 1 day, 21:22:18, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5844, loss_cls: 3.0617, loss: 3.0617, grad_norm: 1.2667 2020-08-01 16:16:01,919 - mmaction - INFO - Epoch [91][800/940] lr: 2.899e-01, eta: 1 day, 21:21:58, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3266, top5_acc: 0.5771, loss_cls: 3.1166, loss: 3.1166, grad_norm: 1.2678 2020-08-01 16:16:22,938 - mmaction - INFO - Epoch [91][820/940] lr: 2.899e-01, eta: 1 day, 21:21:37, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5799, loss_cls: 3.0801, loss: 3.0801, grad_norm: 1.2658 2020-08-01 16:16:43,015 - mmaction - INFO - Epoch [91][840/940] lr: 2.899e-01, eta: 1 day, 21:21:15, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.3256, top5_acc: 0.5820, loss_cls: 3.0745, loss: 3.0745, grad_norm: 1.2502 2020-08-01 16:17:04,296 - mmaction - INFO - Epoch [91][860/940] lr: 2.899e-01, eta: 1 day, 21:20:54, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5826, loss_cls: 3.0436, loss: 3.0436, grad_norm: 1.2696 2020-08-01 16:17:25,059 - mmaction - INFO - Epoch [91][880/940] lr: 2.899e-01, eta: 1 day, 21:20:32, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5807, loss_cls: 3.0816, loss: 3.0816, grad_norm: 1.2666 2020-08-01 16:17:46,908 - mmaction - INFO - Epoch [91][900/940] lr: 2.899e-01, eta: 1 day, 21:20:13, time: 1.091, data_time: 0.006, memory: 6199, top1_acc: 0.3338, top5_acc: 0.5863, loss_cls: 3.0402, loss: 3.0402, grad_norm: 1.2516 2020-08-01 16:18:07,414 - mmaction - INFO - Epoch [91][920/940] lr: 2.899e-01, eta: 1 day, 21:19:51, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5824, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.2603 2020-08-01 16:18:27,059 - mmaction - INFO - Epoch [91][940/940] lr: 2.899e-01, eta: 1 day, 21:19:27, time: 0.982, data_time: 0.009, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5844, loss_cls: 3.0276, loss: 3.0276, grad_norm: 1.2769 2020-08-01 16:18:58,177 - mmaction - INFO - Epoch [92][20/940] lr: 2.877e-01, eta: 1 day, 21:19:24, time: 1.535, data_time: 0.454, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5908, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.2736 2020-08-01 16:19:18,415 - mmaction - INFO - Epoch [92][40/940] lr: 2.877e-01, eta: 1 day, 21:19:01, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5881, loss_cls: 3.0405, loss: 3.0405, grad_norm: 1.2754 2020-08-01 16:19:40,191 - mmaction - INFO - Epoch [92][60/940] lr: 2.877e-01, eta: 1 day, 21:18:41, time: 1.092, data_time: 0.008, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5941, loss_cls: 3.0195, loss: 3.0195, grad_norm: 1.2586 2020-08-01 16:20:01,119 - mmaction - INFO - Epoch [92][80/940] lr: 2.877e-01, eta: 1 day, 21:18:20, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5951, loss_cls: 3.0045, loss: 3.0045, grad_norm: 1.2965 2020-08-01 16:20:22,476 - mmaction - INFO - Epoch [92][100/940] lr: 2.877e-01, eta: 1 day, 21:18:00, time: 1.069, data_time: 0.010, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5924, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.2571 2020-08-01 16:20:42,825 - mmaction - INFO - Epoch [92][120/940] lr: 2.877e-01, eta: 1 day, 21:17:37, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5947, loss_cls: 3.0212, loss: 3.0212, grad_norm: 1.2711 2020-08-01 16:21:04,146 - mmaction - INFO - Epoch [92][140/940] lr: 2.877e-01, eta: 1 day, 21:17:17, time: 1.064, data_time: 0.004, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5881, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.2652 2020-08-01 16:21:25,712 - mmaction - INFO - Epoch [92][160/940] lr: 2.877e-01, eta: 1 day, 21:16:57, time: 1.081, data_time: 0.010, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5813, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.2602 2020-08-01 16:21:45,836 - mmaction - INFO - Epoch [92][180/940] lr: 2.877e-01, eta: 1 day, 21:16:34, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.3473, top5_acc: 0.6033, loss_cls: 2.9815, loss: 2.9815, grad_norm: 1.2674 2020-08-01 16:22:07,587 - mmaction - INFO - Epoch [92][200/940] lr: 2.877e-01, eta: 1 day, 21:16:14, time: 1.092, data_time: 0.008, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5873, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.2769 2020-08-01 16:22:28,490 - mmaction - INFO - Epoch [92][220/940] lr: 2.877e-01, eta: 1 day, 21:15:53, time: 1.045, data_time: 0.003, memory: 6199, top1_acc: 0.3293, top5_acc: 0.5777, loss_cls: 3.1005, loss: 3.1005, grad_norm: 1.2728 2020-08-01 16:22:49,069 - mmaction - INFO - Epoch [92][240/940] lr: 2.877e-01, eta: 1 day, 21:15:31, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5850, loss_cls: 3.0528, loss: 3.0528, grad_norm: 1.2620 2020-08-01 16:23:10,507 - mmaction - INFO - Epoch [92][260/940] lr: 2.877e-01, eta: 1 day, 21:15:11, time: 1.072, data_time: 0.004, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 3.0365, loss: 3.0365, grad_norm: 1.2884 2020-08-01 16:23:31,152 - mmaction - INFO - Epoch [92][280/940] lr: 2.877e-01, eta: 1 day, 21:14:49, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3332, top5_acc: 0.5842, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.2523 2020-08-01 16:23:51,704 - mmaction - INFO - Epoch [92][300/940] lr: 2.877e-01, eta: 1 day, 21:14:27, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5918, loss_cls: 3.0331, loss: 3.0331, grad_norm: 1.2611 2020-08-01 16:24:11,682 - mmaction - INFO - Epoch [92][320/940] lr: 2.877e-01, eta: 1 day, 21:14:04, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5820, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.2461 2020-08-01 16:24:33,617 - mmaction - INFO - Epoch [92][340/940] lr: 2.877e-01, eta: 1 day, 21:13:45, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5941, loss_cls: 3.0323, loss: 3.0323, grad_norm: 1.2850 2020-08-01 16:24:54,632 - mmaction - INFO - Epoch [92][360/940] lr: 2.877e-01, eta: 1 day, 21:13:24, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5938, loss_cls: 3.0485, loss: 3.0485, grad_norm: 1.2910 2020-08-01 16:25:15,815 - mmaction - INFO - Epoch [92][380/940] lr: 2.877e-01, eta: 1 day, 21:13:03, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3496, top5_acc: 0.5926, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.2567 2020-08-01 16:25:36,839 - mmaction - INFO - Epoch [92][400/940] lr: 2.877e-01, eta: 1 day, 21:12:42, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5941, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.2695 2020-08-01 16:25:56,807 - mmaction - INFO - Epoch [92][420/940] lr: 2.877e-01, eta: 1 day, 21:12:19, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5756, loss_cls: 3.0860, loss: 3.0860, grad_norm: 1.2521 2020-08-01 16:26:17,767 - mmaction - INFO - Epoch [92][440/940] lr: 2.877e-01, eta: 1 day, 21:11:58, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5910, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.2665 2020-08-01 16:26:39,010 - mmaction - INFO - Epoch [92][460/940] lr: 2.877e-01, eta: 1 day, 21:11:37, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5795, loss_cls: 3.0719, loss: 3.0719, grad_norm: 1.2604 2020-08-01 16:27:01,178 - mmaction - INFO - Epoch [92][480/940] lr: 2.877e-01, eta: 1 day, 21:11:18, time: 1.111, data_time: 0.008, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5889, loss_cls: 3.0124, loss: 3.0124, grad_norm: 1.2668 2020-08-01 16:27:21,051 - mmaction - INFO - Epoch [92][500/940] lr: 2.877e-01, eta: 1 day, 21:10:55, time: 0.991, data_time: 0.009, memory: 6199, top1_acc: 0.3492, top5_acc: 0.6006, loss_cls: 2.9747, loss: 2.9747, grad_norm: 1.2717 2020-08-01 16:27:42,312 - mmaction - INFO - Epoch [92][520/940] lr: 2.877e-01, eta: 1 day, 21:10:34, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3303, top5_acc: 0.5902, loss_cls: 3.0434, loss: 3.0434, grad_norm: 1.2817 2020-08-01 16:28:04,306 - mmaction - INFO - Epoch [92][540/940] lr: 2.877e-01, eta: 1 day, 21:10:15, time: 1.097, data_time: 0.008, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5971, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.2738 2020-08-01 16:28:24,167 - mmaction - INFO - Epoch [92][560/940] lr: 2.877e-01, eta: 1 day, 21:09:52, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5828, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.2353 2020-08-01 16:28:44,713 - mmaction - INFO - Epoch [92][580/940] lr: 2.877e-01, eta: 1 day, 21:09:30, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3467, top5_acc: 0.5926, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.2664 2020-08-01 16:29:05,649 - mmaction - INFO - Epoch [92][600/940] lr: 2.877e-01, eta: 1 day, 21:09:08, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5809, loss_cls: 3.0754, loss: 3.0754, grad_norm: 1.2793 2020-08-01 16:29:26,402 - mmaction - INFO - Epoch [92][620/940] lr: 2.877e-01, eta: 1 day, 21:08:47, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5885, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.2560 2020-08-01 16:29:46,996 - mmaction - INFO - Epoch [92][640/940] lr: 2.877e-01, eta: 1 day, 21:08:25, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5787, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2689 2020-08-01 16:30:07,684 - mmaction - INFO - Epoch [92][660/940] lr: 2.877e-01, eta: 1 day, 21:08:03, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5762, loss_cls: 3.0686, loss: 3.0686, grad_norm: 1.2767 2020-08-01 16:30:28,270 - mmaction - INFO - Epoch [92][680/940] lr: 2.877e-01, eta: 1 day, 21:07:41, time: 1.027, data_time: 0.002, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5820, loss_cls: 3.0630, loss: 3.0630, grad_norm: 1.2539 2020-08-01 16:30:49,672 - mmaction - INFO - Epoch [92][700/940] lr: 2.877e-01, eta: 1 day, 21:07:21, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5861, loss_cls: 3.0843, loss: 3.0843, grad_norm: 1.2902 2020-08-01 16:31:09,902 - mmaction - INFO - Epoch [92][720/940] lr: 2.877e-01, eta: 1 day, 21:06:59, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5947, loss_cls: 3.0523, loss: 3.0523, grad_norm: 1.2795 2020-08-01 16:31:31,515 - mmaction - INFO - Epoch [92][740/940] lr: 2.877e-01, eta: 1 day, 21:06:39, time: 1.081, data_time: 0.005, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5887, loss_cls: 3.0235, loss: 3.0235, grad_norm: 1.2943 2020-08-01 16:31:51,803 - mmaction - INFO - Epoch [92][760/940] lr: 2.877e-01, eta: 1 day, 21:06:16, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5930, loss_cls: 3.0024, loss: 3.0024, grad_norm: 1.2867 2020-08-01 16:32:12,373 - mmaction - INFO - Epoch [92][780/940] lr: 2.877e-01, eta: 1 day, 21:05:54, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5746, loss_cls: 3.1147, loss: 3.1147, grad_norm: 1.2732 2020-08-01 16:32:32,496 - mmaction - INFO - Epoch [92][800/940] lr: 2.877e-01, eta: 1 day, 21:05:32, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5947, loss_cls: 3.0279, loss: 3.0279, grad_norm: 1.2576 2020-08-01 16:32:54,178 - mmaction - INFO - Epoch [92][820/940] lr: 2.877e-01, eta: 1 day, 21:05:12, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5760, loss_cls: 3.0996, loss: 3.0996, grad_norm: 1.2610 2020-08-01 16:33:14,085 - mmaction - INFO - Epoch [92][840/940] lr: 2.877e-01, eta: 1 day, 21:04:49, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5959, loss_cls: 3.0313, loss: 3.0313, grad_norm: 1.2497 2020-08-01 16:33:35,174 - mmaction - INFO - Epoch [92][860/940] lr: 2.877e-01, eta: 1 day, 21:04:28, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5818, loss_cls: 3.0867, loss: 3.0867, grad_norm: 1.2722 2020-08-01 16:33:56,130 - mmaction - INFO - Epoch [92][880/940] lr: 2.877e-01, eta: 1 day, 21:04:06, time: 1.044, data_time: 0.009, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5818, loss_cls: 3.0697, loss: 3.0697, grad_norm: 1.2333 2020-08-01 16:34:17,401 - mmaction - INFO - Epoch [92][900/940] lr: 2.877e-01, eta: 1 day, 21:03:46, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5963, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2660 2020-08-01 16:34:38,037 - mmaction - INFO - Epoch [92][920/940] lr: 2.877e-01, eta: 1 day, 21:03:24, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5920, loss_cls: 3.0232, loss: 3.0232, grad_norm: 1.2529 2020-08-01 16:34:58,728 - mmaction - INFO - Epoch [92][940/940] lr: 2.877e-01, eta: 1 day, 21:03:02, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3253, top5_acc: 0.5745, loss_cls: 3.1213, loss: 3.1213, grad_norm: 1.2609 2020-08-01 16:34:59,018 - mmaction - INFO - Saving checkpoint at 92 epochs 2020-08-01 16:35:29,600 - mmaction - INFO - Epoch [93][20/940] lr: 2.855e-01, eta: 1 day, 21:02:53, time: 1.391, data_time: 0.376, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5877, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.2569 2020-08-01 16:35:50,290 - mmaction - INFO - Epoch [93][40/940] lr: 2.855e-01, eta: 1 day, 21:02:32, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5807, loss_cls: 3.0979, loss: 3.0979, grad_norm: 1.2708 2020-08-01 16:36:11,946 - mmaction - INFO - Epoch [93][60/940] lr: 2.855e-01, eta: 1 day, 21:02:12, time: 1.084, data_time: 0.005, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6029, loss_cls: 2.9392, loss: 2.9392, grad_norm: 1.2613 2020-08-01 16:36:32,446 - mmaction - INFO - Epoch [93][80/940] lr: 2.855e-01, eta: 1 day, 21:01:50, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5850, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.2973 2020-08-01 16:36:53,267 - mmaction - INFO - Epoch [93][100/940] lr: 2.855e-01, eta: 1 day, 21:01:28, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5885, loss_cls: 3.0562, loss: 3.0562, grad_norm: 1.2840 2020-08-01 16:37:14,058 - mmaction - INFO - Epoch [93][120/940] lr: 2.855e-01, eta: 1 day, 21:01:07, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.0429, loss: 3.0429, grad_norm: 1.2492 2020-08-01 16:37:35,327 - mmaction - INFO - Epoch [93][140/940] lr: 2.855e-01, eta: 1 day, 21:00:46, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.3230, top5_acc: 0.5750, loss_cls: 3.0846, loss: 3.0846, grad_norm: 1.2726 2020-08-01 16:37:55,927 - mmaction - INFO - Epoch [93][160/940] lr: 2.855e-01, eta: 1 day, 21:00:24, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5895, loss_cls: 3.0480, loss: 3.0480, grad_norm: 1.2391 2020-08-01 16:38:16,878 - mmaction - INFO - Epoch [93][180/940] lr: 2.855e-01, eta: 1 day, 21:00:03, time: 1.042, data_time: 0.003, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5918, loss_cls: 3.0341, loss: 3.0341, grad_norm: 1.2599 2020-08-01 16:38:37,921 - mmaction - INFO - Epoch [93][200/940] lr: 2.855e-01, eta: 1 day, 20:59:42, time: 1.053, data_time: 0.011, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5891, loss_cls: 3.0400, loss: 3.0400, grad_norm: 1.2460 2020-08-01 16:38:58,459 - mmaction - INFO - Epoch [93][220/940] lr: 2.855e-01, eta: 1 day, 20:59:20, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5932, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.2806 2020-08-01 16:39:19,805 - mmaction - INFO - Epoch [93][240/940] lr: 2.855e-01, eta: 1 day, 20:59:00, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5813, loss_cls: 3.0990, loss: 3.0990, grad_norm: 1.2559 2020-08-01 16:39:41,456 - mmaction - INFO - Epoch [93][260/940] lr: 2.855e-01, eta: 1 day, 20:58:40, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.3396, top5_acc: 0.5869, loss_cls: 3.0571, loss: 3.0571, grad_norm: 1.2648 2020-08-01 16:40:01,916 - mmaction - INFO - Epoch [93][280/940] lr: 2.855e-01, eta: 1 day, 20:58:18, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5867, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.2456 2020-08-01 16:40:22,872 - mmaction - INFO - Epoch [93][300/940] lr: 2.855e-01, eta: 1 day, 20:57:56, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5896, loss_cls: 3.0340, loss: 3.0340, grad_norm: 1.2528 2020-08-01 16:40:43,409 - mmaction - INFO - Epoch [93][320/940] lr: 2.855e-01, eta: 1 day, 20:57:35, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.3471, top5_acc: 0.5967, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.2682 2020-08-01 16:41:04,142 - mmaction - INFO - Epoch [93][340/940] lr: 2.855e-01, eta: 1 day, 20:57:13, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5854, loss_cls: 3.0863, loss: 3.0863, grad_norm: 1.2568 2020-08-01 16:41:24,952 - mmaction - INFO - Epoch [93][360/940] lr: 2.855e-01, eta: 1 day, 20:56:51, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5918, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.2673 2020-08-01 16:41:45,697 - mmaction - INFO - Epoch [93][380/940] lr: 2.855e-01, eta: 1 day, 20:56:30, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5865, loss_cls: 3.0440, loss: 3.0440, grad_norm: 1.2659 2020-08-01 16:42:07,509 - mmaction - INFO - Epoch [93][400/940] lr: 2.855e-01, eta: 1 day, 20:56:10, time: 1.085, data_time: 0.006, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5980, loss_cls: 3.0105, loss: 3.0105, grad_norm: 1.2566 2020-08-01 16:42:28,280 - mmaction - INFO - Epoch [93][420/940] lr: 2.855e-01, eta: 1 day, 20:55:49, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5861, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.2370 2020-08-01 16:42:49,592 - mmaction - INFO - Epoch [93][440/940] lr: 2.855e-01, eta: 1 day, 20:55:28, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5971, loss_cls: 3.0171, loss: 3.0171, grad_norm: 1.2931 2020-08-01 16:43:10,975 - mmaction - INFO - Epoch [93][460/940] lr: 2.855e-01, eta: 1 day, 20:55:08, time: 1.070, data_time: 0.004, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.0703, loss: 3.0703, grad_norm: 1.2773 2020-08-01 16:43:32,140 - mmaction - INFO - Epoch [93][480/940] lr: 2.855e-01, eta: 1 day, 20:54:47, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5848, loss_cls: 3.0414, loss: 3.0414, grad_norm: 1.2480 2020-08-01 16:43:52,819 - mmaction - INFO - Epoch [93][500/940] lr: 2.855e-01, eta: 1 day, 20:54:25, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5961, loss_cls: 2.9925, loss: 2.9925, grad_norm: 1.2760 2020-08-01 16:44:13,739 - mmaction - INFO - Epoch [93][520/940] lr: 2.855e-01, eta: 1 day, 20:54:04, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5895, loss_cls: 3.0685, loss: 3.0685, grad_norm: 1.2853 2020-08-01 16:44:35,898 - mmaction - INFO - Epoch [93][540/940] lr: 2.855e-01, eta: 1 day, 20:53:45, time: 1.109, data_time: 0.006, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5758, loss_cls: 3.1264, loss: 3.1264, grad_norm: 1.2741 2020-08-01 16:44:56,311 - mmaction - INFO - Epoch [93][560/940] lr: 2.855e-01, eta: 1 day, 20:53:23, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5957, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.2442 2020-08-01 16:45:16,757 - mmaction - INFO - Epoch [93][580/940] lr: 2.855e-01, eta: 1 day, 20:53:01, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3379, top5_acc: 0.5895, loss_cls: 3.0412, loss: 3.0412, grad_norm: 1.2768 2020-08-01 16:45:36,953 - mmaction - INFO - Epoch [93][600/940] lr: 2.855e-01, eta: 1 day, 20:52:38, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5869, loss_cls: 3.0652, loss: 3.0652, grad_norm: 1.2572 2020-08-01 16:45:57,112 - mmaction - INFO - Epoch [93][620/940] lr: 2.855e-01, eta: 1 day, 20:52:15, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5889, loss_cls: 3.0561, loss: 3.0561, grad_norm: 1.2683 2020-08-01 16:46:18,658 - mmaction - INFO - Epoch [93][640/940] lr: 2.855e-01, eta: 1 day, 20:51:55, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5943, loss_cls: 3.0159, loss: 3.0159, grad_norm: 1.2719 2020-08-01 16:46:39,878 - mmaction - INFO - Epoch [93][660/940] lr: 2.855e-01, eta: 1 day, 20:51:35, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5859, loss_cls: 3.0702, loss: 3.0702, grad_norm: 1.2725 2020-08-01 16:47:00,334 - mmaction - INFO - Epoch [93][680/940] lr: 2.855e-01, eta: 1 day, 20:51:12, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5896, loss_cls: 3.0075, loss: 3.0075, grad_norm: 1.2782 2020-08-01 16:47:21,031 - mmaction - INFO - Epoch [93][700/940] lr: 2.855e-01, eta: 1 day, 20:50:51, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5992, loss_cls: 3.0178, loss: 3.0178, grad_norm: 1.2902 2020-08-01 16:47:41,476 - mmaction - INFO - Epoch [93][720/940] lr: 2.855e-01, eta: 1 day, 20:50:29, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5932, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.2793 2020-08-01 16:48:03,532 - mmaction - INFO - Epoch [93][740/940] lr: 2.855e-01, eta: 1 day, 20:50:09, time: 1.101, data_time: 0.008, memory: 6199, top1_acc: 0.3215, top5_acc: 0.5713, loss_cls: 3.1243, loss: 3.1243, grad_norm: 1.2586 2020-08-01 16:48:23,751 - mmaction - INFO - Epoch [93][760/940] lr: 2.855e-01, eta: 1 day, 20:49:47, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5887, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.2523 2020-08-01 16:48:44,808 - mmaction - INFO - Epoch [93][780/940] lr: 2.855e-01, eta: 1 day, 20:49:26, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3320, top5_acc: 0.5916, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.2717 2020-08-01 16:49:06,119 - mmaction - INFO - Epoch [93][800/940] lr: 2.855e-01, eta: 1 day, 20:49:05, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5896, loss_cls: 3.0419, loss: 3.0419, grad_norm: 1.2471 2020-08-01 16:49:26,868 - mmaction - INFO - Epoch [93][820/940] lr: 2.855e-01, eta: 1 day, 20:48:44, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5865, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.2585 2020-08-01 16:49:48,002 - mmaction - INFO - Epoch [93][840/940] lr: 2.855e-01, eta: 1 day, 20:48:23, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5766, loss_cls: 3.0934, loss: 3.0934, grad_norm: 1.2681 2020-08-01 16:50:08,338 - mmaction - INFO - Epoch [93][860/940] lr: 2.855e-01, eta: 1 day, 20:48:01, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5926, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.2638 2020-08-01 16:50:29,930 - mmaction - INFO - Epoch [93][880/940] lr: 2.855e-01, eta: 1 day, 20:47:41, time: 1.081, data_time: 0.003, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5820, loss_cls: 3.0662, loss: 3.0662, grad_norm: 1.2567 2020-08-01 16:50:50,496 - mmaction - INFO - Epoch [93][900/940] lr: 2.855e-01, eta: 1 day, 20:47:19, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5855, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.2740 2020-08-01 16:51:11,174 - mmaction - INFO - Epoch [93][920/940] lr: 2.855e-01, eta: 1 day, 20:46:57, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3260, top5_acc: 0.5928, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.2773 2020-08-01 16:51:30,663 - mmaction - INFO - Epoch [93][940/940] lr: 2.855e-01, eta: 1 day, 20:46:33, time: 0.972, data_time: 0.006, memory: 6199, top1_acc: 0.3482, top5_acc: 0.5982, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.2656 2020-08-01 16:52:01,259 - mmaction - INFO - Epoch [94][20/940] lr: 2.833e-01, eta: 1 day, 20:46:28, time: 1.514, data_time: 0.496, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5857, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.2964 2020-08-01 16:52:21,981 - mmaction - INFO - Epoch [94][40/940] lr: 2.833e-01, eta: 1 day, 20:46:07, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3461, top5_acc: 0.5875, loss_cls: 3.0141, loss: 3.0141, grad_norm: 1.2778 2020-08-01 16:52:42,069 - mmaction - INFO - Epoch [94][60/940] lr: 2.833e-01, eta: 1 day, 20:45:44, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6059, loss_cls: 2.9485, loss: 2.9485, grad_norm: 1.2744 2020-08-01 16:53:02,763 - mmaction - INFO - Epoch [94][80/940] lr: 2.833e-01, eta: 1 day, 20:45:22, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5871, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.2803 2020-08-01 16:53:24,048 - mmaction - INFO - Epoch [94][100/940] lr: 2.833e-01, eta: 1 day, 20:45:02, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5895, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.2786 2020-08-01 16:53:45,047 - mmaction - INFO - Epoch [94][120/940] lr: 2.833e-01, eta: 1 day, 20:44:41, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5844, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.2604 2020-08-01 16:54:06,380 - mmaction - INFO - Epoch [94][140/940] lr: 2.833e-01, eta: 1 day, 20:44:20, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6035, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.2836 2020-08-01 16:54:27,054 - mmaction - INFO - Epoch [94][160/940] lr: 2.833e-01, eta: 1 day, 20:43:58, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.3229, top5_acc: 0.5795, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.2814 2020-08-01 16:54:48,425 - mmaction - INFO - Epoch [94][180/940] lr: 2.833e-01, eta: 1 day, 20:43:38, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5914, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.2589 2020-08-01 16:55:09,566 - mmaction - INFO - Epoch [94][200/940] lr: 2.833e-01, eta: 1 day, 20:43:17, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5982, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.3253 2020-08-01 16:55:31,095 - mmaction - INFO - Epoch [94][220/940] lr: 2.833e-01, eta: 1 day, 20:42:57, time: 1.078, data_time: 0.003, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5949, loss_cls: 3.0283, loss: 3.0283, grad_norm: 1.2840 2020-08-01 16:55:52,058 - mmaction - INFO - Epoch [94][240/940] lr: 2.833e-01, eta: 1 day, 20:42:36, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5842, loss_cls: 3.0735, loss: 3.0735, grad_norm: 1.2741 2020-08-01 16:56:13,284 - mmaction - INFO - Epoch [94][260/940] lr: 2.833e-01, eta: 1 day, 20:42:15, time: 1.057, data_time: 0.003, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5914, loss_cls: 3.0291, loss: 3.0291, grad_norm: 1.2867 2020-08-01 16:56:34,323 - mmaction - INFO - Epoch [94][280/940] lr: 2.833e-01, eta: 1 day, 20:41:54, time: 1.054, data_time: 0.011, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5773, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.2984 2020-08-01 16:56:54,369 - mmaction - INFO - Epoch [94][300/940] lr: 2.833e-01, eta: 1 day, 20:41:31, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5881, loss_cls: 3.0373, loss: 3.0373, grad_norm: 1.2744 2020-08-01 16:57:14,651 - mmaction - INFO - Epoch [94][320/940] lr: 2.833e-01, eta: 1 day, 20:41:09, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5807, loss_cls: 3.0642, loss: 3.0642, grad_norm: 1.2474 2020-08-01 16:57:35,276 - mmaction - INFO - Epoch [94][340/940] lr: 2.833e-01, eta: 1 day, 20:40:47, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5902, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.2684 2020-08-01 16:57:56,093 - mmaction - INFO - Epoch [94][360/940] lr: 2.833e-01, eta: 1 day, 20:40:26, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3477, top5_acc: 0.5936, loss_cls: 2.9855, loss: 2.9855, grad_norm: 1.2913 2020-08-01 16:58:18,814 - mmaction - INFO - Epoch [94][380/940] lr: 2.833e-01, eta: 1 day, 20:40:08, time: 1.136, data_time: 0.003, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5824, loss_cls: 3.0817, loss: 3.0817, grad_norm: 1.2894 2020-08-01 16:58:40,356 - mmaction - INFO - Epoch [94][400/940] lr: 2.833e-01, eta: 1 day, 20:39:47, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5744, loss_cls: 3.0895, loss: 3.0895, grad_norm: 1.2556 2020-08-01 16:59:00,422 - mmaction - INFO - Epoch [94][420/940] lr: 2.833e-01, eta: 1 day, 20:39:25, time: 1.003, data_time: 0.003, memory: 6199, top1_acc: 0.3275, top5_acc: 0.5828, loss_cls: 3.0462, loss: 3.0462, grad_norm: 1.2625 2020-08-01 16:59:20,733 - mmaction - INFO - Epoch [94][440/940] lr: 2.833e-01, eta: 1 day, 20:39:02, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5889, loss_cls: 3.0142, loss: 3.0142, grad_norm: 1.2452 2020-08-01 16:59:42,209 - mmaction - INFO - Epoch [94][460/940] lr: 2.833e-01, eta: 1 day, 20:38:42, time: 1.075, data_time: 0.003, memory: 6199, top1_acc: 0.3416, top5_acc: 0.6014, loss_cls: 2.9832, loss: 2.9832, grad_norm: 1.2849 2020-08-01 17:00:02,170 - mmaction - INFO - Epoch [94][480/940] lr: 2.833e-01, eta: 1 day, 20:38:19, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3305, top5_acc: 0.5879, loss_cls: 3.0546, loss: 3.0546, grad_norm: 1.2776 2020-08-01 17:00:36,709 - mmaction - INFO - Epoch [94][500/940] lr: 2.833e-01, eta: 1 day, 20:38:21, time: 1.717, data_time: 0.005, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5910, loss_cls: 3.0471, loss: 3.0471, grad_norm: 1.2744 2020-08-01 17:00:57,598 - mmaction - INFO - Epoch [94][520/940] lr: 2.833e-01, eta: 1 day, 20:38:00, time: 1.053, data_time: 0.031, memory: 6199, top1_acc: 0.3455, top5_acc: 0.5904, loss_cls: 3.0262, loss: 3.0262, grad_norm: 1.2640 2020-08-01 17:01:17,289 - mmaction - INFO - Epoch [94][540/940] lr: 2.833e-01, eta: 1 day, 20:37:37, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5871, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.2863 2020-08-01 17:01:38,761 - mmaction - INFO - Epoch [94][560/940] lr: 2.833e-01, eta: 1 day, 20:37:17, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3432, top5_acc: 0.5949, loss_cls: 3.0173, loss: 3.0173, grad_norm: 1.2866 2020-08-01 17:01:59,134 - mmaction - INFO - Epoch [94][580/940] lr: 2.833e-01, eta: 1 day, 20:36:54, time: 1.018, data_time: 0.003, memory: 6199, top1_acc: 0.3270, top5_acc: 0.5758, loss_cls: 3.0664, loss: 3.0664, grad_norm: 1.2764 2020-08-01 17:02:19,660 - mmaction - INFO - Epoch [94][600/940] lr: 2.833e-01, eta: 1 day, 20:36:32, time: 1.026, data_time: 0.002, memory: 6199, top1_acc: 0.3432, top5_acc: 0.5893, loss_cls: 3.0379, loss: 3.0379, grad_norm: 1.2622 2020-08-01 17:02:40,101 - mmaction - INFO - Epoch [94][620/940] lr: 2.833e-01, eta: 1 day, 20:36:10, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5865, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.2760 2020-08-01 17:03:00,999 - mmaction - INFO - Epoch [94][640/940] lr: 2.833e-01, eta: 1 day, 20:35:49, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3268, top5_acc: 0.5746, loss_cls: 3.1050, loss: 3.1050, grad_norm: 1.2937 2020-08-01 17:03:22,666 - mmaction - INFO - Epoch [94][660/940] lr: 2.833e-01, eta: 1 day, 20:35:29, time: 1.082, data_time: 0.009, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5881, loss_cls: 3.0316, loss: 3.0316, grad_norm: 1.2675 2020-08-01 17:03:43,152 - mmaction - INFO - Epoch [94][680/940] lr: 2.833e-01, eta: 1 day, 20:35:07, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0692, loss: 3.0692, grad_norm: 1.2408 2020-08-01 17:04:04,191 - mmaction - INFO - Epoch [94][700/940] lr: 2.833e-01, eta: 1 day, 20:34:46, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5809, loss_cls: 3.0639, loss: 3.0639, grad_norm: 1.2575 2020-08-01 17:04:25,253 - mmaction - INFO - Epoch [94][720/940] lr: 2.833e-01, eta: 1 day, 20:34:25, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5809, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.2460 2020-08-01 17:04:47,392 - mmaction - INFO - Epoch [94][740/940] lr: 2.833e-01, eta: 1 day, 20:34:06, time: 1.110, data_time: 0.007, memory: 6199, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.2857 2020-08-01 17:05:08,187 - mmaction - INFO - Epoch [94][760/940] lr: 2.833e-01, eta: 1 day, 20:33:44, time: 1.039, data_time: 0.002, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5893, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.2844 2020-08-01 17:05:28,651 - mmaction - INFO - Epoch [94][780/940] lr: 2.833e-01, eta: 1 day, 20:33:22, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5932, loss_cls: 3.0191, loss: 3.0191, grad_norm: 1.2769 2020-08-01 17:05:49,407 - mmaction - INFO - Epoch [94][800/940] lr: 2.833e-01, eta: 1 day, 20:33:01, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5916, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.2881 2020-08-01 17:06:09,723 - mmaction - INFO - Epoch [94][820/940] lr: 2.833e-01, eta: 1 day, 20:32:38, time: 1.015, data_time: 0.003, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5846, loss_cls: 3.0613, loss: 3.0613, grad_norm: 1.2511 2020-08-01 17:06:31,827 - mmaction - INFO - Epoch [94][840/940] lr: 2.833e-01, eta: 1 day, 20:32:19, time: 1.102, data_time: 0.007, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5852, loss_cls: 3.0290, loss: 3.0290, grad_norm: 1.2743 2020-08-01 17:06:53,576 - mmaction - INFO - Epoch [94][860/940] lr: 2.833e-01, eta: 1 day, 20:31:59, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5865, loss_cls: 3.0514, loss: 3.0514, grad_norm: 1.2681 2020-08-01 17:07:13,766 - mmaction - INFO - Epoch [94][880/940] lr: 2.833e-01, eta: 1 day, 20:31:37, time: 1.011, data_time: 0.011, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5945, loss_cls: 3.0493, loss: 3.0493, grad_norm: 1.2713 2020-08-01 17:07:35,285 - mmaction - INFO - Epoch [94][900/940] lr: 2.833e-01, eta: 1 day, 20:31:17, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5904, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.2408 2020-08-01 17:07:55,816 - mmaction - INFO - Epoch [94][920/940] lr: 2.833e-01, eta: 1 day, 20:30:55, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3480, top5_acc: 0.5896, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2559 2020-08-01 17:08:16,494 - mmaction - INFO - Epoch [94][940/940] lr: 2.833e-01, eta: 1 day, 20:30:33, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5909, loss_cls: 3.0367, loss: 3.0367, grad_norm: 1.2666 2020-08-01 17:08:51,959 - mmaction - INFO - Epoch [95][20/940] lr: 2.810e-01, eta: 1 day, 20:30:36, time: 1.743, data_time: 0.717, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5885, loss_cls: 3.0317, loss: 3.0317, grad_norm: 1.2804 2020-08-01 17:09:12,009 - mmaction - INFO - Epoch [95][40/940] lr: 2.810e-01, eta: 1 day, 20:30:13, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5920, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.2667 2020-08-01 17:09:32,444 - mmaction - INFO - Epoch [95][60/940] lr: 2.810e-01, eta: 1 day, 20:29:51, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5939, loss_cls: 2.9957, loss: 2.9957, grad_norm: 1.2596 2020-08-01 17:09:52,380 - mmaction - INFO - Epoch [95][80/940] lr: 2.810e-01, eta: 1 day, 20:29:28, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3455, top5_acc: 0.6006, loss_cls: 3.0081, loss: 3.0081, grad_norm: 1.2817 2020-08-01 17:10:13,472 - mmaction - INFO - Epoch [95][100/940] lr: 2.810e-01, eta: 1 day, 20:29:07, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5939, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.2902 2020-08-01 17:10:34,152 - mmaction - INFO - Epoch [95][120/940] lr: 2.810e-01, eta: 1 day, 20:28:45, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6049, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.2814 2020-08-01 17:10:55,091 - mmaction - INFO - Epoch [95][140/940] lr: 2.810e-01, eta: 1 day, 20:28:24, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5834, loss_cls: 3.0740, loss: 3.0740, grad_norm: 1.2614 2020-08-01 17:11:15,941 - mmaction - INFO - Epoch [95][160/940] lr: 2.810e-01, eta: 1 day, 20:28:03, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5855, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.2691 2020-08-01 17:11:37,606 - mmaction - INFO - Epoch [95][180/940] lr: 2.810e-01, eta: 1 day, 20:27:43, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.3432, top5_acc: 0.5938, loss_cls: 3.0426, loss: 3.0426, grad_norm: 1.2790 2020-08-01 17:11:57,965 - mmaction - INFO - Epoch [95][200/940] lr: 2.810e-01, eta: 1 day, 20:27:21, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5982, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.2875 2020-08-01 17:12:19,057 - mmaction - INFO - Epoch [95][220/940] lr: 2.810e-01, eta: 1 day, 20:27:00, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5904, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.2701 2020-08-01 17:12:39,251 - mmaction - INFO - Epoch [95][240/940] lr: 2.810e-01, eta: 1 day, 20:26:37, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5873, loss_cls: 3.0197, loss: 3.0197, grad_norm: 1.2551 2020-08-01 17:13:00,053 - mmaction - INFO - Epoch [95][260/940] lr: 2.810e-01, eta: 1 day, 20:26:15, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3262, top5_acc: 0.5822, loss_cls: 3.0893, loss: 3.0893, grad_norm: 1.2909 2020-08-01 17:13:20,418 - mmaction - INFO - Epoch [95][280/940] lr: 2.810e-01, eta: 1 day, 20:25:53, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5912, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2620 2020-08-01 17:13:41,972 - mmaction - INFO - Epoch [95][300/940] lr: 2.810e-01, eta: 1 day, 20:25:33, time: 1.074, data_time: 0.003, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5965, loss_cls: 2.9890, loss: 2.9890, grad_norm: 1.2623 2020-08-01 17:14:04,473 - mmaction - INFO - Epoch [95][320/940] lr: 2.810e-01, eta: 1 day, 20:25:15, time: 1.129, data_time: 0.007, memory: 6199, top1_acc: 0.3482, top5_acc: 0.6000, loss_cls: 2.9807, loss: 2.9807, grad_norm: 1.2754 2020-08-01 17:14:25,584 - mmaction - INFO - Epoch [95][340/940] lr: 2.810e-01, eta: 1 day, 20:24:54, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.3471, top5_acc: 0.5939, loss_cls: 3.0203, loss: 3.0203, grad_norm: 1.2689 2020-08-01 17:14:46,486 - mmaction - INFO - Epoch [95][360/940] lr: 2.810e-01, eta: 1 day, 20:24:32, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5883, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2863 2020-08-01 17:15:07,170 - mmaction - INFO - Epoch [95][380/940] lr: 2.810e-01, eta: 1 day, 20:24:11, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5912, loss_cls: 3.0308, loss: 3.0308, grad_norm: 1.2675 2020-08-01 17:15:27,681 - mmaction - INFO - Epoch [95][400/940] lr: 2.810e-01, eta: 1 day, 20:23:49, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.3400, top5_acc: 0.5898, loss_cls: 3.0301, loss: 3.0301, grad_norm: 1.2867 2020-08-01 17:15:48,377 - mmaction - INFO - Epoch [95][420/940] lr: 2.810e-01, eta: 1 day, 20:23:27, time: 1.034, data_time: 0.004, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5883, loss_cls: 3.0482, loss: 3.0482, grad_norm: 1.2977 2020-08-01 17:16:10,243 - mmaction - INFO - Epoch [95][440/940] lr: 2.810e-01, eta: 1 day, 20:23:07, time: 1.096, data_time: 0.005, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5854, loss_cls: 3.0456, loss: 3.0456, grad_norm: 1.2806 2020-08-01 17:16:30,845 - mmaction - INFO - Epoch [95][460/940] lr: 2.810e-01, eta: 1 day, 20:22:45, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5957, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.2496 2020-08-01 17:16:52,073 - mmaction - INFO - Epoch [95][480/940] lr: 2.810e-01, eta: 1 day, 20:22:25, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.3412, top5_acc: 0.6014, loss_cls: 2.9839, loss: 2.9839, grad_norm: 1.3082 2020-08-01 17:17:12,516 - mmaction - INFO - Epoch [95][500/940] lr: 2.810e-01, eta: 1 day, 20:22:03, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5906, loss_cls: 3.0240, loss: 3.0240, grad_norm: 1.3015 2020-08-01 17:17:33,467 - mmaction - INFO - Epoch [95][520/940] lr: 2.810e-01, eta: 1 day, 20:21:42, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3500, top5_acc: 0.5998, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.2579 2020-08-01 17:17:54,186 - mmaction - INFO - Epoch [95][540/940] lr: 2.810e-01, eta: 1 day, 20:21:20, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5846, loss_cls: 3.0384, loss: 3.0384, grad_norm: 1.2986 2020-08-01 17:18:15,751 - mmaction - INFO - Epoch [95][560/940] lr: 2.810e-01, eta: 1 day, 20:21:00, time: 1.078, data_time: 0.003, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5936, loss_cls: 3.0279, loss: 3.0279, grad_norm: 1.2762 2020-08-01 17:18:36,662 - mmaction - INFO - Epoch [95][580/940] lr: 2.810e-01, eta: 1 day, 20:20:38, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5918, loss_cls: 3.0013, loss: 3.0013, grad_norm: 1.2744 2020-08-01 17:18:56,880 - mmaction - INFO - Epoch [95][600/940] lr: 2.810e-01, eta: 1 day, 20:20:16, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3346, top5_acc: 0.5848, loss_cls: 3.0455, loss: 3.0455, grad_norm: 1.2942 2020-08-01 17:19:18,469 - mmaction - INFO - Epoch [95][620/940] lr: 2.810e-01, eta: 1 day, 20:19:56, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5814, loss_cls: 3.0952, loss: 3.0952, grad_norm: 1.2683 2020-08-01 17:19:39,485 - mmaction - INFO - Epoch [95][640/940] lr: 2.810e-01, eta: 1 day, 20:19:35, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5775, loss_cls: 3.0847, loss: 3.0847, grad_norm: 1.2864 2020-08-01 17:20:00,395 - mmaction - INFO - Epoch [95][660/940] lr: 2.810e-01, eta: 1 day, 20:19:14, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5910, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.2876 2020-08-01 17:20:20,830 - mmaction - INFO - Epoch [95][680/940] lr: 2.810e-01, eta: 1 day, 20:18:51, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5881, loss_cls: 3.0316, loss: 3.0316, grad_norm: 1.2752 2020-08-01 17:20:42,073 - mmaction - INFO - Epoch [95][700/940] lr: 2.810e-01, eta: 1 day, 20:18:31, time: 1.062, data_time: 0.011, memory: 6199, top1_acc: 0.3354, top5_acc: 0.5893, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.2814 2020-08-01 17:21:02,795 - mmaction - INFO - Epoch [95][720/940] lr: 2.810e-01, eta: 1 day, 20:18:09, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5801, loss_cls: 3.1046, loss: 3.1046, grad_norm: 1.2901 2020-08-01 17:21:24,186 - mmaction - INFO - Epoch [95][740/940] lr: 2.810e-01, eta: 1 day, 20:17:49, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5914, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.2591 2020-08-01 17:21:45,501 - mmaction - INFO - Epoch [95][760/940] lr: 2.810e-01, eta: 1 day, 20:17:28, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.3207, top5_acc: 0.5779, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.2803 2020-08-01 17:22:06,544 - mmaction - INFO - Epoch [95][780/940] lr: 2.810e-01, eta: 1 day, 20:17:07, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5836, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.2684 2020-08-01 17:22:27,359 - mmaction - INFO - Epoch [95][800/940] lr: 2.810e-01, eta: 1 day, 20:16:46, time: 1.041, data_time: 0.003, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5881, loss_cls: 3.0335, loss: 3.0335, grad_norm: 1.2746 2020-08-01 17:22:47,775 - mmaction - INFO - Epoch [95][820/940] lr: 2.810e-01, eta: 1 day, 20:16:24, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5973, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.2839 2020-08-01 17:23:08,031 - mmaction - INFO - Epoch [95][840/940] lr: 2.810e-01, eta: 1 day, 20:16:01, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5754, loss_cls: 3.0720, loss: 3.0720, grad_norm: 1.3068 2020-08-01 17:23:28,253 - mmaction - INFO - Epoch [95][860/940] lr: 2.810e-01, eta: 1 day, 20:15:39, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3457, top5_acc: 0.5873, loss_cls: 3.0312, loss: 3.0312, grad_norm: 1.2790 2020-08-01 17:23:49,219 - mmaction - INFO - Epoch [95][880/940] lr: 2.810e-01, eta: 1 day, 20:15:18, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3271, top5_acc: 0.5869, loss_cls: 3.0604, loss: 3.0604, grad_norm: 1.2764 2020-08-01 17:24:09,797 - mmaction - INFO - Epoch [95][900/940] lr: 2.810e-01, eta: 1 day, 20:14:56, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5939, loss_cls: 3.0124, loss: 3.0124, grad_norm: 1.2638 2020-08-01 17:24:30,690 - mmaction - INFO - Epoch [95][920/940] lr: 2.810e-01, eta: 1 day, 20:14:34, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5904, loss_cls: 3.0493, loss: 3.0493, grad_norm: 1.2656 2020-08-01 17:24:49,811 - mmaction - INFO - Epoch [95][940/940] lr: 2.810e-01, eta: 1 day, 20:14:10, time: 0.957, data_time: 0.008, memory: 6199, top1_acc: 0.3243, top5_acc: 0.5806, loss_cls: 3.0661, loss: 3.0661, grad_norm: 1.3066 2020-08-01 17:25:20,842 - mmaction - INFO - Epoch [96][20/940] lr: 2.788e-01, eta: 1 day, 20:14:05, time: 1.530, data_time: 0.438, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5822, loss_cls: 3.0651, loss: 3.0651, grad_norm: 1.2622 2020-08-01 17:25:40,667 - mmaction - INFO - Epoch [96][40/940] lr: 2.788e-01, eta: 1 day, 20:13:42, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.3500, top5_acc: 0.6037, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.2720 2020-08-01 17:26:01,236 - mmaction - INFO - Epoch [96][60/940] lr: 2.788e-01, eta: 1 day, 20:13:20, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3506, top5_acc: 0.5961, loss_cls: 3.0099, loss: 3.0099, grad_norm: 1.2879 2020-08-01 17:26:21,660 - mmaction - INFO - Epoch [96][80/940] lr: 2.788e-01, eta: 1 day, 20:12:58, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5865, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.2944 2020-08-01 17:26:42,428 - mmaction - INFO - Epoch [96][100/940] lr: 2.788e-01, eta: 1 day, 20:12:37, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3439, top5_acc: 0.6055, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.2814 2020-08-01 17:27:04,094 - mmaction - INFO - Epoch [96][120/940] lr: 2.788e-01, eta: 1 day, 20:12:17, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.3465, top5_acc: 0.6000, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.2741 2020-08-01 17:27:25,778 - mmaction - INFO - Epoch [96][140/940] lr: 2.788e-01, eta: 1 day, 20:11:57, time: 1.082, data_time: 0.003, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5936, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.2795 2020-08-01 17:27:45,791 - mmaction - INFO - Epoch [96][160/940] lr: 2.788e-01, eta: 1 day, 20:11:34, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5904, loss_cls: 3.0319, loss: 3.0319, grad_norm: 1.2843 2020-08-01 17:28:06,661 - mmaction - INFO - Epoch [96][180/940] lr: 2.788e-01, eta: 1 day, 20:11:13, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5893, loss_cls: 3.0364, loss: 3.0364, grad_norm: 1.2918 2020-08-01 17:28:28,485 - mmaction - INFO - Epoch [96][200/940] lr: 2.788e-01, eta: 1 day, 20:10:53, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.3480, top5_acc: 0.5924, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.2677 2020-08-01 17:28:50,472 - mmaction - INFO - Epoch [96][220/940] lr: 2.788e-01, eta: 1 day, 20:10:33, time: 1.102, data_time: 0.007, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5939, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.2861 2020-08-01 17:29:11,185 - mmaction - INFO - Epoch [96][240/940] lr: 2.788e-01, eta: 1 day, 20:10:12, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5896, loss_cls: 3.0566, loss: 3.0566, grad_norm: 1.2933 2020-08-01 17:29:32,057 - mmaction - INFO - Epoch [96][260/940] lr: 2.788e-01, eta: 1 day, 20:09:50, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5947, loss_cls: 2.9939, loss: 2.9939, grad_norm: 1.2807 2020-08-01 17:29:53,564 - mmaction - INFO - Epoch [96][280/940] lr: 2.788e-01, eta: 1 day, 20:09:30, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5883, loss_cls: 3.0348, loss: 3.0348, grad_norm: 1.3010 2020-08-01 17:30:14,980 - mmaction - INFO - Epoch [96][300/940] lr: 2.788e-01, eta: 1 day, 20:09:10, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5785, loss_cls: 3.0550, loss: 3.0550, grad_norm: 1.2853 2020-08-01 17:30:35,818 - mmaction - INFO - Epoch [96][320/940] lr: 2.788e-01, eta: 1 day, 20:08:48, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5813, loss_cls: 3.0747, loss: 3.0747, grad_norm: 1.2628 2020-08-01 17:30:56,331 - mmaction - INFO - Epoch [96][340/940] lr: 2.788e-01, eta: 1 day, 20:08:26, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3338, top5_acc: 0.5844, loss_cls: 3.0299, loss: 3.0299, grad_norm: 1.2731 2020-08-01 17:31:17,169 - mmaction - INFO - Epoch [96][360/940] lr: 2.788e-01, eta: 1 day, 20:08:05, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.3443, top5_acc: 0.6014, loss_cls: 2.9769, loss: 2.9769, grad_norm: 1.3007 2020-08-01 17:31:38,806 - mmaction - INFO - Epoch [96][380/940] lr: 2.788e-01, eta: 1 day, 20:07:45, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5891, loss_cls: 3.0531, loss: 3.0531, grad_norm: 1.2889 2020-08-01 17:31:59,533 - mmaction - INFO - Epoch [96][400/940] lr: 2.788e-01, eta: 1 day, 20:07:23, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5850, loss_cls: 3.0657, loss: 3.0657, grad_norm: 1.2679 2020-08-01 17:32:21,955 - mmaction - INFO - Epoch [96][420/940] lr: 2.788e-01, eta: 1 day, 20:07:05, time: 1.120, data_time: 0.009, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5760, loss_cls: 3.0897, loss: 3.0897, grad_norm: 1.2608 2020-08-01 17:32:41,758 - mmaction - INFO - Epoch [96][440/940] lr: 2.788e-01, eta: 1 day, 20:06:41, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5850, loss_cls: 3.0469, loss: 3.0469, grad_norm: 1.2778 2020-08-01 17:33:02,729 - mmaction - INFO - Epoch [96][460/940] lr: 2.788e-01, eta: 1 day, 20:06:20, time: 1.047, data_time: 0.010, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5938, loss_cls: 3.0309, loss: 3.0309, grad_norm: 1.2797 2020-08-01 17:33:24,652 - mmaction - INFO - Epoch [96][480/940] lr: 2.788e-01, eta: 1 day, 20:06:01, time: 1.099, data_time: 0.008, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5865, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.2741 2020-08-01 17:33:45,219 - mmaction - INFO - Epoch [96][500/940] lr: 2.788e-01, eta: 1 day, 20:05:39, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0376, loss: 3.0376, grad_norm: 1.2841 2020-08-01 17:34:07,168 - mmaction - INFO - Epoch [96][520/940] lr: 2.788e-01, eta: 1 day, 20:05:19, time: 1.103, data_time: 0.008, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5838, loss_cls: 3.0543, loss: 3.0543, grad_norm: 1.2949 2020-08-01 17:34:27,585 - mmaction - INFO - Epoch [96][540/940] lr: 2.788e-01, eta: 1 day, 20:04:57, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5846, loss_cls: 3.0668, loss: 3.0668, grad_norm: 1.2629 2020-08-01 17:34:48,808 - mmaction - INFO - Epoch [96][560/940] lr: 2.788e-01, eta: 1 day, 20:04:37, time: 1.061, data_time: 0.004, memory: 6199, top1_acc: 0.3484, top5_acc: 0.5930, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.3042 2020-08-01 17:35:09,771 - mmaction - INFO - Epoch [96][580/940] lr: 2.788e-01, eta: 1 day, 20:04:15, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5941, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.2805 2020-08-01 17:35:30,547 - mmaction - INFO - Epoch [96][600/940] lr: 2.788e-01, eta: 1 day, 20:03:54, time: 1.039, data_time: 0.004, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5920, loss_cls: 3.0180, loss: 3.0180, grad_norm: 1.3114 2020-08-01 17:35:52,537 - mmaction - INFO - Epoch [96][620/940] lr: 2.788e-01, eta: 1 day, 20:03:34, time: 1.100, data_time: 0.010, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5922, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2858 2020-08-01 17:36:12,546 - mmaction - INFO - Epoch [96][640/940] lr: 2.788e-01, eta: 1 day, 20:03:12, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5920, loss_cls: 3.0346, loss: 3.0346, grad_norm: 1.2714 2020-08-01 17:36:32,731 - mmaction - INFO - Epoch [96][660/940] lr: 2.788e-01, eta: 1 day, 20:02:49, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.3426, top5_acc: 0.6035, loss_cls: 2.9938, loss: 2.9938, grad_norm: 1.3021 2020-08-01 17:36:53,887 - mmaction - INFO - Epoch [96][680/940] lr: 2.788e-01, eta: 1 day, 20:02:28, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5928, loss_cls: 3.0264, loss: 3.0264, grad_norm: 1.2612 2020-08-01 17:37:15,612 - mmaction - INFO - Epoch [96][700/940] lr: 2.788e-01, eta: 1 day, 20:02:08, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3467, top5_acc: 0.5973, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.2876 2020-08-01 17:37:36,876 - mmaction - INFO - Epoch [96][720/940] lr: 2.788e-01, eta: 1 day, 20:01:47, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3475, top5_acc: 0.5951, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.2624 2020-08-01 17:37:57,713 - mmaction - INFO - Epoch [96][740/940] lr: 2.788e-01, eta: 1 day, 20:01:26, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5945, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.2853 2020-08-01 17:38:19,006 - mmaction - INFO - Epoch [96][760/940] lr: 2.788e-01, eta: 1 day, 20:01:05, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.3479, top5_acc: 0.5959, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.2777 2020-08-01 17:38:39,674 - mmaction - INFO - Epoch [96][780/940] lr: 2.788e-01, eta: 1 day, 20:00:44, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.3533, top5_acc: 0.5943, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.2856 2020-08-01 17:39:00,200 - mmaction - INFO - Epoch [96][800/940] lr: 2.788e-01, eta: 1 day, 20:00:22, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5908, loss_cls: 3.0369, loss: 3.0369, grad_norm: 1.2990 2020-08-01 17:39:21,677 - mmaction - INFO - Epoch [96][820/940] lr: 2.788e-01, eta: 1 day, 20:00:02, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5885, loss_cls: 3.0390, loss: 3.0390, grad_norm: 1.2932 2020-08-01 17:39:41,575 - mmaction - INFO - Epoch [96][840/940] lr: 2.788e-01, eta: 1 day, 19:59:39, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5834, loss_cls: 3.0699, loss: 3.0699, grad_norm: 1.2875 2020-08-01 17:40:03,430 - mmaction - INFO - Epoch [96][860/940] lr: 2.788e-01, eta: 1 day, 19:59:19, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5813, loss_cls: 3.0783, loss: 3.0783, grad_norm: 1.2474 2020-08-01 17:40:24,647 - mmaction - INFO - Epoch [96][880/940] lr: 2.788e-01, eta: 1 day, 19:58:58, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5934, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.2795 2020-08-01 17:40:45,954 - mmaction - INFO - Epoch [96][900/940] lr: 2.788e-01, eta: 1 day, 19:58:38, time: 1.063, data_time: 0.009, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5945, loss_cls: 3.0042, loss: 3.0042, grad_norm: 1.2931 2020-08-01 17:41:06,711 - mmaction - INFO - Epoch [96][920/940] lr: 2.788e-01, eta: 1 day, 19:58:16, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3402, top5_acc: 0.5914, loss_cls: 3.0154, loss: 3.0154, grad_norm: 1.2813 2020-08-01 17:41:25,887 - mmaction - INFO - Epoch [96][940/940] lr: 2.788e-01, eta: 1 day, 19:57:52, time: 0.961, data_time: 0.009, memory: 6199, top1_acc: 0.3283, top5_acc: 0.5911, loss_cls: 3.0506, loss: 3.0506, grad_norm: 1.2975 2020-08-01 17:41:26,280 - mmaction - INFO - Saving checkpoint at 96 epochs 2020-08-01 17:41:56,605 - mmaction - INFO - Epoch [97][20/940] lr: 2.765e-01, eta: 1 day, 19:57:45, time: 1.472, data_time: 0.487, memory: 6199, top1_acc: 0.3496, top5_acc: 0.6018, loss_cls: 2.9837, loss: 2.9837, grad_norm: 1.2940 2020-08-01 17:42:16,465 - mmaction - INFO - Epoch [97][40/940] lr: 2.765e-01, eta: 1 day, 19:57:22, time: 0.993, data_time: 0.003, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5904, loss_cls: 3.0049, loss: 3.0049, grad_norm: 1.2677 2020-08-01 17:42:37,641 - mmaction - INFO - Epoch [97][60/940] lr: 2.765e-01, eta: 1 day, 19:57:01, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5990, loss_cls: 3.0127, loss: 3.0127, grad_norm: 1.2995 2020-08-01 17:42:58,436 - mmaction - INFO - Epoch [97][80/940] lr: 2.765e-01, eta: 1 day, 19:56:39, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5893, loss_cls: 3.0152, loss: 3.0152, grad_norm: 1.2763 2020-08-01 17:43:20,232 - mmaction - INFO - Epoch [97][100/940] lr: 2.765e-01, eta: 1 day, 19:56:20, time: 1.090, data_time: 0.003, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5957, loss_cls: 3.0270, loss: 3.0270, grad_norm: 1.3262 2020-08-01 17:43:40,293 - mmaction - INFO - Epoch [97][120/940] lr: 2.765e-01, eta: 1 day, 19:55:57, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5893, loss_cls: 3.0111, loss: 3.0111, grad_norm: 1.2759 2020-08-01 17:44:00,752 - mmaction - INFO - Epoch [97][140/940] lr: 2.765e-01, eta: 1 day, 19:55:35, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0181, loss: 3.0181, grad_norm: 1.2694 2020-08-01 17:44:21,726 - mmaction - INFO - Epoch [97][160/940] lr: 2.765e-01, eta: 1 day, 19:55:14, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3439, top5_acc: 0.5922, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.2855 2020-08-01 17:44:43,218 - mmaction - INFO - Epoch [97][180/940] lr: 2.765e-01, eta: 1 day, 19:54:53, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3316, top5_acc: 0.5855, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.3031 2020-08-01 17:45:03,357 - mmaction - INFO - Epoch [97][200/940] lr: 2.765e-01, eta: 1 day, 19:54:31, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5938, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.2820 2020-08-01 17:45:24,338 - mmaction - INFO - Epoch [97][220/940] lr: 2.765e-01, eta: 1 day, 19:54:10, time: 1.046, data_time: 0.002, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5975, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.2819 2020-08-01 17:45:45,215 - mmaction - INFO - Epoch [97][240/940] lr: 2.765e-01, eta: 1 day, 19:53:48, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3461, top5_acc: 0.5986, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.2840 2020-08-01 17:46:05,926 - mmaction - INFO - Epoch [97][260/940] lr: 2.765e-01, eta: 1 day, 19:53:27, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3396, top5_acc: 0.5910, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.2673 2020-08-01 17:46:26,853 - mmaction - INFO - Epoch [97][280/940] lr: 2.765e-01, eta: 1 day, 19:53:05, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5900, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.2753 2020-08-01 17:46:48,244 - mmaction - INFO - Epoch [97][300/940] lr: 2.765e-01, eta: 1 day, 19:52:45, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5869, loss_cls: 3.0015, loss: 3.0015, grad_norm: 1.2755 2020-08-01 17:47:10,405 - mmaction - INFO - Epoch [97][320/940] lr: 2.765e-01, eta: 1 day, 19:52:26, time: 1.112, data_time: 0.008, memory: 6199, top1_acc: 0.3496, top5_acc: 0.5953, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.2798 2020-08-01 17:47:31,400 - mmaction - INFO - Epoch [97][340/940] lr: 2.765e-01, eta: 1 day, 19:52:05, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3479, top5_acc: 0.5871, loss_cls: 3.0229, loss: 3.0229, grad_norm: 1.2527 2020-08-01 17:47:52,379 - mmaction - INFO - Epoch [97][360/940] lr: 2.765e-01, eta: 1 day, 19:51:44, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3541, top5_acc: 0.5990, loss_cls: 2.9825, loss: 2.9825, grad_norm: 1.2651 2020-08-01 17:48:13,725 - mmaction - INFO - Epoch [97][380/940] lr: 2.765e-01, eta: 1 day, 19:51:23, time: 1.066, data_time: 0.010, memory: 6199, top1_acc: 0.3307, top5_acc: 0.5836, loss_cls: 3.0923, loss: 3.0923, grad_norm: 1.2842 2020-08-01 17:48:34,762 - mmaction - INFO - Epoch [97][400/940] lr: 2.765e-01, eta: 1 day, 19:51:02, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5949, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.2894 2020-08-01 17:48:55,765 - mmaction - INFO - Epoch [97][420/940] lr: 2.765e-01, eta: 1 day, 19:50:41, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5826, loss_cls: 3.0687, loss: 3.0687, grad_norm: 1.2686 2020-08-01 17:49:15,907 - mmaction - INFO - Epoch [97][440/940] lr: 2.765e-01, eta: 1 day, 19:50:18, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5938, loss_cls: 3.0222, loss: 3.0222, grad_norm: 1.2816 2020-08-01 17:49:36,681 - mmaction - INFO - Epoch [97][460/940] lr: 2.765e-01, eta: 1 day, 19:49:57, time: 1.039, data_time: 0.010, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5850, loss_cls: 3.0202, loss: 3.0202, grad_norm: 1.2912 2020-08-01 17:49:57,700 - mmaction - INFO - Epoch [97][480/940] lr: 2.765e-01, eta: 1 day, 19:49:36, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5838, loss_cls: 3.0540, loss: 3.0540, grad_norm: 1.2866 2020-08-01 17:50:21,616 - mmaction - INFO - Epoch [97][500/940] lr: 2.765e-01, eta: 1 day, 19:49:19, time: 1.192, data_time: 0.005, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5893, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.2789 2020-08-01 17:50:42,679 - mmaction - INFO - Epoch [97][520/940] lr: 2.765e-01, eta: 1 day, 19:48:58, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 3.0392, loss: 3.0392, grad_norm: 1.2811 2020-08-01 17:51:03,526 - mmaction - INFO - Epoch [97][540/940] lr: 2.765e-01, eta: 1 day, 19:48:37, time: 1.044, data_time: 0.009, memory: 6199, top1_acc: 0.3482, top5_acc: 0.5904, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.2887 2020-08-01 17:51:24,972 - mmaction - INFO - Epoch [97][560/940] lr: 2.765e-01, eta: 1 day, 19:48:17, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3277, top5_acc: 0.5777, loss_cls: 3.0682, loss: 3.0682, grad_norm: 1.3044 2020-08-01 17:51:45,905 - mmaction - INFO - Epoch [97][580/940] lr: 2.765e-01, eta: 1 day, 19:47:55, time: 1.046, data_time: 0.010, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5877, loss_cls: 3.0723, loss: 3.0723, grad_norm: 1.2861 2020-08-01 17:52:06,128 - mmaction - INFO - Epoch [97][600/940] lr: 2.765e-01, eta: 1 day, 19:47:33, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3295, top5_acc: 0.5854, loss_cls: 3.0669, loss: 3.0669, grad_norm: 1.2641 2020-08-01 17:52:27,996 - mmaction - INFO - Epoch [97][620/940] lr: 2.765e-01, eta: 1 day, 19:47:13, time: 1.093, data_time: 0.002, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5766, loss_cls: 3.0737, loss: 3.0737, grad_norm: 1.2889 2020-08-01 17:52:49,280 - mmaction - INFO - Epoch [97][640/940] lr: 2.765e-01, eta: 1 day, 19:46:52, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3488, top5_acc: 0.6041, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.2735 2020-08-01 17:53:10,938 - mmaction - INFO - Epoch [97][660/940] lr: 2.765e-01, eta: 1 day, 19:46:32, time: 1.084, data_time: 0.009, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5877, loss_cls: 3.0244, loss: 3.0244, grad_norm: 1.2761 2020-08-01 17:53:31,766 - mmaction - INFO - Epoch [97][680/940] lr: 2.765e-01, eta: 1 day, 19:46:11, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5902, loss_cls: 3.0220, loss: 3.0220, grad_norm: 1.2685 2020-08-01 17:53:53,977 - mmaction - INFO - Epoch [97][700/940] lr: 2.765e-01, eta: 1 day, 19:45:52, time: 1.113, data_time: 0.008, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5908, loss_cls: 3.0578, loss: 3.0578, grad_norm: 1.2906 2020-08-01 17:54:15,051 - mmaction - INFO - Epoch [97][720/940] lr: 2.765e-01, eta: 1 day, 19:45:31, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5988, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.2719 2020-08-01 17:54:36,784 - mmaction - INFO - Epoch [97][740/940] lr: 2.765e-01, eta: 1 day, 19:45:11, time: 1.084, data_time: 0.010, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5977, loss_cls: 2.9948, loss: 2.9948, grad_norm: 1.2909 2020-08-01 17:54:57,863 - mmaction - INFO - Epoch [97][760/940] lr: 2.765e-01, eta: 1 day, 19:44:50, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3393, top5_acc: 0.5838, loss_cls: 3.0200, loss: 3.0200, grad_norm: 1.3310 2020-08-01 17:55:19,096 - mmaction - INFO - Epoch [97][780/940] lr: 2.765e-01, eta: 1 day, 19:44:29, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.2769 2020-08-01 17:55:40,604 - mmaction - INFO - Epoch [97][800/940] lr: 2.765e-01, eta: 1 day, 19:44:09, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3426, top5_acc: 0.5881, loss_cls: 3.0225, loss: 3.0225, grad_norm: 1.2979 2020-08-01 17:56:01,264 - mmaction - INFO - Epoch [97][820/940] lr: 2.765e-01, eta: 1 day, 19:43:47, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.3432, top5_acc: 0.5900, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.2924 2020-08-01 17:56:21,377 - mmaction - INFO - Epoch [97][840/940] lr: 2.765e-01, eta: 1 day, 19:43:25, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5852, loss_cls: 3.0537, loss: 3.0537, grad_norm: 1.2720 2020-08-01 17:56:42,155 - mmaction - INFO - Epoch [97][860/940] lr: 2.765e-01, eta: 1 day, 19:43:03, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3473, top5_acc: 0.5932, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.2746 2020-08-01 17:57:03,014 - mmaction - INFO - Epoch [97][880/940] lr: 2.765e-01, eta: 1 day, 19:42:42, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.3396, top5_acc: 0.6010, loss_cls: 2.9975, loss: 2.9975, grad_norm: 1.2891 2020-08-01 17:57:23,822 - mmaction - INFO - Epoch [97][900/940] lr: 2.765e-01, eta: 1 day, 19:42:20, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5842, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.2828 2020-08-01 17:57:44,233 - mmaction - INFO - Epoch [97][920/940] lr: 2.765e-01, eta: 1 day, 19:41:58, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5914, loss_cls: 3.0556, loss: 3.0556, grad_norm: 1.2781 2020-08-01 17:58:04,649 - mmaction - INFO - Epoch [97][940/940] lr: 2.765e-01, eta: 1 day, 19:41:36, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3308, top5_acc: 0.5836, loss_cls: 3.0799, loss: 3.0799, grad_norm: 1.2825 2020-08-01 17:58:35,245 - mmaction - INFO - Epoch [98][20/940] lr: 2.743e-01, eta: 1 day, 19:41:30, time: 1.513, data_time: 0.506, memory: 6199, top1_acc: 0.3354, top5_acc: 0.5982, loss_cls: 3.0248, loss: 3.0248, grad_norm: 1.2799 2020-08-01 17:58:56,090 - mmaction - INFO - Epoch [98][40/940] lr: 2.743e-01, eta: 1 day, 19:41:09, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3500, top5_acc: 0.5982, loss_cls: 2.9979, loss: 2.9979, grad_norm: 1.2603 2020-08-01 17:59:16,872 - mmaction - INFO - Epoch [98][60/940] lr: 2.743e-01, eta: 1 day, 19:40:47, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3400, top5_acc: 0.5934, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.3055 2020-08-01 17:59:37,308 - mmaction - INFO - Epoch [98][80/940] lr: 2.743e-01, eta: 1 day, 19:40:25, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3504, top5_acc: 0.5906, loss_cls: 2.9985, loss: 2.9985, grad_norm: 1.2629 2020-08-01 17:59:58,124 - mmaction - INFO - Epoch [98][100/940] lr: 2.743e-01, eta: 1 day, 19:40:04, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3250, top5_acc: 0.5801, loss_cls: 3.0632, loss: 3.0632, grad_norm: 1.2860 2020-08-01 18:00:22,324 - mmaction - INFO - Epoch [98][120/940] lr: 2.743e-01, eta: 1 day, 19:39:48, time: 1.207, data_time: 0.010, memory: 6199, top1_acc: 0.3482, top5_acc: 0.5986, loss_cls: 2.9973, loss: 2.9973, grad_norm: 1.2947 2020-08-01 18:00:42,693 - mmaction - INFO - Epoch [98][140/940] lr: 2.743e-01, eta: 1 day, 19:39:26, time: 1.024, data_time: 0.014, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5941, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.2965 2020-08-01 18:01:03,450 - mmaction - INFO - Epoch [98][160/940] lr: 2.743e-01, eta: 1 day, 19:39:04, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3490, top5_acc: 0.6010, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.2814 2020-08-01 18:01:25,356 - mmaction - INFO - Epoch [98][180/940] lr: 2.743e-01, eta: 1 day, 19:38:45, time: 1.091, data_time: 0.009, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5895, loss_cls: 3.0268, loss: 3.0268, grad_norm: 1.3029 2020-08-01 18:01:46,753 - mmaction - INFO - Epoch [98][200/940] lr: 2.743e-01, eta: 1 day, 19:38:24, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5881, loss_cls: 3.0216, loss: 3.0216, grad_norm: 1.2807 2020-08-01 18:02:08,399 - mmaction - INFO - Epoch [98][220/940] lr: 2.743e-01, eta: 1 day, 19:38:04, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5904, loss_cls: 3.0071, loss: 3.0071, grad_norm: 1.2837 2020-08-01 18:02:30,584 - mmaction - INFO - Epoch [98][240/940] lr: 2.743e-01, eta: 1 day, 19:37:45, time: 1.111, data_time: 0.006, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5900, loss_cls: 3.0204, loss: 3.0204, grad_norm: 1.3031 2020-08-01 18:02:50,622 - mmaction - INFO - Epoch [98][260/940] lr: 2.743e-01, eta: 1 day, 19:37:22, time: 1.001, data_time: 0.002, memory: 6199, top1_acc: 0.3291, top5_acc: 0.5814, loss_cls: 3.0544, loss: 3.0544, grad_norm: 1.2932 2020-08-01 18:03:10,806 - mmaction - INFO - Epoch [98][280/940] lr: 2.743e-01, eta: 1 day, 19:37:00, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3504, top5_acc: 0.6025, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.2574 2020-08-01 18:03:31,623 - mmaction - INFO - Epoch [98][300/940] lr: 2.743e-01, eta: 1 day, 19:36:38, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0307, loss: 3.0307, grad_norm: 1.3138 2020-08-01 18:03:52,320 - mmaction - INFO - Epoch [98][320/940] lr: 2.743e-01, eta: 1 day, 19:36:17, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5857, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2547 2020-08-01 18:04:13,053 - mmaction - INFO - Epoch [98][340/940] lr: 2.743e-01, eta: 1 day, 19:35:55, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3465, top5_acc: 0.5947, loss_cls: 2.9858, loss: 2.9858, grad_norm: 1.2915 2020-08-01 18:04:34,662 - mmaction - INFO - Epoch [98][360/940] lr: 2.743e-01, eta: 1 day, 19:35:35, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5908, loss_cls: 3.0416, loss: 3.0416, grad_norm: 1.3134 2020-08-01 18:04:55,438 - mmaction - INFO - Epoch [98][380/940] lr: 2.743e-01, eta: 1 day, 19:35:13, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5887, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.3116 2020-08-01 18:05:16,814 - mmaction - INFO - Epoch [98][400/940] lr: 2.743e-01, eta: 1 day, 19:34:53, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5988, loss_cls: 2.9609, loss: 2.9609, grad_norm: 1.2837 2020-08-01 18:05:38,065 - mmaction - INFO - Epoch [98][420/940] lr: 2.743e-01, eta: 1 day, 19:34:32, time: 1.062, data_time: 0.002, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5838, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.2714 2020-08-01 18:05:58,741 - mmaction - INFO - Epoch [98][440/940] lr: 2.743e-01, eta: 1 day, 19:34:10, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0256, loss: 3.0256, grad_norm: 1.2973 2020-08-01 18:06:19,714 - mmaction - INFO - Epoch [98][460/940] lr: 2.743e-01, eta: 1 day, 19:33:49, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3381, top5_acc: 0.6082, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.2863 2020-08-01 18:06:41,500 - mmaction - INFO - Epoch [98][480/940] lr: 2.743e-01, eta: 1 day, 19:33:30, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.3334, top5_acc: 0.5932, loss_cls: 3.0559, loss: 3.0559, grad_norm: 1.2996 2020-08-01 18:07:03,646 - mmaction - INFO - Epoch [98][500/940] lr: 2.743e-01, eta: 1 day, 19:33:10, time: 1.107, data_time: 0.004, memory: 6199, top1_acc: 0.3441, top5_acc: 0.6061, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.2738 2020-08-01 18:07:24,752 - mmaction - INFO - Epoch [98][520/940] lr: 2.743e-01, eta: 1 day, 19:32:49, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3297, top5_acc: 0.5900, loss_cls: 3.0351, loss: 3.0351, grad_norm: 1.3069 2020-08-01 18:07:44,824 - mmaction - INFO - Epoch [98][540/940] lr: 2.743e-01, eta: 1 day, 19:32:27, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.3420, top5_acc: 0.6002, loss_cls: 2.9988, loss: 2.9988, grad_norm: 1.2777 2020-08-01 18:08:06,575 - mmaction - INFO - Epoch [98][560/940] lr: 2.743e-01, eta: 1 day, 19:32:07, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5939, loss_cls: 3.0435, loss: 3.0435, grad_norm: 1.2840 2020-08-01 18:08:27,440 - mmaction - INFO - Epoch [98][580/940] lr: 2.743e-01, eta: 1 day, 19:31:45, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5855, loss_cls: 3.0555, loss: 3.0555, grad_norm: 1.2767 2020-08-01 18:08:48,635 - mmaction - INFO - Epoch [98][600/940] lr: 2.743e-01, eta: 1 day, 19:31:25, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5971, loss_cls: 2.9992, loss: 2.9992, grad_norm: 1.2478 2020-08-01 18:09:09,232 - mmaction - INFO - Epoch [98][620/940] lr: 2.743e-01, eta: 1 day, 19:31:03, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3357, top5_acc: 0.5932, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.2911 2020-08-01 18:09:30,352 - mmaction - INFO - Epoch [98][640/940] lr: 2.743e-01, eta: 1 day, 19:30:42, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.3477, top5_acc: 0.5848, loss_cls: 3.0211, loss: 3.0211, grad_norm: 1.2840 2020-08-01 18:09:51,162 - mmaction - INFO - Epoch [98][660/940] lr: 2.743e-01, eta: 1 day, 19:30:20, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5848, loss_cls: 3.0380, loss: 3.0380, grad_norm: 1.2984 2020-08-01 18:10:11,586 - mmaction - INFO - Epoch [98][680/940] lr: 2.743e-01, eta: 1 day, 19:29:58, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5797, loss_cls: 3.0787, loss: 3.0787, grad_norm: 1.2960 2020-08-01 18:10:31,897 - mmaction - INFO - Epoch [98][700/940] lr: 2.743e-01, eta: 1 day, 19:29:36, time: 1.017, data_time: 0.004, memory: 6199, top1_acc: 0.3402, top5_acc: 0.5953, loss_cls: 3.0031, loss: 3.0031, grad_norm: 1.2835 2020-08-01 18:10:52,434 - mmaction - INFO - Epoch [98][720/940] lr: 2.743e-01, eta: 1 day, 19:29:14, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5895, loss_cls: 3.0316, loss: 3.0316, grad_norm: 1.3001 2020-08-01 18:11:13,955 - mmaction - INFO - Epoch [98][740/940] lr: 2.743e-01, eta: 1 day, 19:28:54, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5891, loss_cls: 3.0465, loss: 3.0465, grad_norm: 1.2869 2020-08-01 18:11:35,233 - mmaction - INFO - Epoch [98][760/940] lr: 2.743e-01, eta: 1 day, 19:28:33, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3473, top5_acc: 0.5992, loss_cls: 2.9832, loss: 2.9832, grad_norm: 1.2984 2020-08-01 18:11:56,171 - mmaction - INFO - Epoch [98][780/940] lr: 2.743e-01, eta: 1 day, 19:28:12, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5955, loss_cls: 3.0242, loss: 3.0242, grad_norm: 1.2700 2020-08-01 18:12:17,063 - mmaction - INFO - Epoch [98][800/940] lr: 2.743e-01, eta: 1 day, 19:27:51, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.3391, top5_acc: 0.5832, loss_cls: 3.0459, loss: 3.0459, grad_norm: 1.3014 2020-08-01 18:12:37,089 - mmaction - INFO - Epoch [98][820/940] lr: 2.743e-01, eta: 1 day, 19:27:28, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5955, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.3060 2020-08-01 18:12:58,412 - mmaction - INFO - Epoch [98][840/940] lr: 2.743e-01, eta: 1 day, 19:27:07, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3178, top5_acc: 0.5604, loss_cls: 3.1486, loss: 3.1486, grad_norm: 1.2961 2020-08-01 18:13:18,668 - mmaction - INFO - Epoch [98][860/940] lr: 2.743e-01, eta: 1 day, 19:26:45, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3395, top5_acc: 0.5836, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.2813 2020-08-01 18:13:39,732 - mmaction - INFO - Epoch [98][880/940] lr: 2.743e-01, eta: 1 day, 19:26:24, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6004, loss_cls: 3.0035, loss: 3.0035, grad_norm: 1.2612 2020-08-01 18:14:01,756 - mmaction - INFO - Epoch [98][900/940] lr: 2.743e-01, eta: 1 day, 19:26:04, time: 1.099, data_time: 0.006, memory: 6199, top1_acc: 0.3479, top5_acc: 0.5957, loss_cls: 3.0160, loss: 3.0160, grad_norm: 1.2706 2020-08-01 18:14:22,435 - mmaction - INFO - Epoch [98][920/940] lr: 2.743e-01, eta: 1 day, 19:25:43, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.3400, top5_acc: 0.5926, loss_cls: 3.0060, loss: 3.0060, grad_norm: 1.2721 2020-08-01 18:14:42,741 - mmaction - INFO - Epoch [98][940/940] lr: 2.743e-01, eta: 1 day, 19:25:21, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5850, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.2611 2020-08-01 18:15:54,463 - mmaction - INFO - Epoch [99][20/940] lr: 2.720e-01, eta: 1 day, 19:26:20, time: 3.555, data_time: 0.638, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.2833 2020-08-01 18:16:14,671 - mmaction - INFO - Epoch [99][40/940] lr: 2.720e-01, eta: 1 day, 19:25:58, time: 1.016, data_time: 0.010, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6014, loss_cls: 2.9591, loss: 2.9591, grad_norm: 1.3112 2020-08-01 18:16:34,728 - mmaction - INFO - Epoch [99][60/940] lr: 2.720e-01, eta: 1 day, 19:25:35, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5908, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.2679 2020-08-01 18:16:55,119 - mmaction - INFO - Epoch [99][80/940] lr: 2.720e-01, eta: 1 day, 19:25:13, time: 1.025, data_time: 0.010, memory: 6199, top1_acc: 0.3533, top5_acc: 0.5994, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.2879 2020-08-01 18:17:15,665 - mmaction - INFO - Epoch [99][100/940] lr: 2.720e-01, eta: 1 day, 19:24:51, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5936, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.2688 2020-08-01 18:17:36,217 - mmaction - INFO - Epoch [99][120/940] lr: 2.720e-01, eta: 1 day, 19:24:29, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.2723 2020-08-01 18:17:55,875 - mmaction - INFO - Epoch [99][140/940] lr: 2.720e-01, eta: 1 day, 19:24:06, time: 0.983, data_time: 0.007, memory: 6199, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 2.9849, loss: 2.9849, grad_norm: 1.2823 2020-08-01 18:18:16,929 - mmaction - INFO - Epoch [99][160/940] lr: 2.720e-01, eta: 1 day, 19:23:45, time: 1.049, data_time: 0.003, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5986, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.2958 2020-08-01 18:18:38,229 - mmaction - INFO - Epoch [99][180/940] lr: 2.720e-01, eta: 1 day, 19:23:24, time: 1.068, data_time: 0.011, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5922, loss_cls: 2.9943, loss: 2.9943, grad_norm: 1.3147 2020-08-01 18:18:58,984 - mmaction - INFO - Epoch [99][200/940] lr: 2.720e-01, eta: 1 day, 19:23:03, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5912, loss_cls: 3.0016, loss: 3.0016, grad_norm: 1.3018 2020-08-01 18:19:18,888 - mmaction - INFO - Epoch [99][220/940] lr: 2.720e-01, eta: 1 day, 19:22:40, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5977, loss_cls: 2.9935, loss: 2.9935, grad_norm: 1.3066 2020-08-01 18:19:40,404 - mmaction - INFO - Epoch [99][240/940] lr: 2.720e-01, eta: 1 day, 19:22:20, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0641, loss: 3.0641, grad_norm: 1.3179 2020-08-01 18:20:00,711 - mmaction - INFO - Epoch [99][260/940] lr: 2.720e-01, eta: 1 day, 19:21:57, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0185, loss: 3.0185, grad_norm: 1.2873 2020-08-01 18:20:22,237 - mmaction - INFO - Epoch [99][280/940] lr: 2.720e-01, eta: 1 day, 19:21:37, time: 1.072, data_time: 0.004, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5855, loss_cls: 3.0620, loss: 3.0620, grad_norm: 1.2997 2020-08-01 18:20:43,238 - mmaction - INFO - Epoch [99][300/940] lr: 2.720e-01, eta: 1 day, 19:21:16, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.3492, top5_acc: 0.6049, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.2876 2020-08-01 18:21:04,650 - mmaction - INFO - Epoch [99][320/940] lr: 2.720e-01, eta: 1 day, 19:20:55, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5893, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.2723 2020-08-01 18:21:25,084 - mmaction - INFO - Epoch [99][340/940] lr: 2.720e-01, eta: 1 day, 19:20:33, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3455, top5_acc: 0.6072, loss_cls: 2.9597, loss: 2.9597, grad_norm: 1.3045 2020-08-01 18:21:46,356 - mmaction - INFO - Epoch [99][360/940] lr: 2.720e-01, eta: 1 day, 19:20:13, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3465, top5_acc: 0.6047, loss_cls: 2.9512, loss: 2.9512, grad_norm: 1.3002 2020-08-01 18:22:06,722 - mmaction - INFO - Epoch [99][380/940] lr: 2.720e-01, eta: 1 day, 19:19:50, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3426, top5_acc: 0.6010, loss_cls: 2.9720, loss: 2.9720, grad_norm: 1.3248 2020-08-01 18:22:27,500 - mmaction - INFO - Epoch [99][400/940] lr: 2.720e-01, eta: 1 day, 19:19:29, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5977, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.3053 2020-08-01 18:22:49,218 - mmaction - INFO - Epoch [99][420/940] lr: 2.720e-01, eta: 1 day, 19:19:09, time: 1.083, data_time: 0.010, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5918, loss_cls: 2.9944, loss: 2.9944, grad_norm: 1.2853 2020-08-01 18:23:10,400 - mmaction - INFO - Epoch [99][440/940] lr: 2.720e-01, eta: 1 day, 19:18:48, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3490, top5_acc: 0.5955, loss_cls: 2.9652, loss: 2.9652, grad_norm: 1.2957 2020-08-01 18:23:31,714 - mmaction - INFO - Epoch [99][460/940] lr: 2.720e-01, eta: 1 day, 19:18:27, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5920, loss_cls: 2.9829, loss: 2.9829, grad_norm: 1.3190 2020-08-01 18:23:53,060 - mmaction - INFO - Epoch [99][480/940] lr: 2.720e-01, eta: 1 day, 19:18:07, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3391, top5_acc: 0.6025, loss_cls: 3.0300, loss: 3.0300, grad_norm: 1.3083 2020-08-01 18:24:14,256 - mmaction - INFO - Epoch [99][500/940] lr: 2.720e-01, eta: 1 day, 19:17:46, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3471, top5_acc: 0.5951, loss_cls: 2.9856, loss: 2.9856, grad_norm: 1.2920 2020-08-01 18:24:35,892 - mmaction - INFO - Epoch [99][520/940] lr: 2.720e-01, eta: 1 day, 19:17:26, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3377, top5_acc: 0.6000, loss_cls: 2.9963, loss: 2.9963, grad_norm: 1.3114 2020-08-01 18:24:56,736 - mmaction - INFO - Epoch [99][540/940] lr: 2.720e-01, eta: 1 day, 19:17:04, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5895, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.3017 2020-08-01 18:25:16,958 - mmaction - INFO - Epoch [99][560/940] lr: 2.720e-01, eta: 1 day, 19:16:42, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3244, top5_acc: 0.5826, loss_cls: 3.0691, loss: 3.0691, grad_norm: 1.3072 2020-08-01 18:25:37,500 - mmaction - INFO - Epoch [99][580/940] lr: 2.720e-01, eta: 1 day, 19:16:20, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5918, loss_cls: 3.0314, loss: 3.0314, grad_norm: 1.3324 2020-08-01 18:25:58,493 - mmaction - INFO - Epoch [99][600/940] lr: 2.720e-01, eta: 1 day, 19:15:59, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3455, top5_acc: 0.5936, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.2847 2020-08-01 18:26:19,222 - mmaction - INFO - Epoch [99][620/940] lr: 2.720e-01, eta: 1 day, 19:15:37, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5959, loss_cls: 2.9991, loss: 2.9991, grad_norm: 1.2768 2020-08-01 18:26:40,543 - mmaction - INFO - Epoch [99][640/940] lr: 2.720e-01, eta: 1 day, 19:15:17, time: 1.067, data_time: 0.010, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5945, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.3038 2020-08-01 18:27:00,826 - mmaction - INFO - Epoch [99][660/940] lr: 2.720e-01, eta: 1 day, 19:14:54, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.3318, top5_acc: 0.5873, loss_cls: 3.0584, loss: 3.0584, grad_norm: 1.3041 2020-08-01 18:27:22,677 - mmaction - INFO - Epoch [99][680/940] lr: 2.720e-01, eta: 1 day, 19:14:35, time: 1.093, data_time: 0.008, memory: 6199, top1_acc: 0.3506, top5_acc: 0.5926, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.2811 2020-08-01 18:27:43,560 - mmaction - INFO - Epoch [99][700/940] lr: 2.720e-01, eta: 1 day, 19:14:13, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3221, top5_acc: 0.5855, loss_cls: 3.0563, loss: 3.0563, grad_norm: 1.2784 2020-08-01 18:28:04,023 - mmaction - INFO - Epoch [99][720/940] lr: 2.720e-01, eta: 1 day, 19:13:51, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5953, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.2629 2020-08-01 18:28:24,702 - mmaction - INFO - Epoch [99][740/940] lr: 2.720e-01, eta: 1 day, 19:13:30, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5877, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.2880 2020-08-01 18:28:45,817 - mmaction - INFO - Epoch [99][760/940] lr: 2.720e-01, eta: 1 day, 19:13:09, time: 1.056, data_time: 0.003, memory: 6199, top1_acc: 0.3439, top5_acc: 0.5951, loss_cls: 3.0226, loss: 3.0226, grad_norm: 1.2863 2020-08-01 18:29:08,251 - mmaction - INFO - Epoch [99][780/940] lr: 2.720e-01, eta: 1 day, 19:12:50, time: 1.123, data_time: 0.006, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5881, loss_cls: 3.0165, loss: 3.0165, grad_norm: 1.2816 2020-08-01 18:29:28,860 - mmaction - INFO - Epoch [99][800/940] lr: 2.720e-01, eta: 1 day, 19:12:28, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5961, loss_cls: 3.0082, loss: 3.0082, grad_norm: 1.2727 2020-08-01 18:29:49,688 - mmaction - INFO - Epoch [99][820/940] lr: 2.720e-01, eta: 1 day, 19:12:06, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5893, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.2866 2020-08-01 18:30:10,746 - mmaction - INFO - Epoch [99][840/940] lr: 2.720e-01, eta: 1 day, 19:11:45, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3455, top5_acc: 0.5986, loss_cls: 2.9633, loss: 2.9633, grad_norm: 1.3136 2020-08-01 18:30:32,958 - mmaction - INFO - Epoch [99][860/940] lr: 2.720e-01, eta: 1 day, 19:11:26, time: 1.113, data_time: 0.005, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5855, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.2794 2020-08-01 18:30:52,872 - mmaction - INFO - Epoch [99][880/940] lr: 2.720e-01, eta: 1 day, 19:11:03, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5814, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.2704 2020-08-01 18:31:13,331 - mmaction - INFO - Epoch [99][900/940] lr: 2.720e-01, eta: 1 day, 19:10:41, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3301, top5_acc: 0.5834, loss_cls: 3.0483, loss: 3.0483, grad_norm: 1.3137 2020-08-01 18:31:34,757 - mmaction - INFO - Epoch [99][920/940] lr: 2.720e-01, eta: 1 day, 19:10:21, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5967, loss_cls: 2.9923, loss: 2.9923, grad_norm: 1.3056 2020-08-01 18:31:54,599 - mmaction - INFO - Epoch [99][940/940] lr: 2.720e-01, eta: 1 day, 19:09:58, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.3261, top5_acc: 0.5864, loss_cls: 3.0744, loss: 3.0744, grad_norm: 1.2974 2020-08-01 18:32:25,365 - mmaction - INFO - Epoch [100][20/940] lr: 2.697e-01, eta: 1 day, 19:09:52, time: 1.521, data_time: 0.516, memory: 6199, top1_acc: 0.3346, top5_acc: 0.6006, loss_cls: 2.9961, loss: 2.9961, grad_norm: 1.2855 2020-08-01 18:32:45,905 - mmaction - INFO - Epoch [100][40/940] lr: 2.697e-01, eta: 1 day, 19:09:30, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3490, top5_acc: 0.5930, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.2941 2020-08-01 18:33:06,078 - mmaction - INFO - Epoch [100][60/940] lr: 2.697e-01, eta: 1 day, 19:09:07, time: 1.008, data_time: 0.002, memory: 6199, top1_acc: 0.3467, top5_acc: 0.6025, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.2832 2020-08-01 18:33:26,780 - mmaction - INFO - Epoch [100][80/940] lr: 2.697e-01, eta: 1 day, 19:08:46, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5871, loss_cls: 3.0172, loss: 3.0172, grad_norm: 1.2753 2020-08-01 18:33:48,224 - mmaction - INFO - Epoch [100][100/940] lr: 2.697e-01, eta: 1 day, 19:08:25, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6088, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.2790 2020-08-01 18:34:09,696 - mmaction - INFO - Epoch [100][120/940] lr: 2.697e-01, eta: 1 day, 19:08:05, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6010, loss_cls: 2.9697, loss: 2.9697, grad_norm: 1.3192 2020-08-01 18:34:30,215 - mmaction - INFO - Epoch [100][140/940] lr: 2.697e-01, eta: 1 day, 19:07:43, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3504, top5_acc: 0.6064, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.3075 2020-08-01 18:34:51,579 - mmaction - INFO - Epoch [100][160/940] lr: 2.697e-01, eta: 1 day, 19:07:22, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5906, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.3290 2020-08-01 18:35:13,557 - mmaction - INFO - Epoch [100][180/940] lr: 2.697e-01, eta: 1 day, 19:07:03, time: 1.097, data_time: 0.008, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5988, loss_cls: 2.9645, loss: 2.9645, grad_norm: 1.2774 2020-08-01 18:35:33,295 - mmaction - INFO - Epoch [100][200/940] lr: 2.697e-01, eta: 1 day, 19:06:39, time: 0.987, data_time: 0.007, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5846, loss_cls: 3.0297, loss: 3.0297, grad_norm: 1.3181 2020-08-01 18:35:54,608 - mmaction - INFO - Epoch [100][220/940] lr: 2.697e-01, eta: 1 day, 19:06:19, time: 1.068, data_time: 0.011, memory: 6199, top1_acc: 0.3471, top5_acc: 0.5992, loss_cls: 2.9741, loss: 2.9741, grad_norm: 1.3152 2020-08-01 18:36:15,457 - mmaction - INFO - Epoch [100][240/940] lr: 2.697e-01, eta: 1 day, 19:05:57, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3418, top5_acc: 0.6033, loss_cls: 3.0089, loss: 3.0089, grad_norm: 1.2843 2020-08-01 18:36:35,870 - mmaction - INFO - Epoch [100][260/940] lr: 2.697e-01, eta: 1 day, 19:05:35, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3475, top5_acc: 0.5920, loss_cls: 3.0423, loss: 3.0423, grad_norm: 1.2887 2020-08-01 18:36:56,454 - mmaction - INFO - Epoch [100][280/940] lr: 2.697e-01, eta: 1 day, 19:05:14, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5996, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.3054 2020-08-01 18:37:17,225 - mmaction - INFO - Epoch [100][300/940] lr: 2.697e-01, eta: 1 day, 19:04:52, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3465, top5_acc: 0.6045, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.2992 2020-08-01 18:37:38,040 - mmaction - INFO - Epoch [100][320/940] lr: 2.697e-01, eta: 1 day, 19:04:30, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5920, loss_cls: 3.0357, loss: 3.0357, grad_norm: 1.3057 2020-08-01 18:37:58,292 - mmaction - INFO - Epoch [100][340/940] lr: 2.697e-01, eta: 1 day, 19:04:08, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5918, loss_cls: 3.0233, loss: 3.0233, grad_norm: 1.3023 2020-08-01 18:38:19,795 - mmaction - INFO - Epoch [100][360/940] lr: 2.697e-01, eta: 1 day, 19:03:48, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.3018 2020-08-01 18:38:40,984 - mmaction - INFO - Epoch [100][380/940] lr: 2.697e-01, eta: 1 day, 19:03:27, time: 1.059, data_time: 0.009, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5984, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.2691 2020-08-01 18:39:01,898 - mmaction - INFO - Epoch [100][400/940] lr: 2.697e-01, eta: 1 day, 19:03:06, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.3512, top5_acc: 0.5963, loss_cls: 3.0044, loss: 3.0044, grad_norm: 1.2921 2020-08-01 18:39:23,578 - mmaction - INFO - Epoch [100][420/940] lr: 2.697e-01, eta: 1 day, 19:02:46, time: 1.082, data_time: 0.009, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5896, loss_cls: 3.0477, loss: 3.0477, grad_norm: 1.3147 2020-08-01 18:39:43,606 - mmaction - INFO - Epoch [100][440/940] lr: 2.697e-01, eta: 1 day, 19:02:23, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5891, loss_cls: 2.9987, loss: 2.9987, grad_norm: 1.3018 2020-08-01 18:40:04,148 - mmaction - INFO - Epoch [100][460/940] lr: 2.697e-01, eta: 1 day, 19:02:01, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5992, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.3016 2020-08-01 18:40:24,891 - mmaction - INFO - Epoch [100][480/940] lr: 2.697e-01, eta: 1 day, 19:01:40, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5762, loss_cls: 3.0775, loss: 3.0775, grad_norm: 1.2893 2020-08-01 18:40:45,653 - mmaction - INFO - Epoch [100][500/940] lr: 2.697e-01, eta: 1 day, 19:01:18, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5865, loss_cls: 3.0361, loss: 3.0361, grad_norm: 1.2807 2020-08-01 18:41:05,845 - mmaction - INFO - Epoch [100][520/940] lr: 2.697e-01, eta: 1 day, 19:00:56, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0041, loss: 3.0041, grad_norm: 1.2923 2020-08-01 18:41:26,247 - mmaction - INFO - Epoch [100][540/940] lr: 2.697e-01, eta: 1 day, 19:00:34, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.3340, top5_acc: 0.5998, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.3032 2020-08-01 18:41:46,425 - mmaction - INFO - Epoch [100][560/940] lr: 2.697e-01, eta: 1 day, 19:00:11, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3346, top5_acc: 0.5910, loss_cls: 3.0430, loss: 3.0430, grad_norm: 1.2933 2020-08-01 18:42:06,999 - mmaction - INFO - Epoch [100][580/940] lr: 2.697e-01, eta: 1 day, 18:59:49, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5855, loss_cls: 3.0549, loss: 3.0549, grad_norm: 1.3118 2020-08-01 18:42:28,377 - mmaction - INFO - Epoch [100][600/940] lr: 2.697e-01, eta: 1 day, 18:59:29, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5859, loss_cls: 3.0610, loss: 3.0610, grad_norm: 1.3029 2020-08-01 18:42:49,215 - mmaction - INFO - Epoch [100][620/940] lr: 2.697e-01, eta: 1 day, 18:59:07, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3289, top5_acc: 0.5723, loss_cls: 3.0950, loss: 3.0950, grad_norm: 1.2732 2020-08-01 18:43:09,865 - mmaction - INFO - Epoch [100][640/940] lr: 2.697e-01, eta: 1 day, 18:58:46, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.5996, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.2665 2020-08-01 18:43:31,432 - mmaction - INFO - Epoch [100][660/940] lr: 2.697e-01, eta: 1 day, 18:58:25, time: 1.079, data_time: 0.005, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6158, loss_cls: 2.9433, loss: 2.9433, grad_norm: 1.2899 2020-08-01 18:43:52,180 - mmaction - INFO - Epoch [100][680/940] lr: 2.697e-01, eta: 1 day, 18:58:04, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3484, top5_acc: 0.5895, loss_cls: 3.0208, loss: 3.0208, grad_norm: 1.2929 2020-08-01 18:44:12,993 - mmaction - INFO - Epoch [100][700/940] lr: 2.697e-01, eta: 1 day, 18:57:42, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6064, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.2701 2020-08-01 18:44:34,729 - mmaction - INFO - Epoch [100][720/940] lr: 2.697e-01, eta: 1 day, 18:57:22, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 3.0311, loss: 3.0311, grad_norm: 1.2811 2020-08-01 18:44:54,591 - mmaction - INFO - Epoch [100][740/940] lr: 2.697e-01, eta: 1 day, 18:56:59, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5980, loss_cls: 3.0285, loss: 3.0285, grad_norm: 1.3157 2020-08-01 18:45:15,113 - mmaction - INFO - Epoch [100][760/940] lr: 2.697e-01, eta: 1 day, 18:56:37, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6043, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.3180 2020-08-01 18:45:36,204 - mmaction - INFO - Epoch [100][780/940] lr: 2.697e-01, eta: 1 day, 18:56:16, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5865, loss_cls: 3.0281, loss: 3.0281, grad_norm: 1.2773 2020-08-01 18:45:56,455 - mmaction - INFO - Epoch [100][800/940] lr: 2.697e-01, eta: 1 day, 18:55:54, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5910, loss_cls: 3.0370, loss: 3.0370, grad_norm: 1.2935 2020-08-01 18:46:17,559 - mmaction - INFO - Epoch [100][820/940] lr: 2.697e-01, eta: 1 day, 18:55:33, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3402, top5_acc: 0.5969, loss_cls: 3.0294, loss: 3.0294, grad_norm: 1.3112 2020-08-01 18:46:38,779 - mmaction - INFO - Epoch [100][840/940] lr: 2.697e-01, eta: 1 day, 18:55:12, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3387, top5_acc: 0.6006, loss_cls: 3.0010, loss: 3.0010, grad_norm: 1.2951 2020-08-01 18:46:59,199 - mmaction - INFO - Epoch [100][860/940] lr: 2.697e-01, eta: 1 day, 18:54:50, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3447, top5_acc: 0.6018, loss_cls: 2.9615, loss: 2.9615, grad_norm: 1.2890 2020-08-01 18:47:21,385 - mmaction - INFO - Epoch [100][880/940] lr: 2.697e-01, eta: 1 day, 18:54:31, time: 1.113, data_time: 0.008, memory: 6199, top1_acc: 0.3324, top5_acc: 0.5801, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.3142 2020-08-01 18:47:41,654 - mmaction - INFO - Epoch [100][900/940] lr: 2.697e-01, eta: 1 day, 18:54:09, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.3547, top5_acc: 0.5980, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.2683 2020-08-01 18:48:02,512 - mmaction - INFO - Epoch [100][920/940] lr: 2.697e-01, eta: 1 day, 18:53:47, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0624, loss: 3.0624, grad_norm: 1.2763 2020-08-01 18:48:22,783 - mmaction - INFO - Epoch [100][940/940] lr: 2.697e-01, eta: 1 day, 18:53:25, time: 1.009, data_time: 0.002, memory: 6199, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0722, loss: 3.0722, grad_norm: 1.2973 2020-08-01 18:48:23,078 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-08-01 18:48:53,554 - mmaction - INFO - Epoch [101][20/940] lr: 2.674e-01, eta: 1 day, 18:53:15, time: 1.400, data_time: 0.391, memory: 6199, top1_acc: 0.3543, top5_acc: 0.5979, loss_cls: 2.9563, loss: 2.9563, grad_norm: 1.2978 2020-08-01 18:49:13,600 - mmaction - INFO - Epoch [101][40/940] lr: 2.674e-01, eta: 1 day, 18:52:52, time: 1.007, data_time: 0.012, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6021, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.2944 2020-08-01 18:49:35,587 - mmaction - INFO - Epoch [101][60/940] lr: 2.674e-01, eta: 1 day, 18:52:32, time: 1.099, data_time: 0.004, memory: 6199, top1_acc: 0.3500, top5_acc: 0.5852, loss_cls: 3.0378, loss: 3.0378, grad_norm: 1.2931 2020-08-01 18:49:56,383 - mmaction - INFO - Epoch [101][80/940] lr: 2.674e-01, eta: 1 day, 18:52:11, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3545, top5_acc: 0.6031, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.3166 2020-08-01 18:50:17,415 - mmaction - INFO - Epoch [101][100/940] lr: 2.674e-01, eta: 1 day, 18:51:50, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6018, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.2888 2020-08-01 18:50:38,981 - mmaction - INFO - Epoch [101][120/940] lr: 2.674e-01, eta: 1 day, 18:51:30, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5865, loss_cls: 3.0254, loss: 3.0254, grad_norm: 1.2954 2020-08-01 18:51:00,079 - mmaction - INFO - Epoch [101][140/940] lr: 2.674e-01, eta: 1 day, 18:51:09, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3393, top5_acc: 0.5971, loss_cls: 3.0124, loss: 3.0124, grad_norm: 1.2838 2020-08-01 18:51:20,642 - mmaction - INFO - Epoch [101][160/940] lr: 2.674e-01, eta: 1 day, 18:50:47, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3459, top5_acc: 0.6078, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.2782 2020-08-01 18:51:41,186 - mmaction - INFO - Epoch [101][180/940] lr: 2.674e-01, eta: 1 day, 18:50:25, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5887, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.3288 2020-08-01 18:52:02,298 - mmaction - INFO - Epoch [101][200/940] lr: 2.674e-01, eta: 1 day, 18:50:04, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3457, top5_acc: 0.6031, loss_cls: 2.9715, loss: 2.9715, grad_norm: 1.2963 2020-08-01 18:52:22,935 - mmaction - INFO - Epoch [101][220/940] lr: 2.674e-01, eta: 1 day, 18:49:42, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5953, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.3172 2020-08-01 18:52:43,266 - mmaction - INFO - Epoch [101][240/940] lr: 2.674e-01, eta: 1 day, 18:49:20, time: 1.016, data_time: 0.010, memory: 6199, top1_acc: 0.3475, top5_acc: 0.6029, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.3026 2020-08-01 18:53:03,451 - mmaction - INFO - Epoch [101][260/940] lr: 2.674e-01, eta: 1 day, 18:48:58, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3379, top5_acc: 0.5975, loss_cls: 3.0005, loss: 3.0005, grad_norm: 1.3136 2020-08-01 18:53:24,212 - mmaction - INFO - Epoch [101][280/940] lr: 2.674e-01, eta: 1 day, 18:48:36, time: 1.039, data_time: 0.010, memory: 6199, top1_acc: 0.3369, top5_acc: 0.6020, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.2665 2020-08-01 18:53:45,253 - mmaction - INFO - Epoch [101][300/940] lr: 2.674e-01, eta: 1 day, 18:48:15, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5926, loss_cls: 3.0076, loss: 3.0076, grad_norm: 1.2671 2020-08-01 18:54:06,763 - mmaction - INFO - Epoch [101][320/940] lr: 2.674e-01, eta: 1 day, 18:47:55, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3492, top5_acc: 0.6090, loss_cls: 2.9708, loss: 2.9708, grad_norm: 1.2927 2020-08-01 18:54:27,773 - mmaction - INFO - Epoch [101][340/940] lr: 2.674e-01, eta: 1 day, 18:47:33, time: 1.047, data_time: 0.010, memory: 6199, top1_acc: 0.3518, top5_acc: 0.5984, loss_cls: 2.9639, loss: 2.9639, grad_norm: 1.3013 2020-08-01 18:54:48,430 - mmaction - INFO - Epoch [101][360/940] lr: 2.674e-01, eta: 1 day, 18:47:12, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3398, top5_acc: 0.5951, loss_cls: 3.0063, loss: 3.0063, grad_norm: 1.3008 2020-08-01 18:55:09,762 - mmaction - INFO - Epoch [101][380/940] lr: 2.674e-01, eta: 1 day, 18:46:51, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5887, loss_cls: 3.0096, loss: 3.0096, grad_norm: 1.2885 2020-08-01 18:55:31,243 - mmaction - INFO - Epoch [101][400/940] lr: 2.674e-01, eta: 1 day, 18:46:31, time: 1.075, data_time: 0.004, memory: 6199, top1_acc: 0.3457, top5_acc: 0.5916, loss_cls: 2.9934, loss: 2.9934, grad_norm: 1.2904 2020-08-01 18:55:52,509 - mmaction - INFO - Epoch [101][420/940] lr: 2.674e-01, eta: 1 day, 18:46:10, time: 1.064, data_time: 0.003, memory: 6199, top1_acc: 0.3457, top5_acc: 0.6076, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.2952 2020-08-01 18:56:13,979 - mmaction - INFO - Epoch [101][440/940] lr: 2.674e-01, eta: 1 day, 18:45:50, time: 1.073, data_time: 0.005, memory: 6199, top1_acc: 0.3465, top5_acc: 0.5949, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.3266 2020-08-01 18:56:33,934 - mmaction - INFO - Epoch [101][460/940] lr: 2.674e-01, eta: 1 day, 18:45:27, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.3449, top5_acc: 0.6006, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.2953 2020-08-01 18:56:55,108 - mmaction - INFO - Epoch [101][480/940] lr: 2.674e-01, eta: 1 day, 18:45:06, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5932, loss_cls: 3.0164, loss: 3.0164, grad_norm: 1.3018 2020-08-01 18:57:15,333 - mmaction - INFO - Epoch [101][500/940] lr: 2.674e-01, eta: 1 day, 18:44:44, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5990, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.2898 2020-08-01 18:57:36,427 - mmaction - INFO - Epoch [101][520/940] lr: 2.674e-01, eta: 1 day, 18:44:23, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3379, top5_acc: 0.5975, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.2945 2020-08-01 18:57:57,483 - mmaction - INFO - Epoch [101][540/940] lr: 2.674e-01, eta: 1 day, 18:44:01, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3586, top5_acc: 0.5961, loss_cls: 2.9643, loss: 2.9643, grad_norm: 1.2806 2020-08-01 18:58:18,447 - mmaction - INFO - Epoch [101][560/940] lr: 2.674e-01, eta: 1 day, 18:43:40, time: 1.050, data_time: 0.004, memory: 6199, top1_acc: 0.3393, top5_acc: 0.5857, loss_cls: 3.0484, loss: 3.0484, grad_norm: 1.3441 2020-08-01 18:58:39,423 - mmaction - INFO - Epoch [101][580/940] lr: 2.674e-01, eta: 1 day, 18:43:19, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5955, loss_cls: 3.0358, loss: 3.0358, grad_norm: 1.2918 2020-08-01 18:59:00,283 - mmaction - INFO - Epoch [101][600/940] lr: 2.674e-01, eta: 1 day, 18:42:58, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6059, loss_cls: 2.9387, loss: 2.9387, grad_norm: 1.2926 2020-08-01 18:59:21,776 - mmaction - INFO - Epoch [101][620/940] lr: 2.674e-01, eta: 1 day, 18:42:37, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.3455, top5_acc: 0.5947, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.3172 2020-08-01 18:59:42,965 - mmaction - INFO - Epoch [101][640/940] lr: 2.674e-01, eta: 1 day, 18:42:17, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5855, loss_cls: 3.0501, loss: 3.0501, grad_norm: 1.3153 2020-08-01 19:00:07,598 - mmaction - INFO - Epoch [101][660/940] lr: 2.674e-01, eta: 1 day, 18:42:01, time: 1.227, data_time: 0.008, memory: 6199, top1_acc: 0.3508, top5_acc: 0.5912, loss_cls: 3.0184, loss: 3.0184, grad_norm: 1.3062 2020-08-01 19:00:28,334 - mmaction - INFO - Epoch [101][680/940] lr: 2.674e-01, eta: 1 day, 18:41:39, time: 1.041, data_time: 0.020, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5879, loss_cls: 3.0292, loss: 3.0292, grad_norm: 1.3238 2020-08-01 19:00:49,001 - mmaction - INFO - Epoch [101][700/940] lr: 2.674e-01, eta: 1 day, 18:41:18, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5867, loss_cls: 3.0207, loss: 3.0207, grad_norm: 1.2931 2020-08-01 19:01:09,662 - mmaction - INFO - Epoch [101][720/940] lr: 2.674e-01, eta: 1 day, 18:40:56, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5867, loss_cls: 3.0271, loss: 3.0271, grad_norm: 1.2897 2020-08-01 19:01:30,234 - mmaction - INFO - Epoch [101][740/940] lr: 2.674e-01, eta: 1 day, 18:40:34, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5865, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.3090 2020-08-01 19:01:52,076 - mmaction - INFO - Epoch [101][760/940] lr: 2.674e-01, eta: 1 day, 18:40:14, time: 1.096, data_time: 0.007, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6047, loss_cls: 2.9691, loss: 2.9691, grad_norm: 1.3078 2020-08-01 19:02:13,528 - mmaction - INFO - Epoch [101][780/940] lr: 2.674e-01, eta: 1 day, 18:39:54, time: 1.070, data_time: 0.002, memory: 6199, top1_acc: 0.3336, top5_acc: 0.5842, loss_cls: 3.0793, loss: 3.0793, grad_norm: 1.3025 2020-08-01 19:02:33,982 - mmaction - INFO - Epoch [101][800/940] lr: 2.674e-01, eta: 1 day, 18:39:32, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5869, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.3073 2020-08-01 19:02:54,900 - mmaction - INFO - Epoch [101][820/940] lr: 2.674e-01, eta: 1 day, 18:39:11, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3482, top5_acc: 0.5979, loss_cls: 3.0072, loss: 3.0072, grad_norm: 1.3075 2020-08-01 19:03:16,560 - mmaction - INFO - Epoch [101][840/940] lr: 2.674e-01, eta: 1 day, 18:38:51, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3498, top5_acc: 0.5922, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.2652 2020-08-01 19:03:37,502 - mmaction - INFO - Epoch [101][860/940] lr: 2.674e-01, eta: 1 day, 18:38:29, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5912, loss_cls: 3.0463, loss: 3.0463, grad_norm: 1.2908 2020-08-01 19:03:58,506 - mmaction - INFO - Epoch [101][880/940] lr: 2.674e-01, eta: 1 day, 18:38:08, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3367, top5_acc: 0.5811, loss_cls: 3.0593, loss: 3.0593, grad_norm: 1.2804 2020-08-01 19:04:19,995 - mmaction - INFO - Epoch [101][900/940] lr: 2.674e-01, eta: 1 day, 18:37:48, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5914, loss_cls: 3.0372, loss: 3.0372, grad_norm: 1.3009 2020-08-01 19:04:41,211 - mmaction - INFO - Epoch [101][920/940] lr: 2.674e-01, eta: 1 day, 18:37:27, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3396, top5_acc: 0.5887, loss_cls: 3.0124, loss: 3.0124, grad_norm: 1.3010 2020-08-01 19:05:01,085 - mmaction - INFO - Epoch [101][940/940] lr: 2.674e-01, eta: 1 day, 18:37:04, time: 0.993, data_time: 0.002, memory: 6199, top1_acc: 0.3360, top5_acc: 0.5858, loss_cls: 3.0333, loss: 3.0333, grad_norm: 1.3048 2020-08-01 19:05:33,920 - mmaction - INFO - Epoch [102][20/940] lr: 2.651e-01, eta: 1 day, 18:37:00, time: 1.618, data_time: 0.600, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6025, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.3418 2020-08-01 19:05:54,866 - mmaction - INFO - Epoch [102][40/940] lr: 2.651e-01, eta: 1 day, 18:36:39, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.9818, loss: 2.9818, grad_norm: 1.3054 2020-08-01 19:06:16,756 - mmaction - INFO - Epoch [102][60/940] lr: 2.651e-01, eta: 1 day, 18:36:19, time: 1.093, data_time: 0.009, memory: 6199, top1_acc: 0.3326, top5_acc: 0.5924, loss_cls: 3.0169, loss: 3.0169, grad_norm: 1.3205 2020-08-01 19:06:37,523 - mmaction - INFO - Epoch [102][80/940] lr: 2.651e-01, eta: 1 day, 18:35:58, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6100, loss_cls: 2.9915, loss: 2.9915, grad_norm: 1.2948 2020-08-01 19:06:58,825 - mmaction - INFO - Epoch [102][100/940] lr: 2.651e-01, eta: 1 day, 18:35:37, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.3477, top5_acc: 0.5934, loss_cls: 2.9838, loss: 2.9838, grad_norm: 1.3096 2020-08-01 19:07:19,227 - mmaction - INFO - Epoch [102][120/940] lr: 2.651e-01, eta: 1 day, 18:35:15, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3465, top5_acc: 0.6076, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.3177 2020-08-01 19:07:39,609 - mmaction - INFO - Epoch [102][140/940] lr: 2.651e-01, eta: 1 day, 18:34:53, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5982, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.3069 2020-08-01 19:08:00,207 - mmaction - INFO - Epoch [102][160/940] lr: 2.651e-01, eta: 1 day, 18:34:31, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3314, top5_acc: 0.5982, loss_cls: 3.0206, loss: 3.0206, grad_norm: 1.2931 2020-08-01 19:08:21,111 - mmaction - INFO - Epoch [102][180/940] lr: 2.651e-01, eta: 1 day, 18:34:10, time: 1.046, data_time: 0.003, memory: 6199, top1_acc: 0.3502, top5_acc: 0.6064, loss_cls: 2.9722, loss: 2.9722, grad_norm: 1.3241 2020-08-01 19:08:42,064 - mmaction - INFO - Epoch [102][200/940] lr: 2.651e-01, eta: 1 day, 18:33:49, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5973, loss_cls: 3.0084, loss: 3.0084, grad_norm: 1.2916 2020-08-01 19:09:02,308 - mmaction - INFO - Epoch [102][220/940] lr: 2.651e-01, eta: 1 day, 18:33:26, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3363, top5_acc: 0.5949, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.3095 2020-08-01 19:09:22,791 - mmaction - INFO - Epoch [102][240/940] lr: 2.651e-01, eta: 1 day, 18:33:04, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5902, loss_cls: 3.0343, loss: 3.0343, grad_norm: 1.2961 2020-08-01 19:09:43,952 - mmaction - INFO - Epoch [102][260/940] lr: 2.651e-01, eta: 1 day, 18:32:43, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5979, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.3014 2020-08-01 19:10:05,390 - mmaction - INFO - Epoch [102][280/940] lr: 2.651e-01, eta: 1 day, 18:32:23, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3477, top5_acc: 0.5971, loss_cls: 2.9730, loss: 2.9730, grad_norm: 1.3124 2020-08-01 19:10:26,045 - mmaction - INFO - Epoch [102][300/940] lr: 2.651e-01, eta: 1 day, 18:32:01, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5928, loss_cls: 3.0236, loss: 3.0236, grad_norm: 1.3280 2020-08-01 19:10:47,013 - mmaction - INFO - Epoch [102][320/940] lr: 2.651e-01, eta: 1 day, 18:31:40, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3330, top5_acc: 0.5764, loss_cls: 3.0522, loss: 3.0522, grad_norm: 1.3090 2020-08-01 19:11:07,246 - mmaction - INFO - Epoch [102][340/940] lr: 2.651e-01, eta: 1 day, 18:31:18, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6031, loss_cls: 2.9844, loss: 2.9844, grad_norm: 1.2773 2020-08-01 19:11:28,715 - mmaction - INFO - Epoch [102][360/940] lr: 2.651e-01, eta: 1 day, 18:30:57, time: 1.073, data_time: 0.005, memory: 6199, top1_acc: 0.3596, top5_acc: 0.5994, loss_cls: 2.9719, loss: 2.9719, grad_norm: 1.2965 2020-08-01 19:11:50,701 - mmaction - INFO - Epoch [102][380/940] lr: 2.651e-01, eta: 1 day, 18:30:38, time: 1.098, data_time: 0.008, memory: 6199, top1_acc: 0.3396, top5_acc: 0.5949, loss_cls: 2.9904, loss: 2.9904, grad_norm: 1.3020 2020-08-01 19:12:12,226 - mmaction - INFO - Epoch [102][400/940] lr: 2.651e-01, eta: 1 day, 18:30:17, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3545, top5_acc: 0.6090, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.2886 2020-08-01 19:12:33,227 - mmaction - INFO - Epoch [102][420/940] lr: 2.651e-01, eta: 1 day, 18:29:56, time: 1.046, data_time: 0.004, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5969, loss_cls: 3.0030, loss: 3.0030, grad_norm: 1.3063 2020-08-01 19:12:53,905 - mmaction - INFO - Epoch [102][440/940] lr: 2.651e-01, eta: 1 day, 18:29:35, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5889, loss_cls: 3.0310, loss: 3.0310, grad_norm: 1.3207 2020-08-01 19:13:15,214 - mmaction - INFO - Epoch [102][460/940] lr: 2.651e-01, eta: 1 day, 18:29:14, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5920, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.2963 2020-08-01 19:13:34,895 - mmaction - INFO - Epoch [102][480/940] lr: 2.651e-01, eta: 1 day, 18:28:51, time: 0.984, data_time: 0.003, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5934, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.2748 2020-08-01 19:13:55,644 - mmaction - INFO - Epoch [102][500/940] lr: 2.651e-01, eta: 1 day, 18:28:29, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5945, loss_cls: 2.9932, loss: 2.9932, grad_norm: 1.3360 2020-08-01 19:14:15,736 - mmaction - INFO - Epoch [102][520/940] lr: 2.651e-01, eta: 1 day, 18:28:07, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5855, loss_cls: 3.0450, loss: 3.0450, grad_norm: 1.3111 2020-08-01 19:14:37,272 - mmaction - INFO - Epoch [102][540/940] lr: 2.651e-01, eta: 1 day, 18:27:46, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3504, top5_acc: 0.6107, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.2918 2020-08-01 19:14:57,154 - mmaction - INFO - Epoch [102][560/940] lr: 2.651e-01, eta: 1 day, 18:27:23, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5828, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.3185 2020-08-01 19:15:17,993 - mmaction - INFO - Epoch [102][580/940] lr: 2.651e-01, eta: 1 day, 18:27:02, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5863, loss_cls: 3.0135, loss: 3.0135, grad_norm: 1.3221 2020-08-01 19:15:39,807 - mmaction - INFO - Epoch [102][600/940] lr: 2.651e-01, eta: 1 day, 18:26:42, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.3311, top5_acc: 0.5904, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.2932 2020-08-01 19:16:00,031 - mmaction - INFO - Epoch [102][620/940] lr: 2.651e-01, eta: 1 day, 18:26:20, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5920, loss_cls: 3.0078, loss: 3.0078, grad_norm: 1.3143 2020-08-01 19:16:21,942 - mmaction - INFO - Epoch [102][640/940] lr: 2.651e-01, eta: 1 day, 18:26:00, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5982, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.2873 2020-08-01 19:16:42,892 - mmaction - INFO - Epoch [102][660/940] lr: 2.651e-01, eta: 1 day, 18:25:39, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3342, top5_acc: 0.5867, loss_cls: 3.0359, loss: 3.0359, grad_norm: 1.3172 2020-08-01 19:17:04,652 - mmaction - INFO - Epoch [102][680/940] lr: 2.651e-01, eta: 1 day, 18:25:19, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5840, loss_cls: 3.0491, loss: 3.0491, grad_norm: 1.3116 2020-08-01 19:17:25,324 - mmaction - INFO - Epoch [102][700/940] lr: 2.651e-01, eta: 1 day, 18:24:57, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3539, top5_acc: 0.6002, loss_cls: 2.9836, loss: 2.9836, grad_norm: 1.2933 2020-08-01 19:17:46,962 - mmaction - INFO - Epoch [102][720/940] lr: 2.651e-01, eta: 1 day, 18:24:37, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5939, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.3358 2020-08-01 19:18:06,959 - mmaction - INFO - Epoch [102][740/940] lr: 2.651e-01, eta: 1 day, 18:24:14, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3377, top5_acc: 0.5938, loss_cls: 3.0152, loss: 3.0152, grad_norm: 1.3252 2020-08-01 19:18:27,652 - mmaction - INFO - Epoch [102][760/940] lr: 2.651e-01, eta: 1 day, 18:23:53, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3518, top5_acc: 0.6049, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.3178 2020-08-01 19:18:47,986 - mmaction - INFO - Epoch [102][780/940] lr: 2.651e-01, eta: 1 day, 18:23:30, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3352, top5_acc: 0.5865, loss_cls: 3.0527, loss: 3.0527, grad_norm: 1.2899 2020-08-01 19:19:09,237 - mmaction - INFO - Epoch [102][800/940] lr: 2.651e-01, eta: 1 day, 18:23:10, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5924, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.3125 2020-08-01 19:19:29,363 - mmaction - INFO - Epoch [102][820/940] lr: 2.651e-01, eta: 1 day, 18:22:47, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.3322, top5_acc: 0.5891, loss_cls: 3.0731, loss: 3.0731, grad_norm: 1.2935 2020-08-01 19:19:51,147 - mmaction - INFO - Epoch [102][840/940] lr: 2.651e-01, eta: 1 day, 18:22:27, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6012, loss_cls: 3.0073, loss: 3.0073, grad_norm: 1.2911 2020-08-01 19:20:11,802 - mmaction - INFO - Epoch [102][860/940] lr: 2.651e-01, eta: 1 day, 18:22:05, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3457, top5_acc: 0.6037, loss_cls: 2.9462, loss: 2.9462, grad_norm: 1.3070 2020-08-01 19:20:32,806 - mmaction - INFO - Epoch [102][880/940] lr: 2.651e-01, eta: 1 day, 18:21:44, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.2846 2020-08-01 19:20:52,711 - mmaction - INFO - Epoch [102][900/940] lr: 2.651e-01, eta: 1 day, 18:21:22, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5955, loss_cls: 3.0021, loss: 3.0021, grad_norm: 1.3235 2020-08-01 19:21:14,151 - mmaction - INFO - Epoch [102][920/940] lr: 2.651e-01, eta: 1 day, 18:21:01, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5932, loss_cls: 3.0161, loss: 3.0161, grad_norm: 1.3105 2020-08-01 19:21:33,278 - mmaction - INFO - Epoch [102][940/940] lr: 2.651e-01, eta: 1 day, 18:20:37, time: 0.958, data_time: 0.007, memory: 6199, top1_acc: 0.3328, top5_acc: 0.5739, loss_cls: 3.1099, loss: 3.1099, grad_norm: 1.2924 2020-08-01 19:22:03,625 - mmaction - INFO - Epoch [103][20/940] lr: 2.627e-01, eta: 1 day, 18:20:30, time: 1.499, data_time: 0.495, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5998, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.3102 2020-08-01 19:22:24,248 - mmaction - INFO - Epoch [103][40/940] lr: 2.627e-01, eta: 1 day, 18:20:08, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3510, top5_acc: 0.6064, loss_cls: 2.9514, loss: 2.9514, grad_norm: 1.3095 2020-08-01 19:22:44,661 - mmaction - INFO - Epoch [103][60/940] lr: 2.627e-01, eta: 1 day, 18:19:46, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5982, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.3279 2020-08-01 19:23:04,790 - mmaction - INFO - Epoch [103][80/940] lr: 2.627e-01, eta: 1 day, 18:19:23, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.3373, top5_acc: 0.5852, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.2962 2020-08-01 19:23:25,616 - mmaction - INFO - Epoch [103][100/940] lr: 2.627e-01, eta: 1 day, 18:19:02, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.3529, top5_acc: 0.5979, loss_cls: 2.9761, loss: 2.9761, grad_norm: 1.2848 2020-08-01 19:23:45,602 - mmaction - INFO - Epoch [103][120/940] lr: 2.627e-01, eta: 1 day, 18:18:39, time: 1.002, data_time: 0.012, memory: 6199, top1_acc: 0.3438, top5_acc: 0.6012, loss_cls: 2.9774, loss: 2.9774, grad_norm: 1.2983 2020-08-01 19:24:06,719 - mmaction - INFO - Epoch [103][140/940] lr: 2.627e-01, eta: 1 day, 18:18:18, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6018, loss_cls: 2.9575, loss: 2.9575, grad_norm: 1.3045 2020-08-01 19:24:27,963 - mmaction - INFO - Epoch [103][160/940] lr: 2.627e-01, eta: 1 day, 18:17:57, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6135, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.3249 2020-08-01 19:24:49,043 - mmaction - INFO - Epoch [103][180/940] lr: 2.627e-01, eta: 1 day, 18:17:36, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6057, loss_cls: 2.9541, loss: 2.9541, grad_norm: 1.3168 2020-08-01 19:25:09,146 - mmaction - INFO - Epoch [103][200/940] lr: 2.627e-01, eta: 1 day, 18:17:14, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.3350, top5_acc: 0.5992, loss_cls: 3.0131, loss: 3.0131, grad_norm: 1.3311 2020-08-01 19:25:29,167 - mmaction - INFO - Epoch [103][220/940] lr: 2.627e-01, eta: 1 day, 18:16:51, time: 1.000, data_time: 0.002, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5857, loss_cls: 3.0230, loss: 3.0230, grad_norm: 1.3075 2020-08-01 19:25:51,211 - mmaction - INFO - Epoch [103][240/940] lr: 2.627e-01, eta: 1 day, 18:16:32, time: 1.104, data_time: 0.006, memory: 6199, top1_acc: 0.3471, top5_acc: 0.5980, loss_cls: 2.9899, loss: 2.9899, grad_norm: 1.2860 2020-08-01 19:26:12,455 - mmaction - INFO - Epoch [103][260/940] lr: 2.627e-01, eta: 1 day, 18:16:11, time: 1.062, data_time: 0.002, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6123, loss_cls: 2.9380, loss: 2.9380, grad_norm: 1.3049 2020-08-01 19:26:33,244 - mmaction - INFO - Epoch [103][280/940] lr: 2.627e-01, eta: 1 day, 18:15:49, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.3459, top5_acc: 0.5947, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.3090 2020-08-01 19:26:53,728 - mmaction - INFO - Epoch [103][300/940] lr: 2.627e-01, eta: 1 day, 18:15:27, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6025, loss_cls: 2.9418, loss: 2.9418, grad_norm: 1.2959 2020-08-01 19:27:15,552 - mmaction - INFO - Epoch [103][320/940] lr: 2.627e-01, eta: 1 day, 18:15:08, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.3420, top5_acc: 0.5906, loss_cls: 3.0513, loss: 3.0513, grad_norm: 1.3207 2020-08-01 19:27:36,270 - mmaction - INFO - Epoch [103][340/940] lr: 2.627e-01, eta: 1 day, 18:14:46, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3361, top5_acc: 0.5969, loss_cls: 3.0263, loss: 3.0263, grad_norm: 1.3324 2020-08-01 19:27:57,662 - mmaction - INFO - Epoch [103][360/940] lr: 2.627e-01, eta: 1 day, 18:14:25, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5918, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.3233 2020-08-01 19:28:18,261 - mmaction - INFO - Epoch [103][380/940] lr: 2.627e-01, eta: 1 day, 18:14:04, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5998, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.3159 2020-08-01 19:28:39,589 - mmaction - INFO - Epoch [103][400/940] lr: 2.627e-01, eta: 1 day, 18:13:43, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5914, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.3031 2020-08-01 19:28:59,436 - mmaction - INFO - Epoch [103][420/940] lr: 2.627e-01, eta: 1 day, 18:13:20, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5979, loss_cls: 3.0201, loss: 3.0201, grad_norm: 1.3018 2020-08-01 19:29:19,907 - mmaction - INFO - Epoch [103][440/940] lr: 2.627e-01, eta: 1 day, 18:12:58, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6074, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.3077 2020-08-01 19:29:40,950 - mmaction - INFO - Epoch [103][460/940] lr: 2.627e-01, eta: 1 day, 18:12:37, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3471, top5_acc: 0.6039, loss_cls: 2.9700, loss: 2.9700, grad_norm: 1.3487 2020-08-01 19:30:01,289 - mmaction - INFO - Epoch [103][480/940] lr: 2.627e-01, eta: 1 day, 18:12:15, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3393, top5_acc: 0.5924, loss_cls: 3.0129, loss: 3.0129, grad_norm: 1.3209 2020-08-01 19:30:21,309 - mmaction - INFO - Epoch [103][500/940] lr: 2.627e-01, eta: 1 day, 18:11:52, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3369, top5_acc: 0.5744, loss_cls: 3.0649, loss: 3.0649, grad_norm: 1.3126 2020-08-01 19:30:42,363 - mmaction - INFO - Epoch [103][520/940] lr: 2.627e-01, eta: 1 day, 18:11:31, time: 1.057, data_time: 0.012, memory: 6199, top1_acc: 0.3455, top5_acc: 0.6037, loss_cls: 2.9740, loss: 2.9740, grad_norm: 1.3291 2020-08-01 19:31:03,758 - mmaction - INFO - Epoch [103][540/940] lr: 2.627e-01, eta: 1 day, 18:11:11, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6123, loss_cls: 2.9721, loss: 2.9721, grad_norm: 1.3202 2020-08-01 19:31:24,407 - mmaction - INFO - Epoch [103][560/940] lr: 2.627e-01, eta: 1 day, 18:10:49, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3465, top5_acc: 0.6012, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.2976 2020-08-01 19:31:45,388 - mmaction - INFO - Epoch [103][580/940] lr: 2.627e-01, eta: 1 day, 18:10:28, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6121, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.3105 2020-08-01 19:32:06,131 - mmaction - INFO - Epoch [103][600/940] lr: 2.627e-01, eta: 1 day, 18:10:06, time: 1.040, data_time: 0.010, memory: 6199, top1_acc: 0.3381, top5_acc: 0.5867, loss_cls: 3.0393, loss: 3.0393, grad_norm: 1.3224 2020-08-01 19:32:26,624 - mmaction - INFO - Epoch [103][620/940] lr: 2.627e-01, eta: 1 day, 18:09:44, time: 1.025, data_time: 0.010, memory: 6199, top1_acc: 0.3463, top5_acc: 0.6082, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.2915 2020-08-01 19:32:48,875 - mmaction - INFO - Epoch [103][640/940] lr: 2.627e-01, eta: 1 day, 18:09:25, time: 1.110, data_time: 0.007, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5953, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.3143 2020-08-01 19:33:09,983 - mmaction - INFO - Epoch [103][660/940] lr: 2.627e-01, eta: 1 day, 18:09:04, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3402, top5_acc: 0.5996, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.3009 2020-08-01 19:33:30,539 - mmaction - INFO - Epoch [103][680/940] lr: 2.627e-01, eta: 1 day, 18:08:42, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3402, top5_acc: 0.6031, loss_cls: 2.9977, loss: 2.9977, grad_norm: 1.2832 2020-08-01 19:33:50,488 - mmaction - INFO - Epoch [103][700/940] lr: 2.627e-01, eta: 1 day, 18:08:20, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5896, loss_cls: 3.0059, loss: 3.0059, grad_norm: 1.3088 2020-08-01 19:34:11,367 - mmaction - INFO - Epoch [103][720/940] lr: 2.627e-01, eta: 1 day, 18:07:58, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6105, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.3133 2020-08-01 19:34:32,279 - mmaction - INFO - Epoch [103][740/940] lr: 2.627e-01, eta: 1 day, 18:07:37, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6029, loss_cls: 2.9345, loss: 2.9345, grad_norm: 1.2874 2020-08-01 19:34:52,703 - mmaction - INFO - Epoch [103][760/940] lr: 2.627e-01, eta: 1 day, 18:07:15, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.3490, top5_acc: 0.6045, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.2986 2020-08-01 19:35:12,852 - mmaction - INFO - Epoch [103][780/940] lr: 2.627e-01, eta: 1 day, 18:06:53, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5881, loss_cls: 3.0558, loss: 3.0558, grad_norm: 1.3112 2020-08-01 19:35:34,646 - mmaction - INFO - Epoch [103][800/940] lr: 2.627e-01, eta: 1 day, 18:06:33, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.3264, top5_acc: 0.5889, loss_cls: 3.0458, loss: 3.0458, grad_norm: 1.2907 2020-08-01 19:35:55,534 - mmaction - INFO - Epoch [103][820/940] lr: 2.627e-01, eta: 1 day, 18:06:11, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5965, loss_cls: 3.0181, loss: 3.0181, grad_norm: 1.3054 2020-08-01 19:36:16,626 - mmaction - INFO - Epoch [103][840/940] lr: 2.627e-01, eta: 1 day, 18:05:50, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3391, top5_acc: 0.6002, loss_cls: 3.0068, loss: 3.0068, grad_norm: 1.3040 2020-08-01 19:36:37,291 - mmaction - INFO - Epoch [103][860/940] lr: 2.627e-01, eta: 1 day, 18:05:29, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.3404, top5_acc: 0.6021, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.3037 2020-08-01 19:36:58,179 - mmaction - INFO - Epoch [103][880/940] lr: 2.627e-01, eta: 1 day, 18:05:07, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 3.0280, loss: 3.0280, grad_norm: 1.3150 2020-08-01 19:37:19,657 - mmaction - INFO - Epoch [103][900/940] lr: 2.627e-01, eta: 1 day, 18:04:47, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5859, loss_cls: 3.0721, loss: 3.0721, grad_norm: 1.3169 2020-08-01 19:37:40,307 - mmaction - INFO - Epoch [103][920/940] lr: 2.627e-01, eta: 1 day, 18:04:25, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3480, top5_acc: 0.6025, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.2962 2020-08-01 19:37:59,534 - mmaction - INFO - Epoch [103][940/940] lr: 2.627e-01, eta: 1 day, 18:04:01, time: 0.961, data_time: 0.007, memory: 6199, top1_acc: 0.3506, top5_acc: 0.6004, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.3155 2020-08-01 19:38:29,913 - mmaction - INFO - Epoch [104][20/940] lr: 2.604e-01, eta: 1 day, 18:03:54, time: 1.505, data_time: 0.517, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5947, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.3071 2020-08-01 19:38:50,590 - mmaction - INFO - Epoch [104][40/940] lr: 2.604e-01, eta: 1 day, 18:03:32, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3482, top5_acc: 0.6002, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.3168 2020-08-01 19:39:10,506 - mmaction - INFO - Epoch [104][60/940] lr: 2.604e-01, eta: 1 day, 18:03:09, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6158, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.3481 2020-08-01 19:39:31,431 - mmaction - INFO - Epoch [104][80/940] lr: 2.604e-01, eta: 1 day, 18:02:48, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3461, top5_acc: 0.5975, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.3086 2020-08-01 19:39:52,143 - mmaction - INFO - Epoch [104][100/940] lr: 2.604e-01, eta: 1 day, 18:02:27, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6074, loss_cls: 2.9435, loss: 2.9435, grad_norm: 1.3323 2020-08-01 19:40:13,190 - mmaction - INFO - Epoch [104][120/940] lr: 2.604e-01, eta: 1 day, 18:02:05, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5932, loss_cls: 2.9771, loss: 2.9771, grad_norm: 1.2949 2020-08-01 19:40:35,638 - mmaction - INFO - Epoch [104][140/940] lr: 2.604e-01, eta: 1 day, 18:01:46, time: 1.123, data_time: 0.004, memory: 6199, top1_acc: 0.3436, top5_acc: 0.6084, loss_cls: 2.9670, loss: 2.9670, grad_norm: 1.3055 2020-08-01 19:40:56,948 - mmaction - INFO - Epoch [104][160/940] lr: 2.604e-01, eta: 1 day, 18:01:26, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5955, loss_cls: 2.9850, loss: 2.9850, grad_norm: 1.3207 2020-08-01 19:41:16,974 - mmaction - INFO - Epoch [104][180/940] lr: 2.604e-01, eta: 1 day, 18:01:03, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.3545, top5_acc: 0.6059, loss_cls: 2.9438, loss: 2.9438, grad_norm: 1.3154 2020-08-01 19:41:37,813 - mmaction - INFO - Epoch [104][200/940] lr: 2.604e-01, eta: 1 day, 18:00:42, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3461, top5_acc: 0.5986, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.3336 2020-08-01 19:41:58,923 - mmaction - INFO - Epoch [104][220/940] lr: 2.604e-01, eta: 1 day, 18:00:21, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5852, loss_cls: 3.0309, loss: 3.0309, grad_norm: 1.3207 2020-08-01 19:42:19,760 - mmaction - INFO - Epoch [104][240/940] lr: 2.604e-01, eta: 1 day, 17:59:59, time: 1.041, data_time: 0.010, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5914, loss_cls: 3.0048, loss: 3.0048, grad_norm: 1.2721 2020-08-01 19:42:40,571 - mmaction - INFO - Epoch [104][260/940] lr: 2.604e-01, eta: 1 day, 17:59:38, time: 1.041, data_time: 0.003, memory: 6199, top1_acc: 0.3393, top5_acc: 0.5938, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.3119 2020-08-01 19:43:01,874 - mmaction - INFO - Epoch [104][280/940] lr: 2.604e-01, eta: 1 day, 17:59:17, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3498, top5_acc: 0.6055, loss_cls: 2.9665, loss: 2.9665, grad_norm: 1.3146 2020-08-01 19:43:23,055 - mmaction - INFO - Epoch [104][300/940] lr: 2.604e-01, eta: 1 day, 17:58:56, time: 1.063, data_time: 0.009, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6098, loss_cls: 2.8886, loss: 2.8886, grad_norm: 1.3391 2020-08-01 19:43:44,803 - mmaction - INFO - Epoch [104][320/940] lr: 2.604e-01, eta: 1 day, 17:58:36, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.3418, top5_acc: 0.5934, loss_cls: 3.0157, loss: 3.0157, grad_norm: 1.3407 2020-08-01 19:44:05,251 - mmaction - INFO - Epoch [104][340/940] lr: 2.604e-01, eta: 1 day, 17:58:14, time: 1.026, data_time: 0.010, memory: 6199, top1_acc: 0.3525, top5_acc: 0.5982, loss_cls: 2.9927, loss: 2.9927, grad_norm: 1.2990 2020-08-01 19:44:26,104 - mmaction - INFO - Epoch [104][360/940] lr: 2.604e-01, eta: 1 day, 17:57:53, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5965, loss_cls: 2.9947, loss: 2.9947, grad_norm: 1.3045 2020-08-01 19:44:46,236 - mmaction - INFO - Epoch [104][380/940] lr: 2.604e-01, eta: 1 day, 17:57:30, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3387, top5_acc: 0.5912, loss_cls: 3.0107, loss: 3.0107, grad_norm: 1.2986 2020-08-01 19:45:08,284 - mmaction - INFO - Epoch [104][400/940] lr: 2.604e-01, eta: 1 day, 17:57:11, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6002, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.2882 2020-08-01 19:45:28,236 - mmaction - INFO - Epoch [104][420/940] lr: 2.604e-01, eta: 1 day, 17:56:48, time: 0.995, data_time: 0.002, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5906, loss_cls: 2.9922, loss: 2.9922, grad_norm: 1.3343 2020-08-01 19:45:48,638 - mmaction - INFO - Epoch [104][440/940] lr: 2.604e-01, eta: 1 day, 17:56:26, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6047, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.3095 2020-08-01 19:46:09,617 - mmaction - INFO - Epoch [104][460/940] lr: 2.604e-01, eta: 1 day, 17:56:05, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9820, loss: 2.9820, grad_norm: 1.3214 2020-08-01 19:46:30,321 - mmaction - INFO - Epoch [104][480/940] lr: 2.604e-01, eta: 1 day, 17:55:43, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3396, top5_acc: 0.6025, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.3100 2020-08-01 19:46:51,488 - mmaction - INFO - Epoch [104][500/940] lr: 2.604e-01, eta: 1 day, 17:55:23, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3457, top5_acc: 0.5957, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.3274 2020-08-01 19:47:11,985 - mmaction - INFO - Epoch [104][520/940] lr: 2.604e-01, eta: 1 day, 17:55:01, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3463, top5_acc: 0.6037, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.2976 2020-08-01 19:47:32,973 - mmaction - INFO - Epoch [104][540/940] lr: 2.604e-01, eta: 1 day, 17:54:39, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.3508, top5_acc: 0.6031, loss_cls: 2.9764, loss: 2.9764, grad_norm: 1.3146 2020-08-01 19:47:53,357 - mmaction - INFO - Epoch [104][560/940] lr: 2.604e-01, eta: 1 day, 17:54:17, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3396, top5_acc: 0.5850, loss_cls: 3.0320, loss: 3.0320, grad_norm: 1.3081 2020-08-01 19:48:14,873 - mmaction - INFO - Epoch [104][580/940] lr: 2.604e-01, eta: 1 day, 17:53:57, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5859, loss_cls: 3.0476, loss: 3.0476, grad_norm: 1.3152 2020-08-01 19:48:35,324 - mmaction - INFO - Epoch [104][600/940] lr: 2.604e-01, eta: 1 day, 17:53:35, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.3508, top5_acc: 0.6004, loss_cls: 2.9749, loss: 2.9749, grad_norm: 1.2785 2020-08-01 19:48:56,187 - mmaction - INFO - Epoch [104][620/940] lr: 2.604e-01, eta: 1 day, 17:53:14, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.6082, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.3212 2020-08-01 19:49:17,041 - mmaction - INFO - Epoch [104][640/940] lr: 2.604e-01, eta: 1 day, 17:52:52, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.3439, top5_acc: 0.6029, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.3035 2020-08-01 19:49:39,145 - mmaction - INFO - Epoch [104][660/940] lr: 2.604e-01, eta: 1 day, 17:52:33, time: 1.105, data_time: 0.006, memory: 6199, top1_acc: 0.3461, top5_acc: 0.5965, loss_cls: 2.9845, loss: 2.9845, grad_norm: 1.3086 2020-08-01 19:49:59,698 - mmaction - INFO - Epoch [104][680/940] lr: 2.604e-01, eta: 1 day, 17:52:11, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3533, top5_acc: 0.5881, loss_cls: 3.0036, loss: 3.0036, grad_norm: 1.3001 2020-08-01 19:50:22,460 - mmaction - INFO - Epoch [104][700/940] lr: 2.604e-01, eta: 1 day, 17:51:52, time: 1.138, data_time: 0.002, memory: 6199, top1_acc: 0.3543, top5_acc: 0.5910, loss_cls: 3.0109, loss: 3.0109, grad_norm: 1.3057 2020-08-01 19:50:43,169 - mmaction - INFO - Epoch [104][720/940] lr: 2.604e-01, eta: 1 day, 17:51:31, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5982, loss_cls: 3.0018, loss: 3.0018, grad_norm: 1.3211 2020-08-01 19:51:03,259 - mmaction - INFO - Epoch [104][740/940] lr: 2.604e-01, eta: 1 day, 17:51:08, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6039, loss_cls: 2.9886, loss: 2.9886, grad_norm: 1.3148 2020-08-01 19:51:24,459 - mmaction - INFO - Epoch [104][760/940] lr: 2.604e-01, eta: 1 day, 17:50:48, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5969, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.3282 2020-08-01 19:51:44,720 - mmaction - INFO - Epoch [104][780/940] lr: 2.604e-01, eta: 1 day, 17:50:25, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.3506, top5_acc: 0.6027, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.3002 2020-08-01 19:52:05,587 - mmaction - INFO - Epoch [104][800/940] lr: 2.604e-01, eta: 1 day, 17:50:04, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5965, loss_cls: 2.9726, loss: 2.9726, grad_norm: 1.2993 2020-08-01 19:52:26,896 - mmaction - INFO - Epoch [104][820/940] lr: 2.604e-01, eta: 1 day, 17:49:43, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3529, top5_acc: 0.6076, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.3107 2020-08-01 19:52:47,714 - mmaction - INFO - Epoch [104][840/940] lr: 2.604e-01, eta: 1 day, 17:49:22, time: 1.040, data_time: 0.002, memory: 6199, top1_acc: 0.3475, top5_acc: 0.6018, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.3274 2020-08-01 19:53:08,253 - mmaction - INFO - Epoch [104][860/940] lr: 2.604e-01, eta: 1 day, 17:49:00, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.3498, top5_acc: 0.5957, loss_cls: 2.9828, loss: 2.9828, grad_norm: 1.2992 2020-08-01 19:53:28,877 - mmaction - INFO - Epoch [104][880/940] lr: 2.604e-01, eta: 1 day, 17:48:38, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3439, top5_acc: 0.5988, loss_cls: 2.9954, loss: 2.9954, grad_norm: 1.3183 2020-08-01 19:53:49,632 - mmaction - INFO - Epoch [104][900/940] lr: 2.604e-01, eta: 1 day, 17:48:17, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 3.0215, loss: 3.0215, grad_norm: 1.3152 2020-08-01 19:54:11,185 - mmaction - INFO - Epoch [104][920/940] lr: 2.604e-01, eta: 1 day, 17:47:56, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.3463, top5_acc: 0.6041, loss_cls: 2.9592, loss: 2.9592, grad_norm: 1.2948 2020-08-01 19:54:30,909 - mmaction - INFO - Epoch [104][940/940] lr: 2.604e-01, eta: 1 day, 17:47:33, time: 0.985, data_time: 0.009, memory: 6199, top1_acc: 0.3452, top5_acc: 0.5940, loss_cls: 2.9794, loss: 2.9794, grad_norm: 1.3133 2020-08-01 19:54:31,201 - mmaction - INFO - Saving checkpoint at 104 epochs 2020-08-01 19:55:01,602 - mmaction - INFO - Epoch [105][20/940] lr: 2.581e-01, eta: 1 day, 17:47:23, time: 1.430, data_time: 0.444, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5980, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.3024 2020-08-01 19:55:21,923 - mmaction - INFO - Epoch [105][40/940] lr: 2.581e-01, eta: 1 day, 17:47:01, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5957, loss_cls: 2.9766, loss: 2.9766, grad_norm: 1.3004 2020-08-01 19:55:42,237 - mmaction - INFO - Epoch [105][60/940] lr: 2.581e-01, eta: 1 day, 17:46:39, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6010, loss_cls: 2.9576, loss: 2.9576, grad_norm: 1.3108 2020-08-01 19:56:02,588 - mmaction - INFO - Epoch [105][80/940] lr: 2.581e-01, eta: 1 day, 17:46:17, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6084, loss_cls: 2.9717, loss: 2.9717, grad_norm: 1.3127 2020-08-01 19:56:23,330 - mmaction - INFO - Epoch [105][100/940] lr: 2.581e-01, eta: 1 day, 17:45:55, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.3432 2020-08-01 19:56:44,157 - mmaction - INFO - Epoch [105][120/940] lr: 2.581e-01, eta: 1 day, 17:45:34, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5963, loss_cls: 3.0221, loss: 3.0221, grad_norm: 1.3438 2020-08-01 19:57:05,048 - mmaction - INFO - Epoch [105][140/940] lr: 2.581e-01, eta: 1 day, 17:45:13, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.3400, top5_acc: 0.5902, loss_cls: 3.0192, loss: 3.0192, grad_norm: 1.2993 2020-08-01 19:57:25,452 - mmaction - INFO - Epoch [105][160/940] lr: 2.581e-01, eta: 1 day, 17:44:51, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.3441, top5_acc: 0.6023, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.2941 2020-08-01 19:57:46,684 - mmaction - INFO - Epoch [105][180/940] lr: 2.581e-01, eta: 1 day, 17:44:30, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3475, top5_acc: 0.6119, loss_cls: 2.9582, loss: 2.9582, grad_norm: 1.3012 2020-08-01 19:58:06,729 - mmaction - INFO - Epoch [105][200/940] lr: 2.581e-01, eta: 1 day, 17:44:07, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6109, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.3242 2020-08-01 19:58:27,517 - mmaction - INFO - Epoch [105][220/940] lr: 2.581e-01, eta: 1 day, 17:43:46, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5867, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.3213 2020-08-01 19:58:48,922 - mmaction - INFO - Epoch [105][240/940] lr: 2.581e-01, eta: 1 day, 17:43:25, time: 1.070, data_time: 0.005, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5934, loss_cls: 2.9948, loss: 2.9948, grad_norm: 1.3016 2020-08-01 19:59:10,311 - mmaction - INFO - Epoch [105][260/940] lr: 2.581e-01, eta: 1 day, 17:43:05, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6062, loss_cls: 2.9198, loss: 2.9198, grad_norm: 1.3048 2020-08-01 19:59:32,335 - mmaction - INFO - Epoch [105][280/940] lr: 2.581e-01, eta: 1 day, 17:42:45, time: 1.105, data_time: 0.009, memory: 6199, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 3.0079, loss: 3.0079, grad_norm: 1.3751 2020-08-01 19:59:53,631 - mmaction - INFO - Epoch [105][300/940] lr: 2.581e-01, eta: 1 day, 17:42:24, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.3434, top5_acc: 0.5988, loss_cls: 2.9811, loss: 2.9811, grad_norm: 1.3222 2020-08-01 20:00:18,671 - mmaction - INFO - Epoch [105][320/940] lr: 2.581e-01, eta: 1 day, 17:42:09, time: 1.243, data_time: 0.007, memory: 6199, top1_acc: 0.3568, top5_acc: 0.5936, loss_cls: 2.9619, loss: 2.9619, grad_norm: 1.3344 2020-08-01 20:00:39,055 - mmaction - INFO - Epoch [105][340/940] lr: 2.581e-01, eta: 1 day, 17:41:47, time: 1.027, data_time: 0.022, memory: 6199, top1_acc: 0.3480, top5_acc: 0.5998, loss_cls: 3.0069, loss: 3.0069, grad_norm: 1.3125 2020-08-01 20:01:00,379 - mmaction - INFO - Epoch [105][360/940] lr: 2.581e-01, eta: 1 day, 17:41:26, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.3334 2020-08-01 20:01:21,702 - mmaction - INFO - Epoch [105][380/940] lr: 2.581e-01, eta: 1 day, 17:41:06, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5971, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.3249 2020-08-01 20:01:43,289 - mmaction - INFO - Epoch [105][400/940] lr: 2.581e-01, eta: 1 day, 17:40:45, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.3475, top5_acc: 0.5982, loss_cls: 3.0026, loss: 3.0026, grad_norm: 1.3102 2020-08-01 20:02:04,122 - mmaction - INFO - Epoch [105][420/940] lr: 2.581e-01, eta: 1 day, 17:40:24, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.3461, top5_acc: 0.5947, loss_cls: 2.9918, loss: 2.9918, grad_norm: 1.3306 2020-08-01 20:02:25,596 - mmaction - INFO - Epoch [105][440/940] lr: 2.581e-01, eta: 1 day, 17:40:04, time: 1.077, data_time: 0.010, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6104, loss_cls: 2.9343, loss: 2.9343, grad_norm: 1.3346 2020-08-01 20:02:47,043 - mmaction - INFO - Epoch [105][460/940] lr: 2.581e-01, eta: 1 day, 17:39:43, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3434, top5_acc: 0.6080, loss_cls: 2.9703, loss: 2.9703, grad_norm: 1.3461 2020-08-01 20:03:07,672 - mmaction - INFO - Epoch [105][480/940] lr: 2.581e-01, eta: 1 day, 17:39:21, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3529, top5_acc: 0.6141, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.3315 2020-08-01 20:03:28,913 - mmaction - INFO - Epoch [105][500/940] lr: 2.581e-01, eta: 1 day, 17:39:01, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5990, loss_cls: 2.9728, loss: 2.9728, grad_norm: 1.3544 2020-08-01 20:03:50,007 - mmaction - INFO - Epoch [105][520/940] lr: 2.581e-01, eta: 1 day, 17:38:40, time: 1.054, data_time: 0.003, memory: 6199, top1_acc: 0.3484, top5_acc: 0.5932, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.3261 2020-08-01 20:04:10,780 - mmaction - INFO - Epoch [105][540/940] lr: 2.581e-01, eta: 1 day, 17:38:18, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5904, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.3443 2020-08-01 20:04:31,918 - mmaction - INFO - Epoch [105][560/940] lr: 2.581e-01, eta: 1 day, 17:37:57, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9768, loss: 2.9768, grad_norm: 1.2833 2020-08-01 20:04:53,702 - mmaction - INFO - Epoch [105][580/940] lr: 2.581e-01, eta: 1 day, 17:37:37, time: 1.088, data_time: 0.005, memory: 6199, top1_acc: 0.3502, top5_acc: 0.5900, loss_cls: 3.0070, loss: 3.0070, grad_norm: 1.3260 2020-08-01 20:05:14,407 - mmaction - INFO - Epoch [105][600/940] lr: 2.581e-01, eta: 1 day, 17:37:16, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3527, top5_acc: 0.5934, loss_cls: 2.9880, loss: 2.9880, grad_norm: 1.3300 2020-08-01 20:05:36,335 - mmaction - INFO - Epoch [105][620/940] lr: 2.581e-01, eta: 1 day, 17:36:56, time: 1.095, data_time: 0.005, memory: 6199, top1_acc: 0.3467, top5_acc: 0.5938, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.3315 2020-08-01 20:05:57,161 - mmaction - INFO - Epoch [105][640/940] lr: 2.581e-01, eta: 1 day, 17:36:34, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5932, loss_cls: 3.0028, loss: 3.0028, grad_norm: 1.3088 2020-08-01 20:06:17,986 - mmaction - INFO - Epoch [105][660/940] lr: 2.581e-01, eta: 1 day, 17:36:13, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3498, top5_acc: 0.5904, loss_cls: 3.0077, loss: 3.0077, grad_norm: 1.3403 2020-08-01 20:06:39,986 - mmaction - INFO - Epoch [105][680/940] lr: 2.581e-01, eta: 1 day, 17:35:53, time: 1.098, data_time: 0.010, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6162, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.3014 2020-08-01 20:07:00,996 - mmaction - INFO - Epoch [105][700/940] lr: 2.581e-01, eta: 1 day, 17:35:32, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5922, loss_cls: 3.0144, loss: 3.0144, grad_norm: 1.3208 2020-08-01 20:07:23,016 - mmaction - INFO - Epoch [105][720/940] lr: 2.581e-01, eta: 1 day, 17:35:12, time: 1.102, data_time: 0.009, memory: 6199, top1_acc: 0.3422, top5_acc: 0.6084, loss_cls: 2.9640, loss: 2.9640, grad_norm: 1.3204 2020-08-01 20:07:44,133 - mmaction - INFO - Epoch [105][740/940] lr: 2.581e-01, eta: 1 day, 17:34:51, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6025, loss_cls: 2.9733, loss: 2.9733, grad_norm: 1.3339 2020-08-01 20:08:05,673 - mmaction - INFO - Epoch [105][760/940] lr: 2.581e-01, eta: 1 day, 17:34:31, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.3389, top5_acc: 0.5811, loss_cls: 3.0296, loss: 3.0296, grad_norm: 1.3551 2020-08-01 20:08:26,895 - mmaction - INFO - Epoch [105][780/940] lr: 2.581e-01, eta: 1 day, 17:34:10, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5984, loss_cls: 2.9965, loss: 2.9965, grad_norm: 1.3320 2020-08-01 20:08:47,804 - mmaction - INFO - Epoch [105][800/940] lr: 2.581e-01, eta: 1 day, 17:33:49, time: 1.047, data_time: 0.010, memory: 6199, top1_acc: 0.3480, top5_acc: 0.5971, loss_cls: 2.9814, loss: 2.9814, grad_norm: 1.3262 2020-08-01 20:09:08,893 - mmaction - INFO - Epoch [105][820/940] lr: 2.581e-01, eta: 1 day, 17:33:28, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5893, loss_cls: 3.0385, loss: 3.0385, grad_norm: 1.3332 2020-08-01 20:09:29,889 - mmaction - INFO - Epoch [105][840/940] lr: 2.581e-01, eta: 1 day, 17:33:07, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.3473, top5_acc: 0.5943, loss_cls: 2.9942, loss: 2.9942, grad_norm: 1.3136 2020-08-01 20:09:51,044 - mmaction - INFO - Epoch [105][860/940] lr: 2.581e-01, eta: 1 day, 17:32:46, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3420, top5_acc: 0.5979, loss_cls: 2.9823, loss: 2.9823, grad_norm: 1.3088 2020-08-01 20:10:12,532 - mmaction - INFO - Epoch [105][880/940] lr: 2.581e-01, eta: 1 day, 17:32:25, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3393, top5_acc: 0.5990, loss_cls: 3.0047, loss: 3.0047, grad_norm: 1.2941 2020-08-01 20:10:33,153 - mmaction - INFO - Epoch [105][900/940] lr: 2.581e-01, eta: 1 day, 17:32:04, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3486, top5_acc: 0.6084, loss_cls: 2.9584, loss: 2.9584, grad_norm: 1.2998 2020-08-01 20:10:53,829 - mmaction - INFO - Epoch [105][920/940] lr: 2.581e-01, eta: 1 day, 17:31:42, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3492, top5_acc: 0.5965, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.3251 2020-08-01 20:11:12,796 - mmaction - INFO - Epoch [105][940/940] lr: 2.581e-01, eta: 1 day, 17:31:18, time: 0.951, data_time: 0.007, memory: 6199, top1_acc: 0.3452, top5_acc: 0.5913, loss_cls: 3.0114, loss: 3.0114, grad_norm: 1.3264 2020-08-01 20:11:45,862 - mmaction - INFO - Epoch [106][20/940] lr: 2.557e-01, eta: 1 day, 17:31:13, time: 1.628, data_time: 0.577, memory: 6199, top1_acc: 0.3514, top5_acc: 0.6023, loss_cls: 2.9569, loss: 2.9569, grad_norm: 1.3068 2020-08-01 20:12:05,821 - mmaction - INFO - Epoch [106][40/940] lr: 2.557e-01, eta: 1 day, 17:30:51, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.5998, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.3072 2020-08-01 20:12:26,606 - mmaction - INFO - Epoch [106][60/940] lr: 2.557e-01, eta: 1 day, 17:30:29, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3512, top5_acc: 0.5990, loss_cls: 2.9682, loss: 2.9682, grad_norm: 1.3088 2020-08-01 20:12:48,336 - mmaction - INFO - Epoch [106][80/940] lr: 2.557e-01, eta: 1 day, 17:30:09, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.3463, top5_acc: 0.6033, loss_cls: 2.9779, loss: 2.9779, grad_norm: 1.3426 2020-08-01 20:13:09,244 - mmaction - INFO - Epoch [106][100/940] lr: 2.557e-01, eta: 1 day, 17:29:48, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6088, loss_cls: 2.9530, loss: 2.9530, grad_norm: 1.3063 2020-08-01 20:13:29,836 - mmaction - INFO - Epoch [106][120/940] lr: 2.557e-01, eta: 1 day, 17:29:26, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.3631, top5_acc: 0.6092, loss_cls: 2.8933, loss: 2.8933, grad_norm: 1.3205 2020-08-01 20:13:50,514 - mmaction - INFO - Epoch [106][140/940] lr: 2.557e-01, eta: 1 day, 17:29:05, time: 1.033, data_time: 0.002, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6023, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.3309 2020-08-01 20:14:11,995 - mmaction - INFO - Epoch [106][160/940] lr: 2.557e-01, eta: 1 day, 17:28:44, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3512, top5_acc: 0.5959, loss_cls: 2.9791, loss: 2.9791, grad_norm: 1.3167 2020-08-01 20:14:32,440 - mmaction - INFO - Epoch [106][180/940] lr: 2.557e-01, eta: 1 day, 17:28:22, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6105, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.3433 2020-08-01 20:14:53,510 - mmaction - INFO - Epoch [106][200/940] lr: 2.557e-01, eta: 1 day, 17:28:01, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3486, top5_acc: 0.6045, loss_cls: 2.9502, loss: 2.9502, grad_norm: 1.3265 2020-08-01 20:15:15,128 - mmaction - INFO - Epoch [106][220/940] lr: 2.557e-01, eta: 1 day, 17:27:41, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.3456 2020-08-01 20:15:36,575 - mmaction - INFO - Epoch [106][240/940] lr: 2.557e-01, eta: 1 day, 17:27:20, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6016, loss_cls: 2.9433, loss: 2.9433, grad_norm: 1.3227 2020-08-01 20:15:57,964 - mmaction - INFO - Epoch [106][260/940] lr: 2.557e-01, eta: 1 day, 17:27:00, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9339, loss: 2.9339, grad_norm: 1.3217 2020-08-01 20:16:18,207 - mmaction - INFO - Epoch [106][280/940] lr: 2.557e-01, eta: 1 day, 17:26:37, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6070, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.3364 2020-08-01 20:16:40,616 - mmaction - INFO - Epoch [106][300/940] lr: 2.557e-01, eta: 1 day, 17:26:18, time: 1.119, data_time: 0.007, memory: 6199, top1_acc: 0.3545, top5_acc: 0.5996, loss_cls: 2.9531, loss: 2.9531, grad_norm: 1.3036 2020-08-01 20:17:01,761 - mmaction - INFO - Epoch [106][320/940] lr: 2.557e-01, eta: 1 day, 17:25:57, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6008, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3136 2020-08-01 20:17:23,103 - mmaction - INFO - Epoch [106][340/940] lr: 2.557e-01, eta: 1 day, 17:25:37, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.3418, top5_acc: 0.6043, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.3183 2020-08-01 20:17:43,937 - mmaction - INFO - Epoch [106][360/940] lr: 2.557e-01, eta: 1 day, 17:25:15, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3455, top5_acc: 0.6033, loss_cls: 2.9622, loss: 2.9622, grad_norm: 1.2924 2020-08-01 20:18:04,659 - mmaction - INFO - Epoch [106][380/940] lr: 2.557e-01, eta: 1 day, 17:24:54, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5850, loss_cls: 3.0355, loss: 3.0355, grad_norm: 1.3287 2020-08-01 20:18:24,925 - mmaction - INFO - Epoch [106][400/940] lr: 2.557e-01, eta: 1 day, 17:24:32, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3490, top5_acc: 0.5986, loss_cls: 2.9906, loss: 2.9906, grad_norm: 1.3095 2020-08-01 20:18:45,859 - mmaction - INFO - Epoch [106][420/940] lr: 2.557e-01, eta: 1 day, 17:24:10, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.3512, top5_acc: 0.6051, loss_cls: 2.9728, loss: 2.9728, grad_norm: 1.3378 2020-08-01 20:19:06,019 - mmaction - INFO - Epoch [106][440/940] lr: 2.557e-01, eta: 1 day, 17:23:48, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3490, top5_acc: 0.5967, loss_cls: 3.0020, loss: 3.0020, grad_norm: 1.3190 2020-08-01 20:19:26,385 - mmaction - INFO - Epoch [106][460/940] lr: 2.557e-01, eta: 1 day, 17:23:26, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.3461, top5_acc: 0.6021, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.3539 2020-08-01 20:19:47,945 - mmaction - INFO - Epoch [106][480/940] lr: 2.557e-01, eta: 1 day, 17:23:06, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6082, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.3059 2020-08-01 20:20:09,230 - mmaction - INFO - Epoch [106][500/940] lr: 2.557e-01, eta: 1 day, 17:22:45, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6029, loss_cls: 2.9831, loss: 2.9831, grad_norm: 1.3151 2020-08-01 20:20:30,118 - mmaction - INFO - Epoch [106][520/940] lr: 2.557e-01, eta: 1 day, 17:22:24, time: 1.045, data_time: 0.002, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5980, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.3296 2020-08-01 20:20:51,660 - mmaction - INFO - Epoch [106][540/940] lr: 2.557e-01, eta: 1 day, 17:22:03, time: 1.074, data_time: 0.004, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5992, loss_cls: 2.9921, loss: 2.9921, grad_norm: 1.3049 2020-08-01 20:21:12,465 - mmaction - INFO - Epoch [106][560/940] lr: 2.557e-01, eta: 1 day, 17:21:42, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5912, loss_cls: 3.0289, loss: 3.0289, grad_norm: 1.3367 2020-08-01 20:21:33,915 - mmaction - INFO - Epoch [106][580/940] lr: 2.557e-01, eta: 1 day, 17:21:21, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.3564, top5_acc: 0.5988, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.3197 2020-08-01 20:21:55,509 - mmaction - INFO - Epoch [106][600/940] lr: 2.557e-01, eta: 1 day, 17:21:01, time: 1.080, data_time: 0.003, memory: 6199, top1_acc: 0.3420, top5_acc: 0.5961, loss_cls: 2.9875, loss: 2.9875, grad_norm: 1.2991 2020-08-01 20:22:17,164 - mmaction - INFO - Epoch [106][620/940] lr: 2.557e-01, eta: 1 day, 17:20:41, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.3457, top5_acc: 0.5982, loss_cls: 3.0113, loss: 3.0113, grad_norm: 1.3396 2020-08-01 20:22:38,236 - mmaction - INFO - Epoch [106][640/940] lr: 2.557e-01, eta: 1 day, 17:20:20, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3523, top5_acc: 0.6043, loss_cls: 2.9696, loss: 2.9696, grad_norm: 1.3250 2020-08-01 20:22:59,066 - mmaction - INFO - Epoch [106][660/940] lr: 2.557e-01, eta: 1 day, 17:19:58, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3352, top5_acc: 0.6004, loss_cls: 3.0116, loss: 3.0116, grad_norm: 1.3464 2020-08-01 20:23:20,204 - mmaction - INFO - Epoch [106][680/940] lr: 2.557e-01, eta: 1 day, 17:19:37, time: 1.057, data_time: 0.012, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6080, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.3364 2020-08-01 20:23:41,191 - mmaction - INFO - Epoch [106][700/940] lr: 2.557e-01, eta: 1 day, 17:19:16, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3471, top5_acc: 0.6084, loss_cls: 2.9572, loss: 2.9572, grad_norm: 1.3380 2020-08-01 20:24:01,585 - mmaction - INFO - Epoch [106][720/940] lr: 2.557e-01, eta: 1 day, 17:18:54, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3404, top5_acc: 0.5998, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.3164 2020-08-01 20:24:23,527 - mmaction - INFO - Epoch [106][740/940] lr: 2.557e-01, eta: 1 day, 17:18:34, time: 1.099, data_time: 0.007, memory: 6199, top1_acc: 0.3355, top5_acc: 0.5973, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.3509 2020-08-01 20:24:44,580 - mmaction - INFO - Epoch [106][760/940] lr: 2.557e-01, eta: 1 day, 17:18:13, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.3375, top5_acc: 0.5871, loss_cls: 3.0250, loss: 3.0250, grad_norm: 1.3179 2020-08-01 20:25:05,816 - mmaction - INFO - Epoch [106][780/940] lr: 2.557e-01, eta: 1 day, 17:17:52, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3477, top5_acc: 0.5957, loss_cls: 2.9882, loss: 2.9882, grad_norm: 1.3467 2020-08-01 20:25:27,464 - mmaction - INFO - Epoch [106][800/940] lr: 2.557e-01, eta: 1 day, 17:17:32, time: 1.084, data_time: 0.003, memory: 6199, top1_acc: 0.3537, top5_acc: 0.5998, loss_cls: 2.9763, loss: 2.9763, grad_norm: 1.3022 2020-08-01 20:25:48,460 - mmaction - INFO - Epoch [106][820/940] lr: 2.557e-01, eta: 1 day, 17:17:11, time: 1.050, data_time: 0.004, memory: 6199, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.3186 2020-08-01 20:26:09,013 - mmaction - INFO - Epoch [106][840/940] lr: 2.557e-01, eta: 1 day, 17:16:49, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6055, loss_cls: 2.9389, loss: 2.9389, grad_norm: 1.3182 2020-08-01 20:26:30,752 - mmaction - INFO - Epoch [106][860/940] lr: 2.557e-01, eta: 1 day, 17:16:29, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6016, loss_cls: 2.9604, loss: 2.9604, grad_norm: 1.3281 2020-08-01 20:26:51,070 - mmaction - INFO - Epoch [106][880/940] lr: 2.557e-01, eta: 1 day, 17:16:07, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6084, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.3165 2020-08-01 20:27:11,963 - mmaction - INFO - Epoch [106][900/940] lr: 2.557e-01, eta: 1 day, 17:15:46, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.3467, top5_acc: 0.6031, loss_cls: 2.9475, loss: 2.9475, grad_norm: 1.3549 2020-08-01 20:27:32,895 - mmaction - INFO - Epoch [106][920/940] lr: 2.557e-01, eta: 1 day, 17:15:24, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6115, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.3155 2020-08-01 20:27:52,784 - mmaction - INFO - Epoch [106][940/940] lr: 2.557e-01, eta: 1 day, 17:15:02, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.3454, top5_acc: 0.6021, loss_cls: 2.9970, loss: 2.9970, grad_norm: 1.3591 2020-08-01 20:28:23,504 - mmaction - INFO - Epoch [107][20/940] lr: 2.533e-01, eta: 1 day, 17:14:54, time: 1.517, data_time: 0.431, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6131, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.3107 2020-08-01 20:28:44,401 - mmaction - INFO - Epoch [107][40/940] lr: 2.533e-01, eta: 1 day, 17:14:32, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.3494, top5_acc: 0.6070, loss_cls: 2.9590, loss: 2.9590, grad_norm: 1.3314 2020-08-01 20:29:06,139 - mmaction - INFO - Epoch [107][60/940] lr: 2.533e-01, eta: 1 day, 17:14:12, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6107, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.3227 2020-08-01 20:29:27,050 - mmaction - INFO - Epoch [107][80/940] lr: 2.533e-01, eta: 1 day, 17:13:51, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3471, top5_acc: 0.6100, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.3521 2020-08-01 20:29:48,158 - mmaction - INFO - Epoch [107][100/940] lr: 2.533e-01, eta: 1 day, 17:13:30, time: 1.056, data_time: 0.004, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6070, loss_cls: 2.9447, loss: 2.9447, grad_norm: 1.3352 2020-08-01 20:30:10,053 - mmaction - INFO - Epoch [107][120/940] lr: 2.533e-01, eta: 1 day, 17:13:10, time: 1.093, data_time: 0.005, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6125, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.3287 2020-08-01 20:30:31,528 - mmaction - INFO - Epoch [107][140/940] lr: 2.533e-01, eta: 1 day, 17:12:49, time: 1.070, data_time: 0.003, memory: 6199, top1_acc: 0.3424, top5_acc: 0.5965, loss_cls: 2.9926, loss: 2.9926, grad_norm: 1.3545 2020-08-01 20:30:52,662 - mmaction - INFO - Epoch [107][160/940] lr: 2.533e-01, eta: 1 day, 17:12:28, time: 1.053, data_time: 0.012, memory: 6199, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.3418 2020-08-01 20:31:13,650 - mmaction - INFO - Epoch [107][180/940] lr: 2.533e-01, eta: 1 day, 17:12:07, time: 1.056, data_time: 0.015, memory: 6199, top1_acc: 0.3482, top5_acc: 0.6074, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.3375 2020-08-01 20:31:34,455 - mmaction - INFO - Epoch [107][200/940] lr: 2.533e-01, eta: 1 day, 17:11:46, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6074, loss_cls: 2.9122, loss: 2.9122, grad_norm: 1.3749 2020-08-01 20:31:55,552 - mmaction - INFO - Epoch [107][220/940] lr: 2.533e-01, eta: 1 day, 17:11:25, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5908, loss_cls: 3.0051, loss: 3.0051, grad_norm: 1.3561 2020-08-01 20:32:16,145 - mmaction - INFO - Epoch [107][240/940] lr: 2.533e-01, eta: 1 day, 17:11:03, time: 1.030, data_time: 0.004, memory: 6199, top1_acc: 0.3451, top5_acc: 0.5986, loss_cls: 2.9879, loss: 2.9879, grad_norm: 1.3311 2020-08-01 20:32:36,800 - mmaction - INFO - Epoch [107][260/940] lr: 2.533e-01, eta: 1 day, 17:10:41, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6105, loss_cls: 2.9032, loss: 2.9032, grad_norm: 1.2888 2020-08-01 20:32:58,400 - mmaction - INFO - Epoch [107][280/940] lr: 2.533e-01, eta: 1 day, 17:10:21, time: 1.083, data_time: 0.009, memory: 6199, top1_acc: 0.3414, top5_acc: 0.5957, loss_cls: 3.0029, loss: 3.0029, grad_norm: 1.3456 2020-08-01 20:33:20,606 - mmaction - INFO - Epoch [107][300/940] lr: 2.533e-01, eta: 1 day, 17:10:02, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.3163 2020-08-01 20:33:41,416 - mmaction - INFO - Epoch [107][320/940] lr: 2.533e-01, eta: 1 day, 17:09:40, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6051, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.3332 2020-08-01 20:34:01,892 - mmaction - INFO - Epoch [107][340/940] lr: 2.533e-01, eta: 1 day, 17:09:18, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6094, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.3248 2020-08-01 20:34:22,377 - mmaction - INFO - Epoch [107][360/940] lr: 2.533e-01, eta: 1 day, 17:08:57, time: 1.027, data_time: 0.010, memory: 6199, top1_acc: 0.3412, top5_acc: 0.6037, loss_cls: 2.9830, loss: 2.9830, grad_norm: 1.3198 2020-08-01 20:34:43,638 - mmaction - INFO - Epoch [107][380/940] lr: 2.533e-01, eta: 1 day, 17:08:36, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6074, loss_cls: 2.9426, loss: 2.9426, grad_norm: 1.3095 2020-08-01 20:35:05,040 - mmaction - INFO - Epoch [107][400/940] lr: 2.533e-01, eta: 1 day, 17:08:15, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6145, loss_cls: 2.8949, loss: 2.8949, grad_norm: 1.2857 2020-08-01 20:35:25,458 - mmaction - INFO - Epoch [107][420/940] lr: 2.533e-01, eta: 1 day, 17:07:53, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.3521, top5_acc: 0.6141, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.3418 2020-08-01 20:35:46,370 - mmaction - INFO - Epoch [107][440/940] lr: 2.533e-01, eta: 1 day, 17:07:32, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3504, top5_acc: 0.5926, loss_cls: 3.0006, loss: 3.0006, grad_norm: 1.3607 2020-08-01 20:36:06,713 - mmaction - INFO - Epoch [107][460/940] lr: 2.533e-01, eta: 1 day, 17:07:10, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6057, loss_cls: 2.9582, loss: 2.9582, grad_norm: 1.3369 2020-08-01 20:36:27,998 - mmaction - INFO - Epoch [107][480/940] lr: 2.533e-01, eta: 1 day, 17:06:49, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5959, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.3327 2020-08-01 20:36:49,420 - mmaction - INFO - Epoch [107][500/940] lr: 2.533e-01, eta: 1 day, 17:06:28, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5879, loss_cls: 2.9994, loss: 2.9994, grad_norm: 1.3151 2020-08-01 20:37:09,926 - mmaction - INFO - Epoch [107][520/940] lr: 2.533e-01, eta: 1 day, 17:06:07, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3480, top5_acc: 0.5994, loss_cls: 3.0104, loss: 3.0104, grad_norm: 1.3564 2020-08-01 20:37:30,697 - mmaction - INFO - Epoch [107][540/940] lr: 2.533e-01, eta: 1 day, 17:05:45, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 3.0196, loss: 3.0196, grad_norm: 1.3194 2020-08-01 20:37:52,862 - mmaction - INFO - Epoch [107][560/940] lr: 2.533e-01, eta: 1 day, 17:05:26, time: 1.111, data_time: 0.007, memory: 6199, top1_acc: 0.3445, top5_acc: 0.5912, loss_cls: 3.0138, loss: 3.0138, grad_norm: 1.3291 2020-08-01 20:38:13,898 - mmaction - INFO - Epoch [107][580/940] lr: 2.533e-01, eta: 1 day, 17:05:05, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.3412, top5_acc: 0.5967, loss_cls: 2.9968, loss: 2.9968, grad_norm: 1.3239 2020-08-01 20:38:34,788 - mmaction - INFO - Epoch [107][600/940] lr: 2.533e-01, eta: 1 day, 17:04:43, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6039, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.3181 2020-08-01 20:38:56,769 - mmaction - INFO - Epoch [107][620/940] lr: 2.533e-01, eta: 1 day, 17:04:23, time: 1.096, data_time: 0.009, memory: 6199, top1_acc: 0.3521, top5_acc: 0.6061, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.3499 2020-08-01 20:39:18,098 - mmaction - INFO - Epoch [107][640/940] lr: 2.533e-01, eta: 1 day, 17:04:03, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6059, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.3534 2020-08-01 20:39:38,849 - mmaction - INFO - Epoch [107][660/940] lr: 2.533e-01, eta: 1 day, 17:03:41, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3510, top5_acc: 0.5959, loss_cls: 2.9929, loss: 2.9929, grad_norm: 1.3218 2020-08-01 20:40:00,133 - mmaction - INFO - Epoch [107][680/940] lr: 2.533e-01, eta: 1 day, 17:03:20, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3512, top5_acc: 0.6068, loss_cls: 2.9646, loss: 2.9646, grad_norm: 1.3400 2020-08-01 20:40:20,772 - mmaction - INFO - Epoch [107][700/940] lr: 2.533e-01, eta: 1 day, 17:02:59, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6064, loss_cls: 2.9655, loss: 2.9655, grad_norm: 1.3184 2020-08-01 20:40:42,307 - mmaction - INFO - Epoch [107][720/940] lr: 2.533e-01, eta: 1 day, 17:02:38, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3438, top5_acc: 0.5982, loss_cls: 2.9714, loss: 2.9714, grad_norm: 1.3561 2020-08-01 20:41:02,644 - mmaction - INFO - Epoch [107][740/940] lr: 2.533e-01, eta: 1 day, 17:02:16, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5963, loss_cls: 3.0067, loss: 3.0067, grad_norm: 1.3296 2020-08-01 20:41:23,387 - mmaction - INFO - Epoch [107][760/940] lr: 2.533e-01, eta: 1 day, 17:01:55, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3445, top5_acc: 0.5896, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.3020 2020-08-01 20:41:43,641 - mmaction - INFO - Epoch [107][780/940] lr: 2.533e-01, eta: 1 day, 17:01:33, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3486, top5_acc: 0.5828, loss_cls: 3.0219, loss: 3.0219, grad_norm: 1.3324 2020-08-01 20:42:05,061 - mmaction - INFO - Epoch [107][800/940] lr: 2.533e-01, eta: 1 day, 17:01:12, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3473, top5_acc: 0.5951, loss_cls: 2.9885, loss: 2.9885, grad_norm: 1.3328 2020-08-01 20:42:26,285 - mmaction - INFO - Epoch [107][820/940] lr: 2.533e-01, eta: 1 day, 17:00:51, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5887, loss_cls: 3.0415, loss: 3.0415, grad_norm: 1.3421 2020-08-01 20:42:47,431 - mmaction - INFO - Epoch [107][840/940] lr: 2.533e-01, eta: 1 day, 17:00:30, time: 1.056, data_time: 0.003, memory: 6199, top1_acc: 0.3344, top5_acc: 0.5926, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.3237 2020-08-01 20:43:08,511 - mmaction - INFO - Epoch [107][860/940] lr: 2.533e-01, eta: 1 day, 17:00:09, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6020, loss_cls: 2.9570, loss: 2.9570, grad_norm: 1.3220 2020-08-01 20:43:28,992 - mmaction - INFO - Epoch [107][880/940] lr: 2.533e-01, eta: 1 day, 16:59:47, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5930, loss_cls: 3.0332, loss: 3.0332, grad_norm: 1.3362 2020-08-01 20:43:50,121 - mmaction - INFO - Epoch [107][900/940] lr: 2.533e-01, eta: 1 day, 16:59:26, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5963, loss_cls: 3.0147, loss: 3.0147, grad_norm: 1.3347 2020-08-01 20:44:10,630 - mmaction - INFO - Epoch [107][920/940] lr: 2.533e-01, eta: 1 day, 16:59:04, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3492, top5_acc: 0.6041, loss_cls: 2.9702, loss: 2.9702, grad_norm: 1.3269 2020-08-01 20:44:30,051 - mmaction - INFO - Epoch [107][940/940] lr: 2.533e-01, eta: 1 day, 16:58:41, time: 0.969, data_time: 0.008, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6055, loss_cls: 2.9631, loss: 2.9631, grad_norm: 1.3121 2020-08-01 20:45:00,559 - mmaction - INFO - Epoch [108][20/940] lr: 2.510e-01, eta: 1 day, 16:58:33, time: 1.509, data_time: 0.476, memory: 6199, top1_acc: 0.3502, top5_acc: 0.6090, loss_cls: 2.9450, loss: 2.9450, grad_norm: 1.3541 2020-08-01 20:45:20,704 - mmaction - INFO - Epoch [108][40/940] lr: 2.510e-01, eta: 1 day, 16:58:10, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3412, top5_acc: 0.6039, loss_cls: 2.9760, loss: 2.9760, grad_norm: 1.3234 2020-08-01 20:45:41,621 - mmaction - INFO - Epoch [108][60/940] lr: 2.510e-01, eta: 1 day, 16:57:49, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6121, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.3173 2020-08-01 20:46:03,702 - mmaction - INFO - Epoch [108][80/940] lr: 2.510e-01, eta: 1 day, 16:57:29, time: 1.100, data_time: 0.010, memory: 6199, top1_acc: 0.3465, top5_acc: 0.5908, loss_cls: 2.9952, loss: 2.9952, grad_norm: 1.3454 2020-08-01 20:46:23,841 - mmaction - INFO - Epoch [108][100/940] lr: 2.510e-01, eta: 1 day, 16:57:07, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6006, loss_cls: 2.9722, loss: 2.9722, grad_norm: 1.3302 2020-08-01 20:46:44,402 - mmaction - INFO - Epoch [108][120/940] lr: 2.510e-01, eta: 1 day, 16:56:45, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6102, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.3419 2020-08-01 20:47:06,044 - mmaction - INFO - Epoch [108][140/940] lr: 2.510e-01, eta: 1 day, 16:56:25, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6029, loss_cls: 2.9383, loss: 2.9383, grad_norm: 1.3370 2020-08-01 20:47:27,790 - mmaction - INFO - Epoch [108][160/940] lr: 2.510e-01, eta: 1 day, 16:56:05, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.3402, top5_acc: 0.6000, loss_cls: 2.9799, loss: 2.9799, grad_norm: 1.3502 2020-08-01 20:47:48,776 - mmaction - INFO - Epoch [108][180/940] lr: 2.510e-01, eta: 1 day, 16:55:44, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3457, top5_acc: 0.5912, loss_cls: 2.9890, loss: 2.9890, grad_norm: 1.3192 2020-08-01 20:48:09,707 - mmaction - INFO - Epoch [108][200/940] lr: 2.510e-01, eta: 1 day, 16:55:22, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3492, top5_acc: 0.6020, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3172 2020-08-01 20:48:31,353 - mmaction - INFO - Epoch [108][220/940] lr: 2.510e-01, eta: 1 day, 16:55:02, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.3241 2020-08-01 20:48:52,287 - mmaction - INFO - Epoch [108][240/940] lr: 2.510e-01, eta: 1 day, 16:54:41, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3537, top5_acc: 0.5975, loss_cls: 2.9782, loss: 2.9782, grad_norm: 1.3427 2020-08-01 20:49:12,894 - mmaction - INFO - Epoch [108][260/940] lr: 2.510e-01, eta: 1 day, 16:54:19, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6088, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.3427 2020-08-01 20:49:33,712 - mmaction - INFO - Epoch [108][280/940] lr: 2.510e-01, eta: 1 day, 16:53:58, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6100, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.3253 2020-08-01 20:49:54,641 - mmaction - INFO - Epoch [108][300/940] lr: 2.510e-01, eta: 1 day, 16:53:36, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6035, loss_cls: 2.9390, loss: 2.9390, grad_norm: 1.3371 2020-08-01 20:50:15,835 - mmaction - INFO - Epoch [108][320/940] lr: 2.510e-01, eta: 1 day, 16:53:16, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3488, top5_acc: 0.5979, loss_cls: 2.9684, loss: 2.9684, grad_norm: 1.3433 2020-08-01 20:50:37,880 - mmaction - INFO - Epoch [108][340/940] lr: 2.510e-01, eta: 1 day, 16:52:56, time: 1.102, data_time: 0.007, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6104, loss_cls: 2.9162, loss: 2.9162, grad_norm: 1.3338 2020-08-01 20:50:59,269 - mmaction - INFO - Epoch [108][360/940] lr: 2.510e-01, eta: 1 day, 16:52:35, time: 1.069, data_time: 0.003, memory: 6199, top1_acc: 0.3439, top5_acc: 0.6010, loss_cls: 2.9648, loss: 2.9648, grad_norm: 1.3717 2020-08-01 20:51:19,870 - mmaction - INFO - Epoch [108][380/940] lr: 2.510e-01, eta: 1 day, 16:52:14, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.3465, top5_acc: 0.5975, loss_cls: 2.9775, loss: 2.9775, grad_norm: 1.3501 2020-08-01 20:51:40,885 - mmaction - INFO - Epoch [108][400/940] lr: 2.510e-01, eta: 1 day, 16:51:52, time: 1.050, data_time: 0.004, memory: 6199, top1_acc: 0.3496, top5_acc: 0.6033, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.3147 2020-08-01 20:52:02,128 - mmaction - INFO - Epoch [108][420/940] lr: 2.510e-01, eta: 1 day, 16:51:32, time: 1.061, data_time: 0.011, memory: 6199, top1_acc: 0.3504, top5_acc: 0.5943, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.3261 2020-08-01 20:52:22,187 - mmaction - INFO - Epoch [108][440/940] lr: 2.510e-01, eta: 1 day, 16:51:09, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6010, loss_cls: 2.9375, loss: 2.9375, grad_norm: 1.3423 2020-08-01 20:52:43,572 - mmaction - INFO - Epoch [108][460/940] lr: 2.510e-01, eta: 1 day, 16:50:48, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6027, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.3251 2020-08-01 20:53:04,502 - mmaction - INFO - Epoch [108][480/940] lr: 2.510e-01, eta: 1 day, 16:50:27, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6105, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.3449 2020-08-01 20:53:25,396 - mmaction - INFO - Epoch [108][500/940] lr: 2.510e-01, eta: 1 day, 16:50:06, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6000, loss_cls: 3.0002, loss: 3.0002, grad_norm: 1.3403 2020-08-01 20:53:47,559 - mmaction - INFO - Epoch [108][520/940] lr: 2.510e-01, eta: 1 day, 16:49:46, time: 1.109, data_time: 0.006, memory: 6199, top1_acc: 0.3420, top5_acc: 0.6004, loss_cls: 2.9783, loss: 2.9783, grad_norm: 1.3367 2020-08-01 20:54:08,945 - mmaction - INFO - Epoch [108][540/940] lr: 2.510e-01, eta: 1 day, 16:49:26, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6006, loss_cls: 2.9330, loss: 2.9330, grad_norm: 1.3443 2020-08-01 20:54:30,751 - mmaction - INFO - Epoch [108][560/940] lr: 2.510e-01, eta: 1 day, 16:49:06, time: 1.093, data_time: 0.008, memory: 6199, top1_acc: 0.3502, top5_acc: 0.5908, loss_cls: 2.9959, loss: 2.9959, grad_norm: 1.3351 2020-08-01 20:54:52,036 - mmaction - INFO - Epoch [108][580/940] lr: 2.510e-01, eta: 1 day, 16:48:45, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6061, loss_cls: 2.9407, loss: 2.9407, grad_norm: 1.3209 2020-08-01 20:55:12,633 - mmaction - INFO - Epoch [108][600/940] lr: 2.510e-01, eta: 1 day, 16:48:23, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6025, loss_cls: 2.9587, loss: 2.9587, grad_norm: 1.3264 2020-08-01 20:55:33,386 - mmaction - INFO - Epoch [108][620/940] lr: 2.510e-01, eta: 1 day, 16:48:02, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3441, top5_acc: 0.6031, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.3281 2020-08-01 20:55:54,625 - mmaction - INFO - Epoch [108][640/940] lr: 2.510e-01, eta: 1 day, 16:47:41, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6084, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.3583 2020-08-01 20:56:15,083 - mmaction - INFO - Epoch [108][660/940] lr: 2.510e-01, eta: 1 day, 16:47:19, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9647, loss: 2.9647, grad_norm: 1.3148 2020-08-01 20:56:34,960 - mmaction - INFO - Epoch [108][680/940] lr: 2.510e-01, eta: 1 day, 16:46:56, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.3408, top5_acc: 0.5912, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.3441 2020-08-01 20:56:57,100 - mmaction - INFO - Epoch [108][700/940] lr: 2.510e-01, eta: 1 day, 16:46:37, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.5990, loss_cls: 2.9694, loss: 2.9694, grad_norm: 1.3229 2020-08-01 20:57:18,050 - mmaction - INFO - Epoch [108][720/940] lr: 2.510e-01, eta: 1 day, 16:46:15, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3463, top5_acc: 0.6000, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.3464 2020-08-01 20:57:39,651 - mmaction - INFO - Epoch [108][740/940] lr: 2.510e-01, eta: 1 day, 16:45:55, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.9649, loss: 2.9649, grad_norm: 1.3412 2020-08-01 20:58:00,564 - mmaction - INFO - Epoch [108][760/940] lr: 2.510e-01, eta: 1 day, 16:45:34, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6084, loss_cls: 2.9096, loss: 2.9096, grad_norm: 1.3381 2020-08-01 20:58:21,769 - mmaction - INFO - Epoch [108][780/940] lr: 2.510e-01, eta: 1 day, 16:45:13, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6047, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.3166 2020-08-01 20:58:42,650 - mmaction - INFO - Epoch [108][800/940] lr: 2.510e-01, eta: 1 day, 16:44:52, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3396, top5_acc: 0.5988, loss_cls: 3.0210, loss: 3.0210, grad_norm: 1.3274 2020-08-01 20:59:03,599 - mmaction - INFO - Epoch [108][820/940] lr: 2.510e-01, eta: 1 day, 16:44:30, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5957, loss_cls: 2.9794, loss: 2.9794, grad_norm: 1.3406 2020-08-01 20:59:25,188 - mmaction - INFO - Epoch [108][840/940] lr: 2.510e-01, eta: 1 day, 16:44:10, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3500, top5_acc: 0.5887, loss_cls: 3.0249, loss: 3.0249, grad_norm: 1.3166 2020-08-01 20:59:46,559 - mmaction - INFO - Epoch [108][860/940] lr: 2.510e-01, eta: 1 day, 16:43:49, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6094, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.3173 2020-08-01 21:00:10,733 - mmaction - INFO - Epoch [108][880/940] lr: 2.510e-01, eta: 1 day, 16:43:32, time: 1.205, data_time: 0.006, memory: 6199, top1_acc: 0.3563, top5_acc: 0.6037, loss_cls: 2.9388, loss: 2.9388, grad_norm: 1.3457 2020-08-01 21:00:31,329 - mmaction - INFO - Epoch [108][900/940] lr: 2.510e-01, eta: 1 day, 16:43:11, time: 1.033, data_time: 0.012, memory: 6199, top1_acc: 0.3482, top5_acc: 0.6080, loss_cls: 2.9521, loss: 2.9521, grad_norm: 1.3406 2020-08-01 21:00:52,662 - mmaction - INFO - Epoch [108][920/940] lr: 2.510e-01, eta: 1 day, 16:42:50, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.3506, top5_acc: 0.5895, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.3002 2020-08-01 21:01:13,129 - mmaction - INFO - Epoch [108][940/940] lr: 2.510e-01, eta: 1 day, 16:42:28, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.3433, top5_acc: 0.5994, loss_cls: 3.0008, loss: 3.0008, grad_norm: 1.3496 2020-08-01 21:01:13,493 - mmaction - INFO - Saving checkpoint at 108 epochs 2020-08-01 21:01:46,501 - mmaction - INFO - Epoch [109][20/940] lr: 2.486e-01, eta: 1 day, 16:42:21, time: 1.564, data_time: 0.554, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6113, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.3055 2020-08-01 21:02:07,119 - mmaction - INFO - Epoch [109][40/940] lr: 2.486e-01, eta: 1 day, 16:42:00, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.3468 2020-08-01 21:02:28,102 - mmaction - INFO - Epoch [109][60/940] lr: 2.486e-01, eta: 1 day, 16:41:38, time: 1.049, data_time: 0.010, memory: 6199, top1_acc: 0.3600, top5_acc: 0.5998, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.3298 2020-08-01 21:02:49,479 - mmaction - INFO - Epoch [109][80/940] lr: 2.486e-01, eta: 1 day, 16:41:18, time: 1.070, data_time: 0.010, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6092, loss_cls: 2.9264, loss: 2.9264, grad_norm: 1.3442 2020-08-01 21:03:10,305 - mmaction - INFO - Epoch [109][100/940] lr: 2.486e-01, eta: 1 day, 16:40:56, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.3580, top5_acc: 0.6125, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.3547 2020-08-01 21:03:31,219 - mmaction - INFO - Epoch [109][120/940] lr: 2.486e-01, eta: 1 day, 16:40:35, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3508, top5_acc: 0.6084, loss_cls: 2.9473, loss: 2.9473, grad_norm: 1.3653 2020-08-01 21:03:51,569 - mmaction - INFO - Epoch [109][140/940] lr: 2.486e-01, eta: 1 day, 16:40:13, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3539, top5_acc: 0.6037, loss_cls: 2.9414, loss: 2.9414, grad_norm: 1.3538 2020-08-01 21:04:12,522 - mmaction - INFO - Epoch [109][160/940] lr: 2.486e-01, eta: 1 day, 16:39:52, time: 1.046, data_time: 0.003, memory: 6199, top1_acc: 0.3479, top5_acc: 0.5961, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.3016 2020-08-01 21:04:34,229 - mmaction - INFO - Epoch [109][180/940] lr: 2.486e-01, eta: 1 day, 16:39:32, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9340, loss: 2.9340, grad_norm: 1.3495 2020-08-01 21:04:55,696 - mmaction - INFO - Epoch [109][200/940] lr: 2.486e-01, eta: 1 day, 16:39:11, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6035, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.3564 2020-08-01 21:05:17,002 - mmaction - INFO - Epoch [109][220/940] lr: 2.486e-01, eta: 1 day, 16:38:50, time: 1.062, data_time: 0.004, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6014, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.3565 2020-08-01 21:05:37,776 - mmaction - INFO - Epoch [109][240/940] lr: 2.486e-01, eta: 1 day, 16:38:29, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6135, loss_cls: 2.9178, loss: 2.9178, grad_norm: 1.3341 2020-08-01 21:05:59,292 - mmaction - INFO - Epoch [109][260/940] lr: 2.486e-01, eta: 1 day, 16:38:08, time: 1.074, data_time: 0.002, memory: 6199, top1_acc: 0.3541, top5_acc: 0.5979, loss_cls: 2.9831, loss: 2.9831, grad_norm: 1.3705 2020-08-01 21:06:21,302 - mmaction - INFO - Epoch [109][280/940] lr: 2.486e-01, eta: 1 day, 16:37:49, time: 1.099, data_time: 0.006, memory: 6199, top1_acc: 0.3580, top5_acc: 0.6023, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.3078 2020-08-01 21:06:42,286 - mmaction - INFO - Epoch [109][300/940] lr: 2.486e-01, eta: 1 day, 16:37:27, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6096, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.3354 2020-08-01 21:07:02,697 - mmaction - INFO - Epoch [109][320/940] lr: 2.486e-01, eta: 1 day, 16:37:05, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3424, top5_acc: 0.6090, loss_cls: 2.9767, loss: 2.9767, grad_norm: 1.3539 2020-08-01 21:07:23,977 - mmaction - INFO - Epoch [109][340/940] lr: 2.486e-01, eta: 1 day, 16:36:45, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6006, loss_cls: 2.9869, loss: 2.9869, grad_norm: 1.3358 2020-08-01 21:07:45,126 - mmaction - INFO - Epoch [109][360/940] lr: 2.486e-01, eta: 1 day, 16:36:24, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.9180, loss: 2.9180, grad_norm: 1.3361 2020-08-01 21:08:06,157 - mmaction - INFO - Epoch [109][380/940] lr: 2.486e-01, eta: 1 day, 16:36:02, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6041, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.3621 2020-08-01 21:08:27,723 - mmaction - INFO - Epoch [109][400/940] lr: 2.486e-01, eta: 1 day, 16:35:42, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.3486, top5_acc: 0.6062, loss_cls: 2.9819, loss: 2.9819, grad_norm: 1.3442 2020-08-01 21:08:48,792 - mmaction - INFO - Epoch [109][420/940] lr: 2.486e-01, eta: 1 day, 16:35:21, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.3504, top5_acc: 0.5998, loss_cls: 2.9855, loss: 2.9855, grad_norm: 1.3171 2020-08-01 21:09:09,418 - mmaction - INFO - Epoch [109][440/940] lr: 2.486e-01, eta: 1 day, 16:34:59, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3492, top5_acc: 0.5980, loss_cls: 2.9586, loss: 2.9586, grad_norm: 1.3248 2020-08-01 21:09:30,871 - mmaction - INFO - Epoch [109][460/940] lr: 2.486e-01, eta: 1 day, 16:34:39, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6037, loss_cls: 2.9862, loss: 2.9862, grad_norm: 1.3391 2020-08-01 21:09:52,087 - mmaction - INFO - Epoch [109][480/940] lr: 2.486e-01, eta: 1 day, 16:34:18, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3490, top5_acc: 0.5947, loss_cls: 3.0032, loss: 3.0032, grad_norm: 1.3291 2020-08-01 21:10:12,217 - mmaction - INFO - Epoch [109][500/940] lr: 2.486e-01, eta: 1 day, 16:33:56, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6004, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.3452 2020-08-01 21:10:32,426 - mmaction - INFO - Epoch [109][520/940] lr: 2.486e-01, eta: 1 day, 16:33:33, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6014, loss_cls: 2.9510, loss: 2.9510, grad_norm: 1.3735 2020-08-01 21:10:54,324 - mmaction - INFO - Epoch [109][540/940] lr: 2.486e-01, eta: 1 day, 16:33:13, time: 1.095, data_time: 0.008, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6002, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.3434 2020-08-01 21:11:15,862 - mmaction - INFO - Epoch [109][560/940] lr: 2.486e-01, eta: 1 day, 16:32:53, time: 1.077, data_time: 0.009, memory: 6199, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9536, loss: 2.9536, grad_norm: 1.3299 2020-08-01 21:11:37,270 - mmaction - INFO - Epoch [109][580/940] lr: 2.486e-01, eta: 1 day, 16:32:32, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6098, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.3578 2020-08-01 21:11:57,705 - mmaction - INFO - Epoch [109][600/940] lr: 2.486e-01, eta: 1 day, 16:32:10, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3416, top5_acc: 0.6031, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.3533 2020-08-01 21:12:19,311 - mmaction - INFO - Epoch [109][620/940] lr: 2.486e-01, eta: 1 day, 16:31:50, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9624, loss: 2.9624, grad_norm: 1.3347 2020-08-01 21:12:40,308 - mmaction - INFO - Epoch [109][640/940] lr: 2.486e-01, eta: 1 day, 16:31:29, time: 1.049, data_time: 0.004, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5936, loss_cls: 3.0288, loss: 3.0288, grad_norm: 1.3560 2020-08-01 21:13:02,504 - mmaction - INFO - Epoch [109][660/940] lr: 2.486e-01, eta: 1 day, 16:31:09, time: 1.112, data_time: 0.008, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6207, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.3152 2020-08-01 21:13:23,146 - mmaction - INFO - Epoch [109][680/940] lr: 2.486e-01, eta: 1 day, 16:30:48, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3512, top5_acc: 0.5910, loss_cls: 3.0061, loss: 3.0061, grad_norm: 1.3340 2020-08-01 21:13:43,837 - mmaction - INFO - Epoch [109][700/940] lr: 2.486e-01, eta: 1 day, 16:30:26, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3338, top5_acc: 0.5879, loss_cls: 3.0744, loss: 3.0744, grad_norm: 1.3351 2020-08-01 21:14:05,955 - mmaction - INFO - Epoch [109][720/940] lr: 2.486e-01, eta: 1 day, 16:30:06, time: 1.105, data_time: 0.007, memory: 6199, top1_acc: 0.3502, top5_acc: 0.6000, loss_cls: 2.9507, loss: 2.9507, grad_norm: 1.3327 2020-08-01 21:14:26,531 - mmaction - INFO - Epoch [109][740/940] lr: 2.486e-01, eta: 1 day, 16:29:45, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5918, loss_cls: 3.0169, loss: 3.0169, grad_norm: 1.3134 2020-08-01 21:14:47,439 - mmaction - INFO - Epoch [109][760/940] lr: 2.486e-01, eta: 1 day, 16:29:24, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3514, top5_acc: 0.6029, loss_cls: 2.9524, loss: 2.9524, grad_norm: 1.3430 2020-08-01 21:15:08,974 - mmaction - INFO - Epoch [109][780/940] lr: 2.486e-01, eta: 1 day, 16:29:03, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.3432, top5_acc: 0.6023, loss_cls: 2.9770, loss: 2.9770, grad_norm: 1.3315 2020-08-01 21:15:29,878 - mmaction - INFO - Epoch [109][800/940] lr: 2.486e-01, eta: 1 day, 16:28:42, time: 1.042, data_time: 0.002, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5994, loss_cls: 2.9902, loss: 2.9902, grad_norm: 1.3099 2020-08-01 21:15:51,229 - mmaction - INFO - Epoch [109][820/940] lr: 2.486e-01, eta: 1 day, 16:28:21, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6148, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.3264 2020-08-01 21:16:11,719 - mmaction - INFO - Epoch [109][840/940] lr: 2.486e-01, eta: 1 day, 16:27:59, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5961, loss_cls: 2.9606, loss: 2.9606, grad_norm: 1.3422 2020-08-01 21:16:32,720 - mmaction - INFO - Epoch [109][860/940] lr: 2.486e-01, eta: 1 day, 16:27:38, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6193, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.3570 2020-08-01 21:16:53,827 - mmaction - INFO - Epoch [109][880/940] lr: 2.486e-01, eta: 1 day, 16:27:17, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6049, loss_cls: 2.9404, loss: 2.9404, grad_norm: 1.3446 2020-08-01 21:17:13,869 - mmaction - INFO - Epoch [109][900/940] lr: 2.486e-01, eta: 1 day, 16:26:55, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3436, top5_acc: 0.5973, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.3249 2020-08-01 21:17:34,701 - mmaction - INFO - Epoch [109][920/940] lr: 2.486e-01, eta: 1 day, 16:26:33, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3510, top5_acc: 0.6012, loss_cls: 2.9635, loss: 2.9635, grad_norm: 1.3520 2020-08-01 21:17:53,911 - mmaction - INFO - Epoch [109][940/940] lr: 2.486e-01, eta: 1 day, 16:26:10, time: 0.961, data_time: 0.007, memory: 6199, top1_acc: 0.3462, top5_acc: 0.5887, loss_cls: 3.0267, loss: 3.0267, grad_norm: 1.3392 2020-08-01 21:18:24,559 - mmaction - INFO - Epoch [110][20/940] lr: 2.462e-01, eta: 1 day, 16:26:01, time: 1.519, data_time: 0.472, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6076, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.3445 2020-08-01 21:18:45,954 - mmaction - INFO - Epoch [110][40/940] lr: 2.462e-01, eta: 1 day, 16:25:40, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3410, top5_acc: 0.6055, loss_cls: 2.9662, loss: 2.9662, grad_norm: 1.3285 2020-08-01 21:19:06,648 - mmaction - INFO - Epoch [110][60/940] lr: 2.462e-01, eta: 1 day, 16:25:19, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6100, loss_cls: 2.9283, loss: 2.9283, grad_norm: 1.3111 2020-08-01 21:19:28,110 - mmaction - INFO - Epoch [110][80/940] lr: 2.462e-01, eta: 1 day, 16:24:58, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6104, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.3424 2020-08-01 21:19:48,399 - mmaction - INFO - Epoch [110][100/940] lr: 2.462e-01, eta: 1 day, 16:24:36, time: 1.014, data_time: 0.002, memory: 6199, top1_acc: 0.3498, top5_acc: 0.6072, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.3410 2020-08-01 21:20:09,917 - mmaction - INFO - Epoch [110][120/940] lr: 2.462e-01, eta: 1 day, 16:24:16, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6098, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.3386 2020-08-01 21:20:30,454 - mmaction - INFO - Epoch [110][140/940] lr: 2.462e-01, eta: 1 day, 16:23:54, time: 1.027, data_time: 0.002, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6076, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.3418 2020-08-01 21:20:52,671 - mmaction - INFO - Epoch [110][160/940] lr: 2.462e-01, eta: 1 day, 16:23:34, time: 1.107, data_time: 0.004, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6082, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.3344 2020-08-01 21:21:13,534 - mmaction - INFO - Epoch [110][180/940] lr: 2.462e-01, eta: 1 day, 16:23:13, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6121, loss_cls: 2.9196, loss: 2.9196, grad_norm: 1.3443 2020-08-01 21:21:34,982 - mmaction - INFO - Epoch [110][200/940] lr: 2.462e-01, eta: 1 day, 16:22:52, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5908, loss_cls: 3.0108, loss: 3.0108, grad_norm: 1.3451 2020-08-01 21:21:55,225 - mmaction - INFO - Epoch [110][220/940] lr: 2.462e-01, eta: 1 day, 16:22:30, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3518, top5_acc: 0.6088, loss_cls: 2.9594, loss: 2.9594, grad_norm: 1.3381 2020-08-01 21:22:17,351 - mmaction - INFO - Epoch [110][240/940] lr: 2.462e-01, eta: 1 day, 16:22:11, time: 1.107, data_time: 0.004, memory: 6199, top1_acc: 0.3408, top5_acc: 0.6014, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.3399 2020-08-01 21:22:37,974 - mmaction - INFO - Epoch [110][260/940] lr: 2.462e-01, eta: 1 day, 16:21:49, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6076, loss_cls: 2.9301, loss: 2.9301, grad_norm: 1.3604 2020-08-01 21:22:58,705 - mmaction - INFO - Epoch [110][280/940] lr: 2.462e-01, eta: 1 day, 16:21:27, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3434, top5_acc: 0.6008, loss_cls: 2.9995, loss: 2.9995, grad_norm: 1.3474 2020-08-01 21:23:20,191 - mmaction - INFO - Epoch [110][300/940] lr: 2.462e-01, eta: 1 day, 16:21:07, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.3619, top5_acc: 0.6055, loss_cls: 2.9336, loss: 2.9336, grad_norm: 1.3339 2020-08-01 21:23:40,709 - mmaction - INFO - Epoch [110][320/940] lr: 2.462e-01, eta: 1 day, 16:20:45, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5988, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.3590 2020-08-01 21:24:02,364 - mmaction - INFO - Epoch [110][340/940] lr: 2.462e-01, eta: 1 day, 16:20:25, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6029, loss_cls: 2.9573, loss: 2.9573, grad_norm: 1.3482 2020-08-01 21:24:23,686 - mmaction - INFO - Epoch [110][360/940] lr: 2.462e-01, eta: 1 day, 16:20:04, time: 1.071, data_time: 0.009, memory: 6199, top1_acc: 0.3510, top5_acc: 0.6039, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3498 2020-08-01 21:24:44,335 - mmaction - INFO - Epoch [110][380/940] lr: 2.462e-01, eta: 1 day, 16:19:42, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3502, top5_acc: 0.6010, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.3584 2020-08-01 21:25:05,613 - mmaction - INFO - Epoch [110][400/940] lr: 2.462e-01, eta: 1 day, 16:19:22, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3605, top5_acc: 0.6086, loss_cls: 2.9314, loss: 2.9314, grad_norm: 1.3565 2020-08-01 21:25:26,826 - mmaction - INFO - Epoch [110][420/940] lr: 2.462e-01, eta: 1 day, 16:19:01, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6129, loss_cls: 2.9257, loss: 2.9257, grad_norm: 1.3447 2020-08-01 21:25:47,095 - mmaction - INFO - Epoch [110][440/940] lr: 2.462e-01, eta: 1 day, 16:18:39, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6066, loss_cls: 2.9226, loss: 2.9226, grad_norm: 1.3541 2020-08-01 21:26:07,847 - mmaction - INFO - Epoch [110][460/940] lr: 2.462e-01, eta: 1 day, 16:18:17, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.3422, top5_acc: 0.5994, loss_cls: 2.9903, loss: 2.9903, grad_norm: 1.3651 2020-08-01 21:26:29,492 - mmaction - INFO - Epoch [110][480/940] lr: 2.462e-01, eta: 1 day, 16:17:57, time: 1.083, data_time: 0.003, memory: 6199, top1_acc: 0.3563, top5_acc: 0.6014, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.3415 2020-08-01 21:26:51,059 - mmaction - INFO - Epoch [110][500/940] lr: 2.462e-01, eta: 1 day, 16:17:36, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 3.0017, loss: 3.0017, grad_norm: 1.3564 2020-08-01 21:27:11,630 - mmaction - INFO - Epoch [110][520/940] lr: 2.462e-01, eta: 1 day, 16:17:15, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6113, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.3343 2020-08-01 21:27:32,012 - mmaction - INFO - Epoch [110][540/940] lr: 2.462e-01, eta: 1 day, 16:16:53, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3564, top5_acc: 0.5973, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.3357 2020-08-01 21:27:53,074 - mmaction - INFO - Epoch [110][560/940] lr: 2.462e-01, eta: 1 day, 16:16:32, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9919, loss: 2.9919, grad_norm: 1.3284 2020-08-01 21:28:15,471 - mmaction - INFO - Epoch [110][580/940] lr: 2.462e-01, eta: 1 day, 16:16:12, time: 1.116, data_time: 0.008, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6088, loss_cls: 2.9294, loss: 2.9294, grad_norm: 1.3368 2020-08-01 21:28:35,669 - mmaction - INFO - Epoch [110][600/940] lr: 2.462e-01, eta: 1 day, 16:15:50, time: 1.015, data_time: 0.014, memory: 6199, top1_acc: 0.3605, top5_acc: 0.6145, loss_cls: 2.9279, loss: 2.9279, grad_norm: 1.3647 2020-08-01 21:28:57,562 - mmaction - INFO - Epoch [110][620/940] lr: 2.462e-01, eta: 1 day, 16:15:30, time: 1.094, data_time: 0.009, memory: 6199, top1_acc: 0.3500, top5_acc: 0.6111, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.3450 2020-08-01 21:29:18,470 - mmaction - INFO - Epoch [110][640/940] lr: 2.462e-01, eta: 1 day, 16:15:09, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6031, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.3625 2020-08-01 21:29:40,649 - mmaction - INFO - Epoch [110][660/940] lr: 2.462e-01, eta: 1 day, 16:14:49, time: 1.108, data_time: 0.007, memory: 6199, top1_acc: 0.3467, top5_acc: 0.5975, loss_cls: 2.9972, loss: 2.9972, grad_norm: 1.3293 2020-08-01 21:30:02,062 - mmaction - INFO - Epoch [110][680/940] lr: 2.462e-01, eta: 1 day, 16:14:29, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6084, loss_cls: 2.9313, loss: 2.9313, grad_norm: 1.3259 2020-08-01 21:30:21,825 - mmaction - INFO - Epoch [110][700/940] lr: 2.462e-01, eta: 1 day, 16:14:06, time: 0.984, data_time: 0.005, memory: 6199, top1_acc: 0.3631, top5_acc: 0.6078, loss_cls: 2.9012, loss: 2.9012, grad_norm: 1.3273 2020-08-01 21:30:43,360 - mmaction - INFO - Epoch [110][720/940] lr: 2.462e-01, eta: 1 day, 16:13:45, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.3490, top5_acc: 0.6041, loss_cls: 2.9350, loss: 2.9350, grad_norm: 1.3201 2020-08-01 21:31:04,237 - mmaction - INFO - Epoch [110][740/940] lr: 2.462e-01, eta: 1 day, 16:13:24, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6113, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.3477 2020-08-01 21:31:25,981 - mmaction - INFO - Epoch [110][760/940] lr: 2.462e-01, eta: 1 day, 16:13:04, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6049, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.3412 2020-08-01 21:31:47,244 - mmaction - INFO - Epoch [110][780/940] lr: 2.462e-01, eta: 1 day, 16:12:43, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3506, top5_acc: 0.5990, loss_cls: 2.9827, loss: 2.9827, grad_norm: 1.3482 2020-08-01 21:32:08,914 - mmaction - INFO - Epoch [110][800/940] lr: 2.462e-01, eta: 1 day, 16:12:23, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.3494, top5_acc: 0.5936, loss_cls: 2.9891, loss: 2.9891, grad_norm: 1.3592 2020-08-01 21:32:30,573 - mmaction - INFO - Epoch [110][820/940] lr: 2.462e-01, eta: 1 day, 16:12:02, time: 1.085, data_time: 0.010, memory: 6199, top1_acc: 0.3467, top5_acc: 0.5930, loss_cls: 3.0237, loss: 3.0237, grad_norm: 1.3557 2020-08-01 21:32:51,717 - mmaction - INFO - Epoch [110][840/940] lr: 2.462e-01, eta: 1 day, 16:11:41, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3494, top5_acc: 0.6055, loss_cls: 2.9428, loss: 2.9428, grad_norm: 1.3133 2020-08-01 21:33:13,642 - mmaction - INFO - Epoch [110][860/940] lr: 2.462e-01, eta: 1 day, 16:11:21, time: 1.101, data_time: 0.008, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6008, loss_cls: 2.9659, loss: 2.9659, grad_norm: 1.3313 2020-08-01 21:33:34,708 - mmaction - INFO - Epoch [110][880/940] lr: 2.462e-01, eta: 1 day, 16:11:00, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.3529, top5_acc: 0.5912, loss_cls: 2.9596, loss: 2.9596, grad_norm: 1.3481 2020-08-01 21:33:55,625 - mmaction - INFO - Epoch [110][900/940] lr: 2.462e-01, eta: 1 day, 16:10:39, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6172, loss_cls: 2.9212, loss: 2.9212, grad_norm: 1.3550 2020-08-01 21:34:17,110 - mmaction - INFO - Epoch [110][920/940] lr: 2.462e-01, eta: 1 day, 16:10:18, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5900, loss_cls: 3.0039, loss: 3.0039, grad_norm: 1.3318 2020-08-01 21:34:37,892 - mmaction - INFO - Epoch [110][940/940] lr: 2.462e-01, eta: 1 day, 16:09:57, time: 1.044, data_time: 0.009, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6126, loss_cls: 2.9371, loss: 2.9371, grad_norm: 1.3506 2020-08-01 21:35:08,395 - mmaction - INFO - Epoch [111][20/940] lr: 2.438e-01, eta: 1 day, 16:09:48, time: 1.504, data_time: 0.495, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6100, loss_cls: 2.9168, loss: 2.9168, grad_norm: 1.3544 2020-08-01 21:35:28,698 - mmaction - INFO - Epoch [111][40/940] lr: 2.438e-01, eta: 1 day, 16:09:26, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.3365, top5_acc: 0.5920, loss_cls: 2.9996, loss: 2.9996, grad_norm: 1.3551 2020-08-01 21:35:49,685 - mmaction - INFO - Epoch [111][60/940] lr: 2.438e-01, eta: 1 day, 16:09:05, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6031, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.3406 2020-08-01 21:36:11,394 - mmaction - INFO - Epoch [111][80/940] lr: 2.438e-01, eta: 1 day, 16:08:45, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6055, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.3598 2020-08-01 21:36:31,388 - mmaction - INFO - Epoch [111][100/940] lr: 2.438e-01, eta: 1 day, 16:08:22, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.3561, top5_acc: 0.6012, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.3599 2020-08-01 21:36:53,098 - mmaction - INFO - Epoch [111][120/940] lr: 2.438e-01, eta: 1 day, 16:08:02, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.3520, top5_acc: 0.5955, loss_cls: 2.9812, loss: 2.9812, grad_norm: 1.3559 2020-08-01 21:37:14,827 - mmaction - INFO - Epoch [111][140/940] lr: 2.438e-01, eta: 1 day, 16:07:42, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3506, top5_acc: 0.6154, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.3608 2020-08-01 21:37:35,571 - mmaction - INFO - Epoch [111][160/940] lr: 2.438e-01, eta: 1 day, 16:07:20, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6039, loss_cls: 2.9069, loss: 2.9069, grad_norm: 1.3392 2020-08-01 21:37:56,766 - mmaction - INFO - Epoch [111][180/940] lr: 2.438e-01, eta: 1 day, 16:06:59, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6105, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.3522 2020-08-01 21:38:17,856 - mmaction - INFO - Epoch [111][200/940] lr: 2.438e-01, eta: 1 day, 16:06:38, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6123, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.3182 2020-08-01 21:38:39,036 - mmaction - INFO - Epoch [111][220/940] lr: 2.438e-01, eta: 1 day, 16:06:17, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3639, top5_acc: 0.6230, loss_cls: 2.8877, loss: 2.8877, grad_norm: 1.3573 2020-08-01 21:38:59,926 - mmaction - INFO - Epoch [111][240/940] lr: 2.438e-01, eta: 1 day, 16:05:56, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.3525 2020-08-01 21:39:21,650 - mmaction - INFO - Epoch [111][260/940] lr: 2.438e-01, eta: 1 day, 16:05:36, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3428, top5_acc: 0.5986, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.3331 2020-08-01 21:39:42,049 - mmaction - INFO - Epoch [111][280/940] lr: 2.438e-01, eta: 1 day, 16:05:14, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6059, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.3490 2020-08-01 21:40:03,557 - mmaction - INFO - Epoch [111][300/940] lr: 2.438e-01, eta: 1 day, 16:04:53, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3518, top5_acc: 0.6092, loss_cls: 2.9305, loss: 2.9305, grad_norm: 1.3508 2020-08-01 21:40:23,983 - mmaction - INFO - Epoch [111][320/940] lr: 2.438e-01, eta: 1 day, 16:04:31, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.3561, top5_acc: 0.6115, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.3822 2020-08-01 21:40:45,240 - mmaction - INFO - Epoch [111][340/940] lr: 2.438e-01, eta: 1 day, 16:04:10, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3518, top5_acc: 0.6104, loss_cls: 2.9454, loss: 2.9454, grad_norm: 1.3638 2020-08-01 21:41:05,438 - mmaction - INFO - Epoch [111][360/940] lr: 2.438e-01, eta: 1 day, 16:03:48, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.3701 2020-08-01 21:41:27,941 - mmaction - INFO - Epoch [111][380/940] lr: 2.438e-01, eta: 1 day, 16:03:29, time: 1.123, data_time: 0.007, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6029, loss_cls: 2.9672, loss: 2.9672, grad_norm: 1.3568 2020-08-01 21:41:48,522 - mmaction - INFO - Epoch [111][400/940] lr: 2.438e-01, eta: 1 day, 16:03:07, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6088, loss_cls: 2.9705, loss: 2.9705, grad_norm: 1.3209 2020-08-01 21:42:10,136 - mmaction - INFO - Epoch [111][420/940] lr: 2.438e-01, eta: 1 day, 16:02:47, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6049, loss_cls: 2.9629, loss: 2.9629, grad_norm: 1.3447 2020-08-01 21:42:30,990 - mmaction - INFO - Epoch [111][440/940] lr: 2.438e-01, eta: 1 day, 16:02:26, time: 1.043, data_time: 0.004, memory: 6199, top1_acc: 0.3521, top5_acc: 0.6115, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.3378 2020-08-01 21:42:51,620 - mmaction - INFO - Epoch [111][460/940] lr: 2.438e-01, eta: 1 day, 16:02:04, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3504, top5_acc: 0.5988, loss_cls: 2.9546, loss: 2.9546, grad_norm: 1.3706 2020-08-01 21:43:11,853 - mmaction - INFO - Epoch [111][480/940] lr: 2.438e-01, eta: 1 day, 16:01:42, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6137, loss_cls: 2.9293, loss: 2.9293, grad_norm: 1.3493 2020-08-01 21:43:33,599 - mmaction - INFO - Epoch [111][500/940] lr: 2.438e-01, eta: 1 day, 16:01:22, time: 1.087, data_time: 0.006, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6119, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.3372 2020-08-01 21:43:54,543 - mmaction - INFO - Epoch [111][520/940] lr: 2.438e-01, eta: 1 day, 16:01:00, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.9445, loss: 2.9445, grad_norm: 1.3918 2020-08-01 21:44:15,440 - mmaction - INFO - Epoch [111][540/940] lr: 2.438e-01, eta: 1 day, 16:00:39, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3496, top5_acc: 0.5977, loss_cls: 2.9916, loss: 2.9916, grad_norm: 1.3421 2020-08-01 21:44:36,494 - mmaction - INFO - Epoch [111][560/940] lr: 2.438e-01, eta: 1 day, 16:00:18, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6043, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.3538 2020-08-01 21:44:58,223 - mmaction - INFO - Epoch [111][580/940] lr: 2.438e-01, eta: 1 day, 15:59:58, time: 1.092, data_time: 0.009, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6252, loss_cls: 2.8795, loss: 2.8795, grad_norm: 1.3429 2020-08-01 21:45:18,927 - mmaction - INFO - Epoch [111][600/940] lr: 2.438e-01, eta: 1 day, 15:59:36, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.3451, top5_acc: 0.6025, loss_cls: 2.9565, loss: 2.9565, grad_norm: 1.3685 2020-08-01 21:45:40,733 - mmaction - INFO - Epoch [111][620/940] lr: 2.438e-01, eta: 1 day, 15:59:16, time: 1.092, data_time: 0.005, memory: 6199, top1_acc: 0.3416, top5_acc: 0.5982, loss_cls: 2.9759, loss: 2.9759, grad_norm: 1.3594 2020-08-01 21:46:01,178 - mmaction - INFO - Epoch [111][640/940] lr: 2.438e-01, eta: 1 day, 15:58:54, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.3486, top5_acc: 0.6195, loss_cls: 2.9144, loss: 2.9144, grad_norm: 1.3674 2020-08-01 21:46:21,859 - mmaction - INFO - Epoch [111][660/940] lr: 2.438e-01, eta: 1 day, 15:58:33, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6105, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.3421 2020-08-01 21:46:43,446 - mmaction - INFO - Epoch [111][680/940] lr: 2.438e-01, eta: 1 day, 15:58:12, time: 1.077, data_time: 0.005, memory: 6199, top1_acc: 0.3469, top5_acc: 0.5971, loss_cls: 3.0033, loss: 3.0033, grad_norm: 1.3377 2020-08-01 21:47:04,588 - mmaction - INFO - Epoch [111][700/940] lr: 2.438e-01, eta: 1 day, 15:57:51, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6043, loss_cls: 2.9170, loss: 2.9170, grad_norm: 1.3215 2020-08-01 21:47:24,777 - mmaction - INFO - Epoch [111][720/940] lr: 2.438e-01, eta: 1 day, 15:57:29, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6059, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.3664 2020-08-01 21:47:44,565 - mmaction - INFO - Epoch [111][740/940] lr: 2.438e-01, eta: 1 day, 15:57:06, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3498, top5_acc: 0.6068, loss_cls: 2.9608, loss: 2.9608, grad_norm: 1.3470 2020-08-01 21:48:06,307 - mmaction - INFO - Epoch [111][760/940] lr: 2.438e-01, eta: 1 day, 15:56:46, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.5990, loss_cls: 2.9554, loss: 2.9554, grad_norm: 1.3420 2020-08-01 21:48:27,693 - mmaction - INFO - Epoch [111][780/940] lr: 2.438e-01, eta: 1 day, 15:56:25, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3537, top5_acc: 0.5984, loss_cls: 2.9727, loss: 2.9727, grad_norm: 1.3503 2020-08-01 21:48:47,985 - mmaction - INFO - Epoch [111][800/940] lr: 2.438e-01, eta: 1 day, 15:56:03, time: 1.012, data_time: 0.003, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6041, loss_cls: 2.9302, loss: 2.9302, grad_norm: 1.3327 2020-08-01 21:49:08,911 - mmaction - INFO - Epoch [111][820/940] lr: 2.438e-01, eta: 1 day, 15:55:42, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3445, top5_acc: 0.6031, loss_cls: 2.9801, loss: 2.9801, grad_norm: 1.3437 2020-08-01 21:49:29,376 - mmaction - INFO - Epoch [111][840/940] lr: 2.438e-01, eta: 1 day, 15:55:20, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.3615, top5_acc: 0.6055, loss_cls: 2.9276, loss: 2.9276, grad_norm: 1.3541 2020-08-01 21:49:51,762 - mmaction - INFO - Epoch [111][860/940] lr: 2.438e-01, eta: 1 day, 15:55:01, time: 1.119, data_time: 0.005, memory: 6199, top1_acc: 0.3383, top5_acc: 0.5975, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.3920 2020-08-01 21:50:13,047 - mmaction - INFO - Epoch [111][880/940] lr: 2.438e-01, eta: 1 day, 15:54:40, time: 1.062, data_time: 0.009, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6088, loss_cls: 2.9317, loss: 2.9317, grad_norm: 1.3361 2020-08-01 21:50:33,542 - mmaction - INFO - Epoch [111][900/940] lr: 2.438e-01, eta: 1 day, 15:54:18, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3531, top5_acc: 0.5986, loss_cls: 2.9693, loss: 2.9693, grad_norm: 1.3263 2020-08-01 21:50:55,626 - mmaction - INFO - Epoch [111][920/940] lr: 2.438e-01, eta: 1 day, 15:53:58, time: 1.106, data_time: 0.007, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6027, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.3359 2020-08-01 21:51:15,526 - mmaction - INFO - Epoch [111][940/940] lr: 2.438e-01, eta: 1 day, 15:53:36, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6059, loss_cls: 2.9545, loss: 2.9545, grad_norm: 1.3605 2020-08-01 21:51:46,086 - mmaction - INFO - Epoch [112][20/940] lr: 2.414e-01, eta: 1 day, 15:53:26, time: 1.506, data_time: 0.463, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8711, loss: 2.8711, grad_norm: 1.3631 2020-08-01 21:52:05,871 - mmaction - INFO - Epoch [112][40/940] lr: 2.414e-01, eta: 1 day, 15:53:04, time: 0.988, data_time: 0.009, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6168, loss_cls: 2.9140, loss: 2.9140, grad_norm: 1.3639 2020-08-01 21:52:26,968 - mmaction - INFO - Epoch [112][60/940] lr: 2.414e-01, eta: 1 day, 15:52:43, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3494, top5_acc: 0.6057, loss_cls: 2.9841, loss: 2.9841, grad_norm: 1.3385 2020-08-01 21:52:47,043 - mmaction - INFO - Epoch [112][80/940] lr: 2.414e-01, eta: 1 day, 15:52:20, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5977, loss_cls: 2.9785, loss: 2.9785, grad_norm: 1.3543 2020-08-01 21:53:07,740 - mmaction - INFO - Epoch [112][100/940] lr: 2.414e-01, eta: 1 day, 15:51:59, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6066, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.3512 2020-08-01 21:53:28,645 - mmaction - INFO - Epoch [112][120/940] lr: 2.414e-01, eta: 1 day, 15:51:37, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6076, loss_cls: 2.9379, loss: 2.9379, grad_norm: 1.3756 2020-08-01 21:53:50,151 - mmaction - INFO - Epoch [112][140/940] lr: 2.414e-01, eta: 1 day, 15:51:17, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.3396 2020-08-01 21:54:10,746 - mmaction - INFO - Epoch [112][160/940] lr: 2.414e-01, eta: 1 day, 15:50:55, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3410, top5_acc: 0.5988, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.3729 2020-08-01 21:54:30,822 - mmaction - INFO - Epoch [112][180/940] lr: 2.414e-01, eta: 1 day, 15:50:33, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3584, top5_acc: 0.5975, loss_cls: 2.9529, loss: 2.9529, grad_norm: 1.3429 2020-08-01 21:54:52,197 - mmaction - INFO - Epoch [112][200/940] lr: 2.414e-01, eta: 1 day, 15:50:12, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.3631, top5_acc: 0.6094, loss_cls: 2.9084, loss: 2.9084, grad_norm: 1.3569 2020-08-01 21:55:12,786 - mmaction - INFO - Epoch [112][220/940] lr: 2.414e-01, eta: 1 day, 15:49:50, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.3498, top5_acc: 0.6037, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3710 2020-08-01 21:55:33,918 - mmaction - INFO - Epoch [112][240/940] lr: 2.414e-01, eta: 1 day, 15:49:29, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6123, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.3634 2020-08-01 21:55:55,080 - mmaction - INFO - Epoch [112][260/940] lr: 2.414e-01, eta: 1 day, 15:49:08, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.3512, top5_acc: 0.6002, loss_cls: 2.9656, loss: 2.9656, grad_norm: 1.3319 2020-08-01 21:56:15,165 - mmaction - INFO - Epoch [112][280/940] lr: 2.414e-01, eta: 1 day, 15:48:46, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6154, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.3557 2020-08-01 21:56:35,964 - mmaction - INFO - Epoch [112][300/940] lr: 2.414e-01, eta: 1 day, 15:48:25, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6141, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.3561 2020-08-01 21:56:56,823 - mmaction - INFO - Epoch [112][320/940] lr: 2.414e-01, eta: 1 day, 15:48:03, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.3506, top5_acc: 0.6000, loss_cls: 2.9852, loss: 2.9852, grad_norm: 1.3536 2020-08-01 21:57:16,989 - mmaction - INFO - Epoch [112][340/940] lr: 2.414e-01, eta: 1 day, 15:47:41, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.3510, top5_acc: 0.6100, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.3435 2020-08-01 21:57:38,162 - mmaction - INFO - Epoch [112][360/940] lr: 2.414e-01, eta: 1 day, 15:47:20, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3473, top5_acc: 0.5973, loss_cls: 2.9532, loss: 2.9532, grad_norm: 1.3651 2020-08-01 21:57:59,559 - mmaction - INFO - Epoch [112][380/940] lr: 2.414e-01, eta: 1 day, 15:46:59, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6141, loss_cls: 2.9504, loss: 2.9504, grad_norm: 1.3628 2020-08-01 21:58:21,035 - mmaction - INFO - Epoch [112][400/940] lr: 2.414e-01, eta: 1 day, 15:46:39, time: 1.068, data_time: 0.002, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6078, loss_cls: 2.9306, loss: 2.9306, grad_norm: 1.3339 2020-08-01 21:58:41,689 - mmaction - INFO - Epoch [112][420/940] lr: 2.414e-01, eta: 1 day, 15:46:17, time: 1.036, data_time: 0.012, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6080, loss_cls: 2.9506, loss: 2.9506, grad_norm: 1.3624 2020-08-01 21:59:02,554 - mmaction - INFO - Epoch [112][440/940] lr: 2.414e-01, eta: 1 day, 15:45:56, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6057, loss_cls: 2.9288, loss: 2.9288, grad_norm: 1.3618 2020-08-01 21:59:24,128 - mmaction - INFO - Epoch [112][460/940] lr: 2.414e-01, eta: 1 day, 15:45:35, time: 1.081, data_time: 0.009, memory: 6199, top1_acc: 0.3594, top5_acc: 0.5996, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.3594 2020-08-01 21:59:45,478 - mmaction - INFO - Epoch [112][480/940] lr: 2.414e-01, eta: 1 day, 15:45:15, time: 1.066, data_time: 0.005, memory: 6199, top1_acc: 0.3574, top5_acc: 0.6098, loss_cls: 2.9284, loss: 2.9284, grad_norm: 1.3579 2020-08-01 22:00:11,025 - mmaction - INFO - Epoch [112][500/940] lr: 2.414e-01, eta: 1 day, 15:44:59, time: 1.270, data_time: 0.008, memory: 6199, top1_acc: 0.3615, top5_acc: 0.6137, loss_cls: 2.9071, loss: 2.9071, grad_norm: 1.3729 2020-08-01 22:00:31,392 - mmaction - INFO - Epoch [112][520/940] lr: 2.414e-01, eta: 1 day, 15:44:38, time: 1.028, data_time: 0.020, memory: 6199, top1_acc: 0.3482, top5_acc: 0.5996, loss_cls: 2.9758, loss: 2.9758, grad_norm: 1.3488 2020-08-01 22:00:53,060 - mmaction - INFO - Epoch [112][540/940] lr: 2.414e-01, eta: 1 day, 15:44:17, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6119, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.3499 2020-08-01 22:01:14,426 - mmaction - INFO - Epoch [112][560/940] lr: 2.414e-01, eta: 1 day, 15:43:57, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6098, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.3766 2020-08-01 22:01:34,612 - mmaction - INFO - Epoch [112][580/940] lr: 2.414e-01, eta: 1 day, 15:43:34, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.3422, top5_acc: 0.6082, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.3889 2020-08-01 22:01:55,314 - mmaction - INFO - Epoch [112][600/940] lr: 2.414e-01, eta: 1 day, 15:43:13, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6059, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.3470 2020-08-01 22:02:17,491 - mmaction - INFO - Epoch [112][620/940] lr: 2.414e-01, eta: 1 day, 15:42:53, time: 1.108, data_time: 0.005, memory: 6199, top1_acc: 0.3400, top5_acc: 0.5975, loss_cls: 3.0166, loss: 3.0166, grad_norm: 1.3697 2020-08-01 22:02:38,344 - mmaction - INFO - Epoch [112][640/940] lr: 2.414e-01, eta: 1 day, 15:42:32, time: 1.044, data_time: 0.010, memory: 6199, top1_acc: 0.3467, top5_acc: 0.5986, loss_cls: 2.9701, loss: 2.9701, grad_norm: 1.3403 2020-08-01 22:02:59,428 - mmaction - INFO - Epoch [112][660/940] lr: 2.414e-01, eta: 1 day, 15:42:11, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6045, loss_cls: 2.9242, loss: 2.9242, grad_norm: 1.3383 2020-08-01 22:03:21,038 - mmaction - INFO - Epoch [112][680/940] lr: 2.414e-01, eta: 1 day, 15:41:50, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6033, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.3534 2020-08-01 22:03:42,186 - mmaction - INFO - Epoch [112][700/940] lr: 2.414e-01, eta: 1 day, 15:41:29, time: 1.056, data_time: 0.011, memory: 6199, top1_acc: 0.3486, top5_acc: 0.6039, loss_cls: 2.9545, loss: 2.9545, grad_norm: 1.3652 2020-08-01 22:04:02,373 - mmaction - INFO - Epoch [112][720/940] lr: 2.414e-01, eta: 1 day, 15:41:07, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3541, top5_acc: 0.5975, loss_cls: 2.9716, loss: 2.9716, grad_norm: 1.3374 2020-08-01 22:04:23,253 - mmaction - INFO - Epoch [112][740/940] lr: 2.414e-01, eta: 1 day, 15:40:46, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3502, top5_acc: 0.5988, loss_cls: 2.9860, loss: 2.9860, grad_norm: 1.3758 2020-08-01 22:04:44,534 - mmaction - INFO - Epoch [112][760/940] lr: 2.414e-01, eta: 1 day, 15:40:25, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3563, top5_acc: 0.6057, loss_cls: 2.9396, loss: 2.9396, grad_norm: 1.3393 2020-08-01 22:05:05,146 - mmaction - INFO - Epoch [112][780/940] lr: 2.414e-01, eta: 1 day, 15:40:03, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.3588 2020-08-01 22:05:26,924 - mmaction - INFO - Epoch [112][800/940] lr: 2.414e-01, eta: 1 day, 15:39:43, time: 1.088, data_time: 0.003, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6117, loss_cls: 2.9200, loss: 2.9200, grad_norm: 1.3628 2020-08-01 22:05:47,958 - mmaction - INFO - Epoch [112][820/940] lr: 2.414e-01, eta: 1 day, 15:39:22, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6066, loss_cls: 2.9103, loss: 2.9103, grad_norm: 1.3405 2020-08-01 22:06:09,494 - mmaction - INFO - Epoch [112][840/940] lr: 2.414e-01, eta: 1 day, 15:39:01, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5955, loss_cls: 2.9848, loss: 2.9848, grad_norm: 1.3758 2020-08-01 22:06:31,051 - mmaction - INFO - Epoch [112][860/940] lr: 2.414e-01, eta: 1 day, 15:38:41, time: 1.081, data_time: 0.010, memory: 6199, top1_acc: 0.3348, top5_acc: 0.5924, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.3603 2020-08-01 22:06:51,211 - mmaction - INFO - Epoch [112][880/940] lr: 2.414e-01, eta: 1 day, 15:38:19, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6027, loss_cls: 2.9408, loss: 2.9408, grad_norm: 1.3334 2020-08-01 22:07:12,315 - mmaction - INFO - Epoch [112][900/940] lr: 2.414e-01, eta: 1 day, 15:37:58, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.3600, top5_acc: 0.5965, loss_cls: 2.9497, loss: 2.9497, grad_norm: 1.3397 2020-08-01 22:07:33,617 - mmaction - INFO - Epoch [112][920/940] lr: 2.414e-01, eta: 1 day, 15:37:37, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.3467, top5_acc: 0.6064, loss_cls: 2.9853, loss: 2.9853, grad_norm: 1.3779 2020-08-01 22:07:53,407 - mmaction - INFO - Epoch [112][940/940] lr: 2.414e-01, eta: 1 day, 15:37:14, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.3513, top5_acc: 0.6055, loss_cls: 2.9599, loss: 2.9599, grad_norm: 1.3728 2020-08-01 22:07:53,822 - mmaction - INFO - Saving checkpoint at 112 epochs 2020-08-01 22:08:26,242 - mmaction - INFO - Epoch [113][20/940] lr: 2.390e-01, eta: 1 day, 15:37:04, time: 1.470, data_time: 0.407, memory: 6199, top1_acc: 0.3408, top5_acc: 0.6121, loss_cls: 2.9581, loss: 2.9581, grad_norm: 1.3382 2020-08-01 22:08:47,066 - mmaction - INFO - Epoch [113][40/940] lr: 2.390e-01, eta: 1 day, 15:36:42, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6066, loss_cls: 2.8987, loss: 2.8987, grad_norm: 1.3768 2020-08-01 22:09:07,131 - mmaction - INFO - Epoch [113][60/940] lr: 2.390e-01, eta: 1 day, 15:36:20, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6102, loss_cls: 2.9249, loss: 2.9249, grad_norm: 1.3535 2020-08-01 22:09:27,581 - mmaction - INFO - Epoch [113][80/940] lr: 2.390e-01, eta: 1 day, 15:35:58, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3666, top5_acc: 0.6117, loss_cls: 2.9061, loss: 2.9061, grad_norm: 1.3556 2020-08-01 22:09:47,985 - mmaction - INFO - Epoch [113][100/940] lr: 2.390e-01, eta: 1 day, 15:35:36, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6180, loss_cls: 2.8934, loss: 2.8934, grad_norm: 1.3502 2020-08-01 22:10:09,521 - mmaction - INFO - Epoch [113][120/940] lr: 2.390e-01, eta: 1 day, 15:35:16, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6062, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.3687 2020-08-01 22:10:30,294 - mmaction - INFO - Epoch [113][140/940] lr: 2.390e-01, eta: 1 day, 15:34:54, time: 1.039, data_time: 0.004, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6240, loss_cls: 2.8676, loss: 2.8676, grad_norm: 1.3273 2020-08-01 22:10:52,259 - mmaction - INFO - Epoch [113][160/940] lr: 2.390e-01, eta: 1 day, 15:34:34, time: 1.096, data_time: 0.006, memory: 6199, top1_acc: 0.3434, top5_acc: 0.6107, loss_cls: 2.9359, loss: 2.9359, grad_norm: 1.3774 2020-08-01 22:11:13,451 - mmaction - INFO - Epoch [113][180/940] lr: 2.390e-01, eta: 1 day, 15:34:13, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6059, loss_cls: 2.9600, loss: 2.9600, grad_norm: 1.3587 2020-08-01 22:11:34,414 - mmaction - INFO - Epoch [113][200/940] lr: 2.390e-01, eta: 1 day, 15:33:52, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6088, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.3713 2020-08-01 22:11:56,284 - mmaction - INFO - Epoch [113][220/940] lr: 2.390e-01, eta: 1 day, 15:33:32, time: 1.097, data_time: 0.007, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6082, loss_cls: 2.9263, loss: 2.9263, grad_norm: 1.3983 2020-08-01 22:12:17,667 - mmaction - INFO - Epoch [113][240/940] lr: 2.390e-01, eta: 1 day, 15:33:11, time: 1.070, data_time: 0.009, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6027, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.3667 2020-08-01 22:12:39,025 - mmaction - INFO - Epoch [113][260/940] lr: 2.390e-01, eta: 1 day, 15:32:51, time: 1.067, data_time: 0.002, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6113, loss_cls: 2.9176, loss: 2.9176, grad_norm: 1.3449 2020-08-01 22:13:00,275 - mmaction - INFO - Epoch [113][280/940] lr: 2.390e-01, eta: 1 day, 15:32:30, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5936, loss_cls: 2.9931, loss: 2.9931, grad_norm: 1.3868 2020-08-01 22:13:21,987 - mmaction - INFO - Epoch [113][300/940] lr: 2.390e-01, eta: 1 day, 15:32:10, time: 1.091, data_time: 0.010, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6102, loss_cls: 2.9188, loss: 2.9188, grad_norm: 1.3350 2020-08-01 22:13:42,735 - mmaction - INFO - Epoch [113][320/940] lr: 2.390e-01, eta: 1 day, 15:31:48, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.3674, top5_acc: 0.6102, loss_cls: 2.9361, loss: 2.9361, grad_norm: 1.3710 2020-08-01 22:14:03,814 - mmaction - INFO - Epoch [113][340/940] lr: 2.390e-01, eta: 1 day, 15:31:27, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6176, loss_cls: 2.9160, loss: 2.9160, grad_norm: 1.3400 2020-08-01 22:14:24,938 - mmaction - INFO - Epoch [113][360/940] lr: 2.390e-01, eta: 1 day, 15:31:06, time: 1.056, data_time: 0.010, memory: 6199, top1_acc: 0.3510, top5_acc: 0.6082, loss_cls: 2.9552, loss: 2.9552, grad_norm: 1.3558 2020-08-01 22:14:45,448 - mmaction - INFO - Epoch [113][380/940] lr: 2.390e-01, eta: 1 day, 15:30:44, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6119, loss_cls: 2.9262, loss: 2.9262, grad_norm: 1.3756 2020-08-01 22:15:06,859 - mmaction - INFO - Epoch [113][400/940] lr: 2.390e-01, eta: 1 day, 15:30:24, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6150, loss_cls: 2.9063, loss: 2.9063, grad_norm: 1.3481 2020-08-01 22:15:27,556 - mmaction - INFO - Epoch [113][420/940] lr: 2.390e-01, eta: 1 day, 15:30:02, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6021, loss_cls: 2.9568, loss: 2.9568, grad_norm: 1.3658 2020-08-01 22:15:49,170 - mmaction - INFO - Epoch [113][440/940] lr: 2.390e-01, eta: 1 day, 15:29:42, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.9183, loss: 2.9183, grad_norm: 1.3824 2020-08-01 22:16:09,694 - mmaction - INFO - Epoch [113][460/940] lr: 2.390e-01, eta: 1 day, 15:29:20, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3502, top5_acc: 0.5967, loss_cls: 2.9698, loss: 2.9698, grad_norm: 1.3498 2020-08-01 22:16:30,221 - mmaction - INFO - Epoch [113][480/940] lr: 2.390e-01, eta: 1 day, 15:28:58, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3529, top5_acc: 0.6062, loss_cls: 2.9491, loss: 2.9491, grad_norm: 1.3619 2020-08-01 22:16:50,665 - mmaction - INFO - Epoch [113][500/940] lr: 2.390e-01, eta: 1 day, 15:28:36, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6133, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.3604 2020-08-01 22:17:12,840 - mmaction - INFO - Epoch [113][520/940] lr: 2.390e-01, eta: 1 day, 15:28:17, time: 1.111, data_time: 0.007, memory: 6199, top1_acc: 0.3479, top5_acc: 0.5988, loss_cls: 2.9780, loss: 2.9780, grad_norm: 1.3662 2020-08-01 22:17:33,604 - mmaction - INFO - Epoch [113][540/940] lr: 2.390e-01, eta: 1 day, 15:27:55, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6119, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.3720 2020-08-01 22:17:54,977 - mmaction - INFO - Epoch [113][560/940] lr: 2.390e-01, eta: 1 day, 15:27:34, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6037, loss_cls: 2.9150, loss: 2.9150, grad_norm: 1.3213 2020-08-01 22:18:15,810 - mmaction - INFO - Epoch [113][580/940] lr: 2.390e-01, eta: 1 day, 15:27:13, time: 1.042, data_time: 0.002, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6041, loss_cls: 2.9451, loss: 2.9451, grad_norm: 1.3641 2020-08-01 22:18:38,133 - mmaction - INFO - Epoch [113][600/940] lr: 2.390e-01, eta: 1 day, 15:26:53, time: 1.114, data_time: 0.006, memory: 6199, top1_acc: 0.3561, top5_acc: 0.6225, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.4032 2020-08-01 22:18:59,145 - mmaction - INFO - Epoch [113][620/940] lr: 2.390e-01, eta: 1 day, 15:26:32, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3385, top5_acc: 0.5982, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.3798 2020-08-01 22:19:19,182 - mmaction - INFO - Epoch [113][640/940] lr: 2.390e-01, eta: 1 day, 15:26:10, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.3473, top5_acc: 0.6025, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.3627 2020-08-01 22:19:40,161 - mmaction - INFO - Epoch [113][660/940] lr: 2.390e-01, eta: 1 day, 15:25:49, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6035, loss_cls: 2.9505, loss: 2.9505, grad_norm: 1.3632 2020-08-01 22:20:01,669 - mmaction - INFO - Epoch [113][680/940] lr: 2.390e-01, eta: 1 day, 15:25:28, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6098, loss_cls: 2.8845, loss: 2.8845, grad_norm: 1.3533 2020-08-01 22:20:23,680 - mmaction - INFO - Epoch [113][700/940] lr: 2.390e-01, eta: 1 day, 15:25:08, time: 1.104, data_time: 0.007, memory: 6199, top1_acc: 0.3525, top5_acc: 0.5979, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.3446 2020-08-01 22:20:44,110 - mmaction - INFO - Epoch [113][720/940] lr: 2.390e-01, eta: 1 day, 15:24:46, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6006, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.3545 2020-08-01 22:21:05,487 - mmaction - INFO - Epoch [113][740/940] lr: 2.390e-01, eta: 1 day, 15:24:26, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6051, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.3529 2020-08-01 22:21:26,561 - mmaction - INFO - Epoch [113][760/940] lr: 2.390e-01, eta: 1 day, 15:24:05, time: 1.054, data_time: 0.002, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6098, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.3586 2020-08-01 22:21:47,446 - mmaction - INFO - Epoch [113][780/940] lr: 2.390e-01, eta: 1 day, 15:23:43, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3514, top5_acc: 0.6049, loss_cls: 2.9522, loss: 2.9522, grad_norm: 1.3821 2020-08-01 22:22:08,668 - mmaction - INFO - Epoch [113][800/940] lr: 2.390e-01, eta: 1 day, 15:23:22, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3463, top5_acc: 0.5955, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.3678 2020-08-01 22:22:29,638 - mmaction - INFO - Epoch [113][820/940] lr: 2.390e-01, eta: 1 day, 15:23:01, time: 1.049, data_time: 0.003, memory: 6199, top1_acc: 0.3371, top5_acc: 0.5930, loss_cls: 2.9844, loss: 2.9844, grad_norm: 1.3588 2020-08-01 22:22:50,349 - mmaction - INFO - Epoch [113][840/940] lr: 2.390e-01, eta: 1 day, 15:22:40, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3418, top5_acc: 0.6031, loss_cls: 2.9737, loss: 2.9737, grad_norm: 1.3855 2020-08-01 22:23:11,572 - mmaction - INFO - Epoch [113][860/940] lr: 2.390e-01, eta: 1 day, 15:22:19, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6068, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.3679 2020-08-01 22:23:33,459 - mmaction - INFO - Epoch [113][880/940] lr: 2.390e-01, eta: 1 day, 15:21:59, time: 1.094, data_time: 0.009, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6166, loss_cls: 2.9386, loss: 2.9386, grad_norm: 1.3769 2020-08-01 22:23:53,990 - mmaction - INFO - Epoch [113][900/940] lr: 2.390e-01, eta: 1 day, 15:21:37, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3459, top5_acc: 0.6098, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.3687 2020-08-01 22:24:15,499 - mmaction - INFO - Epoch [113][920/940] lr: 2.390e-01, eta: 1 day, 15:21:16, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6039, loss_cls: 2.9607, loss: 2.9607, grad_norm: 1.3704 2020-08-01 22:24:35,685 - mmaction - INFO - Epoch [113][940/940] lr: 2.390e-01, eta: 1 day, 15:20:54, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.3575, top5_acc: 0.6134, loss_cls: 2.9211, loss: 2.9211, grad_norm: 1.3553 2020-08-01 22:25:05,722 - mmaction - INFO - Epoch [114][20/940] lr: 2.366e-01, eta: 1 day, 15:20:44, time: 1.487, data_time: 0.474, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6043, loss_cls: 2.9051, loss: 2.9051, grad_norm: 1.3448 2020-08-01 22:25:26,054 - mmaction - INFO - Epoch [114][40/940] lr: 2.366e-01, eta: 1 day, 15:20:22, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6230, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.3725 2020-08-01 22:25:46,883 - mmaction - INFO - Epoch [114][60/940] lr: 2.366e-01, eta: 1 day, 15:20:01, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6160, loss_cls: 2.8948, loss: 2.8948, grad_norm: 1.3780 2020-08-01 22:26:08,617 - mmaction - INFO - Epoch [114][80/940] lr: 2.366e-01, eta: 1 day, 15:19:40, time: 1.087, data_time: 0.004, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6100, loss_cls: 2.9403, loss: 2.9403, grad_norm: 1.3877 2020-08-01 22:26:28,990 - mmaction - INFO - Epoch [114][100/940] lr: 2.366e-01, eta: 1 day, 15:19:18, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3449, top5_acc: 0.5977, loss_cls: 2.9642, loss: 2.9642, grad_norm: 1.3797 2020-08-01 22:26:50,013 - mmaction - INFO - Epoch [114][120/940] lr: 2.366e-01, eta: 1 day, 15:18:57, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6172, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.3581 2020-08-01 22:27:11,871 - mmaction - INFO - Epoch [114][140/940] lr: 2.366e-01, eta: 1 day, 15:18:37, time: 1.095, data_time: 0.006, memory: 6199, top1_acc: 0.3674, top5_acc: 0.6098, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.3487 2020-08-01 22:27:32,839 - mmaction - INFO - Epoch [114][160/940] lr: 2.366e-01, eta: 1 day, 15:18:16, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6049, loss_cls: 2.9110, loss: 2.9110, grad_norm: 1.3825 2020-08-01 22:27:53,917 - mmaction - INFO - Epoch [114][180/940] lr: 2.366e-01, eta: 1 day, 15:17:55, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6078, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.3606 2020-08-01 22:28:14,857 - mmaction - INFO - Epoch [114][200/940] lr: 2.366e-01, eta: 1 day, 15:17:34, time: 1.048, data_time: 0.003, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6139, loss_cls: 2.9006, loss: 2.9006, grad_norm: 1.3614 2020-08-01 22:28:36,630 - mmaction - INFO - Epoch [114][220/940] lr: 2.366e-01, eta: 1 day, 15:17:13, time: 1.087, data_time: 0.005, memory: 6199, top1_acc: 0.3498, top5_acc: 0.6043, loss_cls: 2.9287, loss: 2.9287, grad_norm: 1.3896 2020-08-01 22:28:58,798 - mmaction - INFO - Epoch [114][240/940] lr: 2.366e-01, eta: 1 day, 15:16:54, time: 1.107, data_time: 0.009, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6062, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.3637 2020-08-01 22:29:19,794 - mmaction - INFO - Epoch [114][260/940] lr: 2.366e-01, eta: 1 day, 15:16:33, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.3855 2020-08-01 22:29:40,484 - mmaction - INFO - Epoch [114][280/940] lr: 2.366e-01, eta: 1 day, 15:16:11, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6062, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.3503 2020-08-01 22:30:01,174 - mmaction - INFO - Epoch [114][300/940] lr: 2.366e-01, eta: 1 day, 15:15:49, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6121, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.3709 2020-08-01 22:30:22,216 - mmaction - INFO - Epoch [114][320/940] lr: 2.366e-01, eta: 1 day, 15:15:28, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6105, loss_cls: 2.9163, loss: 2.9163, grad_norm: 1.3638 2020-08-01 22:30:43,379 - mmaction - INFO - Epoch [114][340/940] lr: 2.366e-01, eta: 1 day, 15:15:07, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.3492, top5_acc: 0.6020, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.4098 2020-08-01 22:31:05,826 - mmaction - INFO - Epoch [114][360/940] lr: 2.366e-01, eta: 1 day, 15:14:48, time: 1.122, data_time: 0.007, memory: 6199, top1_acc: 0.3570, top5_acc: 0.5953, loss_cls: 2.9602, loss: 2.9602, grad_norm: 1.3869 2020-08-01 22:31:26,518 - mmaction - INFO - Epoch [114][380/940] lr: 2.366e-01, eta: 1 day, 15:14:26, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6201, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.3486 2020-08-01 22:31:48,676 - mmaction - INFO - Epoch [114][400/940] lr: 2.366e-01, eta: 1 day, 15:14:07, time: 1.113, data_time: 0.008, memory: 6199, top1_acc: 0.3410, top5_acc: 0.6064, loss_cls: 2.9718, loss: 2.9718, grad_norm: 1.3707 2020-08-01 22:32:09,775 - mmaction - INFO - Epoch [114][420/940] lr: 2.366e-01, eta: 1 day, 15:13:46, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6043, loss_cls: 2.9237, loss: 2.9237, grad_norm: 1.3866 2020-08-01 22:32:29,799 - mmaction - INFO - Epoch [114][440/940] lr: 2.366e-01, eta: 1 day, 15:13:23, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6115, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.3847 2020-08-01 22:32:50,796 - mmaction - INFO - Epoch [114][460/940] lr: 2.366e-01, eta: 1 day, 15:13:02, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3451, top5_acc: 0.6119, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.3640 2020-08-01 22:33:13,678 - mmaction - INFO - Epoch [114][480/940] lr: 2.366e-01, eta: 1 day, 15:12:43, time: 1.144, data_time: 0.007, memory: 6199, top1_acc: 0.3592, top5_acc: 0.5990, loss_cls: 2.9372, loss: 2.9372, grad_norm: 1.3585 2020-08-01 22:33:34,541 - mmaction - INFO - Epoch [114][500/940] lr: 2.366e-01, eta: 1 day, 15:12:22, time: 1.044, data_time: 0.003, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6137, loss_cls: 2.9173, loss: 2.9173, grad_norm: 1.3601 2020-08-01 22:33:55,186 - mmaction - INFO - Epoch [114][520/940] lr: 2.366e-01, eta: 1 day, 15:12:00, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3504, top5_acc: 0.5959, loss_cls: 2.9928, loss: 2.9928, grad_norm: 1.3700 2020-08-01 22:34:16,012 - mmaction - INFO - Epoch [114][540/940] lr: 2.366e-01, eta: 1 day, 15:11:39, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6090, loss_cls: 2.9614, loss: 2.9614, grad_norm: 1.3640 2020-08-01 22:34:37,151 - mmaction - INFO - Epoch [114][560/940] lr: 2.366e-01, eta: 1 day, 15:11:18, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.9332, loss: 2.9332, grad_norm: 1.3367 2020-08-01 22:34:57,765 - mmaction - INFO - Epoch [114][580/940] lr: 2.366e-01, eta: 1 day, 15:10:56, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.3561, top5_acc: 0.6180, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.3789 2020-08-01 22:35:19,641 - mmaction - INFO - Epoch [114][600/940] lr: 2.366e-01, eta: 1 day, 15:10:36, time: 1.095, data_time: 0.008, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6057, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.3562 2020-08-01 22:35:40,235 - mmaction - INFO - Epoch [114][620/940] lr: 2.366e-01, eta: 1 day, 15:10:14, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6049, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.3527 2020-08-01 22:36:01,026 - mmaction - INFO - Epoch [114][640/940] lr: 2.366e-01, eta: 1 day, 15:09:53, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6141, loss_cls: 2.8814, loss: 2.8814, grad_norm: 1.3617 2020-08-01 22:36:22,755 - mmaction - INFO - Epoch [114][660/940] lr: 2.366e-01, eta: 1 day, 15:09:33, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6098, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.3680 2020-08-01 22:36:44,558 - mmaction - INFO - Epoch [114][680/940] lr: 2.366e-01, eta: 1 day, 15:09:13, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6059, loss_cls: 2.9410, loss: 2.9410, grad_norm: 1.3626 2020-08-01 22:37:06,164 - mmaction - INFO - Epoch [114][700/940] lr: 2.366e-01, eta: 1 day, 15:08:52, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6062, loss_cls: 2.9566, loss: 2.9566, grad_norm: 1.3698 2020-08-01 22:37:28,078 - mmaction - INFO - Epoch [114][720/940] lr: 2.366e-01, eta: 1 day, 15:08:32, time: 1.097, data_time: 0.007, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6090, loss_cls: 2.9516, loss: 2.9516, grad_norm: 1.3663 2020-08-01 22:37:48,860 - mmaction - INFO - Epoch [114][740/940] lr: 2.366e-01, eta: 1 day, 15:08:11, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6031, loss_cls: 2.9039, loss: 2.9039, grad_norm: 1.3513 2020-08-01 22:38:09,018 - mmaction - INFO - Epoch [114][760/940] lr: 2.366e-01, eta: 1 day, 15:07:48, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3494, top5_acc: 0.6021, loss_cls: 2.9777, loss: 2.9777, grad_norm: 1.3567 2020-08-01 22:38:30,956 - mmaction - INFO - Epoch [114][780/940] lr: 2.366e-01, eta: 1 day, 15:07:28, time: 1.091, data_time: 0.011, memory: 6199, top1_acc: 0.3506, top5_acc: 0.6154, loss_cls: 2.9398, loss: 2.9398, grad_norm: 1.3522 2020-08-01 22:38:51,959 - mmaction - INFO - Epoch [114][800/940] lr: 2.366e-01, eta: 1 day, 15:07:07, time: 1.056, data_time: 0.010, memory: 6199, top1_acc: 0.3504, top5_acc: 0.6037, loss_cls: 2.9801, loss: 2.9801, grad_norm: 1.3553 2020-08-01 22:39:13,319 - mmaction - INFO - Epoch [114][820/940] lr: 2.366e-01, eta: 1 day, 15:06:46, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6133, loss_cls: 2.9366, loss: 2.9366, grad_norm: 1.3588 2020-08-01 22:39:34,341 - mmaction - INFO - Epoch [114][840/940] lr: 2.366e-01, eta: 1 day, 15:06:25, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6135, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.3592 2020-08-01 22:39:55,855 - mmaction - INFO - Epoch [114][860/940] lr: 2.366e-01, eta: 1 day, 15:06:05, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.3496, top5_acc: 0.6014, loss_cls: 2.9669, loss: 2.9669, grad_norm: 1.3501 2020-08-01 22:40:16,625 - mmaction - INFO - Epoch [114][880/940] lr: 2.366e-01, eta: 1 day, 15:05:43, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3605, top5_acc: 0.6080, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.3605 2020-08-01 22:40:36,809 - mmaction - INFO - Epoch [114][900/940] lr: 2.366e-01, eta: 1 day, 15:05:21, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.3596, top5_acc: 0.6152, loss_cls: 2.9309, loss: 2.9309, grad_norm: 1.3940 2020-08-01 22:40:58,008 - mmaction - INFO - Epoch [114][920/940] lr: 2.366e-01, eta: 1 day, 15:05:00, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6166, loss_cls: 2.8956, loss: 2.8956, grad_norm: 1.3583 2020-08-01 22:41:18,254 - mmaction - INFO - Epoch [114][940/940] lr: 2.366e-01, eta: 1 day, 15:04:38, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3397, top5_acc: 0.5984, loss_cls: 2.9628, loss: 2.9628, grad_norm: 1.3620 2020-08-01 22:41:48,716 - mmaction - INFO - Epoch [115][20/940] lr: 2.342e-01, eta: 1 day, 15:04:28, time: 1.507, data_time: 0.496, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6131, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.3508 2020-08-01 22:42:09,955 - mmaction - INFO - Epoch [115][40/940] lr: 2.342e-01, eta: 1 day, 15:04:07, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6010, loss_cls: 2.9623, loss: 2.9623, grad_norm: 1.3729 2020-08-01 22:42:30,434 - mmaction - INFO - Epoch [115][60/940] lr: 2.342e-01, eta: 1 day, 15:03:46, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.3484 2020-08-01 22:42:51,612 - mmaction - INFO - Epoch [115][80/940] lr: 2.342e-01, eta: 1 day, 15:03:25, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3475, top5_acc: 0.5996, loss_cls: 2.9773, loss: 2.9773, grad_norm: 1.3938 2020-08-01 22:43:13,077 - mmaction - INFO - Epoch [115][100/940] lr: 2.342e-01, eta: 1 day, 15:03:04, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3629, top5_acc: 0.6188, loss_cls: 2.8903, loss: 2.8903, grad_norm: 1.3923 2020-08-01 22:43:35,155 - mmaction - INFO - Epoch [115][120/940] lr: 2.342e-01, eta: 1 day, 15:02:44, time: 1.104, data_time: 0.003, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6047, loss_cls: 2.9539, loss: 2.9539, grad_norm: 1.3801 2020-08-01 22:43:56,097 - mmaction - INFO - Epoch [115][140/940] lr: 2.342e-01, eta: 1 day, 15:02:23, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3473, top5_acc: 0.6000, loss_cls: 2.9615, loss: 2.9615, grad_norm: 1.3763 2020-08-01 22:44:16,864 - mmaction - INFO - Epoch [115][160/940] lr: 2.342e-01, eta: 1 day, 15:02:01, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6111, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.3657 2020-08-01 22:44:38,547 - mmaction - INFO - Epoch [115][180/940] lr: 2.342e-01, eta: 1 day, 15:01:41, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.3715, top5_acc: 0.6213, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.3493 2020-08-01 22:44:59,100 - mmaction - INFO - Epoch [115][200/940] lr: 2.342e-01, eta: 1 day, 15:01:19, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6014, loss_cls: 2.9666, loss: 2.9666, grad_norm: 1.3945 2020-08-01 22:45:20,928 - mmaction - INFO - Epoch [115][220/940] lr: 2.342e-01, eta: 1 day, 15:00:59, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6141, loss_cls: 2.9065, loss: 2.9065, grad_norm: 1.3833 2020-08-01 22:45:41,700 - mmaction - INFO - Epoch [115][240/940] lr: 2.342e-01, eta: 1 day, 15:00:38, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6100, loss_cls: 2.9369, loss: 2.9369, grad_norm: 1.3370 2020-08-01 22:46:03,550 - mmaction - INFO - Epoch [115][260/940] lr: 2.342e-01, eta: 1 day, 15:00:18, time: 1.092, data_time: 0.009, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6051, loss_cls: 2.9409, loss: 2.9409, grad_norm: 1.3705 2020-08-01 22:46:24,807 - mmaction - INFO - Epoch [115][280/940] lr: 2.342e-01, eta: 1 day, 14:59:57, time: 1.064, data_time: 0.009, memory: 6199, top1_acc: 0.3586, top5_acc: 0.6197, loss_cls: 2.8768, loss: 2.8768, grad_norm: 1.3660 2020-08-01 22:46:45,293 - mmaction - INFO - Epoch [115][300/940] lr: 2.342e-01, eta: 1 day, 14:59:35, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6205, loss_cls: 2.8098, loss: 2.8098, grad_norm: 1.3581 2020-08-01 22:47:06,250 - mmaction - INFO - Epoch [115][320/940] lr: 2.342e-01, eta: 1 day, 14:59:14, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6170, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.3752 2020-08-01 22:47:28,172 - mmaction - INFO - Epoch [115][340/940] lr: 2.342e-01, eta: 1 day, 14:58:54, time: 1.094, data_time: 0.008, memory: 6199, top1_acc: 0.3367, top5_acc: 0.6018, loss_cls: 2.9824, loss: 2.9824, grad_norm: 1.3855 2020-08-01 22:47:49,918 - mmaction - INFO - Epoch [115][360/940] lr: 2.342e-01, eta: 1 day, 14:58:33, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6119, loss_cls: 2.9212, loss: 2.9212, grad_norm: 1.3822 2020-08-01 22:48:10,168 - mmaction - INFO - Epoch [115][380/940] lr: 2.342e-01, eta: 1 day, 14:58:11, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6010, loss_cls: 2.9742, loss: 2.9742, grad_norm: 1.3970 2020-08-01 22:48:32,026 - mmaction - INFO - Epoch [115][400/940] lr: 2.342e-01, eta: 1 day, 14:57:51, time: 1.094, data_time: 0.006, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6041, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.3539 2020-08-01 22:48:53,217 - mmaction - INFO - Epoch [115][420/940] lr: 2.342e-01, eta: 1 day, 14:57:30, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6107, loss_cls: 2.8940, loss: 2.8940, grad_norm: 1.3652 2020-08-01 22:49:14,782 - mmaction - INFO - Epoch [115][440/940] lr: 2.342e-01, eta: 1 day, 14:57:10, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6162, loss_cls: 2.9138, loss: 2.9138, grad_norm: 1.3627 2020-08-01 22:49:35,073 - mmaction - INFO - Epoch [115][460/940] lr: 2.342e-01, eta: 1 day, 14:56:48, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6188, loss_cls: 2.9194, loss: 2.9194, grad_norm: 1.3780 2020-08-01 22:49:56,865 - mmaction - INFO - Epoch [115][480/940] lr: 2.342e-01, eta: 1 day, 14:56:27, time: 1.089, data_time: 0.004, memory: 6199, top1_acc: 0.3408, top5_acc: 0.6096, loss_cls: 2.9574, loss: 2.9574, grad_norm: 1.3696 2020-08-01 22:50:18,509 - mmaction - INFO - Epoch [115][500/940] lr: 2.342e-01, eta: 1 day, 14:56:07, time: 1.084, data_time: 0.009, memory: 6199, top1_acc: 0.3545, top5_acc: 0.6176, loss_cls: 2.8996, loss: 2.8996, grad_norm: 1.3574 2020-08-01 22:50:40,053 - mmaction - INFO - Epoch [115][520/940] lr: 2.342e-01, eta: 1 day, 14:55:47, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6104, loss_cls: 2.9439, loss: 2.9439, grad_norm: 1.3527 2020-08-01 22:51:00,897 - mmaction - INFO - Epoch [115][540/940] lr: 2.342e-01, eta: 1 day, 14:55:25, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6043, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.3819 2020-08-01 22:51:20,963 - mmaction - INFO - Epoch [115][560/940] lr: 2.342e-01, eta: 1 day, 14:55:03, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6174, loss_cls: 2.8918, loss: 2.8918, grad_norm: 1.3993 2020-08-01 22:51:42,000 - mmaction - INFO - Epoch [115][580/940] lr: 2.342e-01, eta: 1 day, 14:54:42, time: 1.052, data_time: 0.002, memory: 6199, top1_acc: 0.3521, top5_acc: 0.5971, loss_cls: 2.9911, loss: 2.9911, grad_norm: 1.3584 2020-08-01 22:52:03,528 - mmaction - INFO - Epoch [115][600/940] lr: 2.342e-01, eta: 1 day, 14:54:21, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6090, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.3794 2020-08-01 22:52:23,908 - mmaction - INFO - Epoch [115][620/940] lr: 2.342e-01, eta: 1 day, 14:53:59, time: 1.019, data_time: 0.003, memory: 6199, top1_acc: 0.3502, top5_acc: 0.6014, loss_cls: 2.9528, loss: 2.9528, grad_norm: 1.3767 2020-08-01 22:52:44,060 - mmaction - INFO - Epoch [115][640/940] lr: 2.342e-01, eta: 1 day, 14:53:37, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.3660, top5_acc: 0.6148, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.3847 2020-08-01 22:53:04,887 - mmaction - INFO - Epoch [115][660/940] lr: 2.342e-01, eta: 1 day, 14:53:16, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6076, loss_cls: 2.9809, loss: 2.9809, grad_norm: 1.3785 2020-08-01 22:53:27,732 - mmaction - INFO - Epoch [115][680/940] lr: 2.342e-01, eta: 1 day, 14:52:57, time: 1.142, data_time: 0.009, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6084, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.3330 2020-08-01 22:53:49,235 - mmaction - INFO - Epoch [115][700/940] lr: 2.342e-01, eta: 1 day, 14:52:36, time: 1.077, data_time: 0.009, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6184, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.3829 2020-08-01 22:54:09,322 - mmaction - INFO - Epoch [115][720/940] lr: 2.342e-01, eta: 1 day, 14:52:14, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6160, loss_cls: 2.9193, loss: 2.9193, grad_norm: 1.3556 2020-08-01 22:54:29,872 - mmaction - INFO - Epoch [115][740/940] lr: 2.342e-01, eta: 1 day, 14:51:52, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6014, loss_cls: 2.9650, loss: 2.9650, grad_norm: 1.3409 2020-08-01 22:54:52,175 - mmaction - INFO - Epoch [115][760/940] lr: 2.342e-01, eta: 1 day, 14:51:32, time: 1.112, data_time: 0.009, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6203, loss_cls: 2.8811, loss: 2.8811, grad_norm: 1.3734 2020-08-01 22:55:13,394 - mmaction - INFO - Epoch [115][780/940] lr: 2.342e-01, eta: 1 day, 14:51:12, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6180, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.3848 2020-08-01 22:55:34,088 - mmaction - INFO - Epoch [115][800/940] lr: 2.342e-01, eta: 1 day, 14:50:50, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3574, top5_acc: 0.6076, loss_cls: 2.9289, loss: 2.9289, grad_norm: 1.3733 2020-08-01 22:55:55,971 - mmaction - INFO - Epoch [115][820/940] lr: 2.342e-01, eta: 1 day, 14:50:30, time: 1.096, data_time: 0.008, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6023, loss_cls: 2.9486, loss: 2.9486, grad_norm: 1.3611 2020-08-01 22:56:16,701 - mmaction - INFO - Epoch [115][840/940] lr: 2.342e-01, eta: 1 day, 14:50:09, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6047, loss_cls: 2.9567, loss: 2.9567, grad_norm: 1.3698 2020-08-01 22:56:38,928 - mmaction - INFO - Epoch [115][860/940] lr: 2.342e-01, eta: 1 day, 14:49:49, time: 1.110, data_time: 0.007, memory: 6199, top1_acc: 0.3455, top5_acc: 0.6008, loss_cls: 2.9762, loss: 2.9762, grad_norm: 1.4210 2020-08-01 22:56:59,243 - mmaction - INFO - Epoch [115][880/940] lr: 2.342e-01, eta: 1 day, 14:49:27, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5943, loss_cls: 2.9778, loss: 2.9778, grad_norm: 1.3650 2020-08-01 22:57:20,252 - mmaction - INFO - Epoch [115][900/940] lr: 2.342e-01, eta: 1 day, 14:49:06, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3475, top5_acc: 0.5998, loss_cls: 3.0001, loss: 3.0001, grad_norm: 1.3558 2020-08-01 22:57:41,739 - mmaction - INFO - Epoch [115][920/940] lr: 2.342e-01, eta: 1 day, 14:48:45, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6045, loss_cls: 2.9679, loss: 2.9679, grad_norm: 1.3456 2020-08-01 22:58:01,866 - mmaction - INFO - Epoch [115][940/940] lr: 2.342e-01, eta: 1 day, 14:48:23, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3458, top5_acc: 0.5960, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.3545 2020-08-01 22:58:32,193 - mmaction - INFO - Epoch [116][20/940] lr: 2.318e-01, eta: 1 day, 14:48:13, time: 1.499, data_time: 0.412, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6082, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.3564 2020-08-01 22:58:52,214 - mmaction - INFO - Epoch [116][40/940] lr: 2.318e-01, eta: 1 day, 14:47:50, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6094, loss_cls: 2.9075, loss: 2.9075, grad_norm: 1.3802 2020-08-01 22:59:12,601 - mmaction - INFO - Epoch [116][60/940] lr: 2.318e-01, eta: 1 day, 14:47:28, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6154, loss_cls: 2.8869, loss: 2.8869, grad_norm: 1.3721 2020-08-01 22:59:33,526 - mmaction - INFO - Epoch [116][80/940] lr: 2.318e-01, eta: 1 day, 14:47:07, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6219, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.3747 2020-08-01 22:59:54,850 - mmaction - INFO - Epoch [116][100/940] lr: 2.318e-01, eta: 1 day, 14:46:46, time: 1.070, data_time: 0.010, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6219, loss_cls: 2.8640, loss: 2.8640, grad_norm: 1.3834 2020-08-01 23:00:18,410 - mmaction - INFO - Epoch [116][120/940] lr: 2.318e-01, eta: 1 day, 14:46:28, time: 1.164, data_time: 0.005, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6199, loss_cls: 2.8714, loss: 2.8714, grad_norm: 1.3585 2020-08-01 23:00:39,993 - mmaction - INFO - Epoch [116][140/940] lr: 2.318e-01, eta: 1 day, 14:46:08, time: 1.092, data_time: 0.029, memory: 6199, top1_acc: 0.3486, top5_acc: 0.6062, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.3892 2020-08-01 23:01:00,212 - mmaction - INFO - Epoch [116][160/940] lr: 2.318e-01, eta: 1 day, 14:45:46, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6059, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.3839 2020-08-01 23:01:20,826 - mmaction - INFO - Epoch [116][180/940] lr: 2.318e-01, eta: 1 day, 14:45:24, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6250, loss_cls: 2.8882, loss: 2.8882, grad_norm: 1.3572 2020-08-01 23:01:43,421 - mmaction - INFO - Epoch [116][200/940] lr: 2.318e-01, eta: 1 day, 14:45:05, time: 1.126, data_time: 0.006, memory: 6199, top1_acc: 0.3545, top5_acc: 0.6016, loss_cls: 2.9542, loss: 2.9542, grad_norm: 1.3706 2020-08-01 23:02:04,135 - mmaction - INFO - Epoch [116][220/940] lr: 2.318e-01, eta: 1 day, 14:44:43, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6021, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.3566 2020-08-01 23:02:25,102 - mmaction - INFO - Epoch [116][240/940] lr: 2.318e-01, eta: 1 day, 14:44:22, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6152, loss_cls: 2.9073, loss: 2.9073, grad_norm: 1.3729 2020-08-01 23:02:45,984 - mmaction - INFO - Epoch [116][260/940] lr: 2.318e-01, eta: 1 day, 14:44:01, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3619, top5_acc: 0.6160, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.3715 2020-08-01 23:03:06,625 - mmaction - INFO - Epoch [116][280/940] lr: 2.318e-01, eta: 1 day, 14:43:39, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6291, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.3970 2020-08-01 23:03:27,744 - mmaction - INFO - Epoch [116][300/940] lr: 2.318e-01, eta: 1 day, 14:43:18, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.3514, top5_acc: 0.6203, loss_cls: 2.8947, loss: 2.8947, grad_norm: 1.4116 2020-08-01 23:03:49,273 - mmaction - INFO - Epoch [116][320/940] lr: 2.318e-01, eta: 1 day, 14:42:57, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3674, top5_acc: 0.6131, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.3491 2020-08-01 23:04:10,728 - mmaction - INFO - Epoch [116][340/940] lr: 2.318e-01, eta: 1 day, 14:42:37, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6148, loss_cls: 2.8720, loss: 2.8720, grad_norm: 1.3729 2020-08-01 23:04:31,464 - mmaction - INFO - Epoch [116][360/940] lr: 2.318e-01, eta: 1 day, 14:42:15, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6217, loss_cls: 2.8749, loss: 2.8749, grad_norm: 1.3973 2020-08-01 23:04:52,095 - mmaction - INFO - Epoch [116][380/940] lr: 2.318e-01, eta: 1 day, 14:41:54, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6143, loss_cls: 2.9442, loss: 2.9442, grad_norm: 1.3990 2020-08-01 23:05:12,306 - mmaction - INFO - Epoch [116][400/940] lr: 2.318e-01, eta: 1 day, 14:41:31, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6150, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.4110 2020-08-01 23:05:32,745 - mmaction - INFO - Epoch [116][420/940] lr: 2.318e-01, eta: 1 day, 14:41:10, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6027, loss_cls: 2.9685, loss: 2.9685, grad_norm: 1.3675 2020-08-01 23:05:52,973 - mmaction - INFO - Epoch [116][440/940] lr: 2.318e-01, eta: 1 day, 14:40:47, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6055, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.3789 2020-08-01 23:06:12,960 - mmaction - INFO - Epoch [116][460/940] lr: 2.318e-01, eta: 1 day, 14:40:25, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6143, loss_cls: 2.9218, loss: 2.9218, grad_norm: 1.3468 2020-08-01 23:06:33,948 - mmaction - INFO - Epoch [116][480/940] lr: 2.318e-01, eta: 1 day, 14:40:04, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.3631, top5_acc: 0.6145, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.3646 2020-08-01 23:06:54,220 - mmaction - INFO - Epoch [116][500/940] lr: 2.318e-01, eta: 1 day, 14:39:42, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6143, loss_cls: 2.9040, loss: 2.9040, grad_norm: 1.3599 2020-08-01 23:07:14,252 - mmaction - INFO - Epoch [116][520/940] lr: 2.318e-01, eta: 1 day, 14:39:19, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.9134, loss: 2.9134, grad_norm: 1.3678 2020-08-01 23:07:34,153 - mmaction - INFO - Epoch [116][540/940] lr: 2.318e-01, eta: 1 day, 14:38:57, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6141, loss_cls: 2.8794, loss: 2.8794, grad_norm: 1.3484 2020-08-01 23:07:54,438 - mmaction - INFO - Epoch [116][560/940] lr: 2.318e-01, eta: 1 day, 14:38:35, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3525, top5_acc: 0.6186, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.3768 2020-08-01 23:08:14,926 - mmaction - INFO - Epoch [116][580/940] lr: 2.318e-01, eta: 1 day, 14:38:13, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.3631, top5_acc: 0.6125, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.3705 2020-08-01 23:08:35,554 - mmaction - INFO - Epoch [116][600/940] lr: 2.318e-01, eta: 1 day, 14:37:51, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3500, top5_acc: 0.5998, loss_cls: 2.9821, loss: 2.9821, grad_norm: 1.4006 2020-08-01 23:08:55,844 - mmaction - INFO - Epoch [116][620/940] lr: 2.318e-01, eta: 1 day, 14:37:29, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6035, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.3697 2020-08-01 23:09:16,931 - mmaction - INFO - Epoch [116][640/940] lr: 2.318e-01, eta: 1 day, 14:37:08, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6055, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.3757 2020-08-01 23:09:39,716 - mmaction - INFO - Epoch [116][660/940] lr: 2.318e-01, eta: 1 day, 14:36:49, time: 1.140, data_time: 0.006, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6070, loss_cls: 2.9197, loss: 2.9197, grad_norm: 1.3764 2020-08-01 23:10:01,072 - mmaction - INFO - Epoch [116][680/940] lr: 2.318e-01, eta: 1 day, 14:36:29, time: 1.069, data_time: 0.009, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6117, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.3751 2020-08-01 23:10:21,942 - mmaction - INFO - Epoch [116][700/940] lr: 2.318e-01, eta: 1 day, 14:36:07, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6074, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.3823 2020-08-01 23:10:42,969 - mmaction - INFO - Epoch [116][720/940] lr: 2.318e-01, eta: 1 day, 14:35:46, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6068, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.3767 2020-08-01 23:11:04,280 - mmaction - INFO - Epoch [116][740/940] lr: 2.318e-01, eta: 1 day, 14:35:25, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3529, top5_acc: 0.6129, loss_cls: 2.9414, loss: 2.9414, grad_norm: 1.3906 2020-08-01 23:11:24,805 - mmaction - INFO - Epoch [116][760/940] lr: 2.318e-01, eta: 1 day, 14:35:04, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6047, loss_cls: 2.9370, loss: 2.9370, grad_norm: 1.3666 2020-08-01 23:11:45,830 - mmaction - INFO - Epoch [116][780/940] lr: 2.318e-01, eta: 1 day, 14:34:42, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.3619, top5_acc: 0.6027, loss_cls: 2.9534, loss: 2.9534, grad_norm: 1.3535 2020-08-01 23:12:06,421 - mmaction - INFO - Epoch [116][800/940] lr: 2.318e-01, eta: 1 day, 14:34:21, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6021, loss_cls: 2.9756, loss: 2.9756, grad_norm: 1.3850 2020-08-01 23:12:27,193 - mmaction - INFO - Epoch [116][820/940] lr: 2.318e-01, eta: 1 day, 14:33:59, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6141, loss_cls: 2.8929, loss: 2.8929, grad_norm: 1.3433 2020-08-01 23:12:49,231 - mmaction - INFO - Epoch [116][840/940] lr: 2.318e-01, eta: 1 day, 14:33:39, time: 1.101, data_time: 0.007, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6105, loss_cls: 2.9266, loss: 2.9266, grad_norm: 1.3613 2020-08-01 23:13:10,463 - mmaction - INFO - Epoch [116][860/940] lr: 2.318e-01, eta: 1 day, 14:33:18, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6123, loss_cls: 2.9201, loss: 2.9201, grad_norm: 1.3910 2020-08-01 23:13:31,974 - mmaction - INFO - Epoch [116][880/940] lr: 2.318e-01, eta: 1 day, 14:32:58, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6092, loss_cls: 2.9319, loss: 2.9319, grad_norm: 1.3981 2020-08-01 23:13:53,755 - mmaction - INFO - Epoch [116][900/940] lr: 2.318e-01, eta: 1 day, 14:32:38, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.9342, loss: 2.9342, grad_norm: 1.3542 2020-08-01 23:14:14,351 - mmaction - INFO - Epoch [116][920/940] lr: 2.318e-01, eta: 1 day, 14:32:16, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6070, loss_cls: 2.9346, loss: 2.9346, grad_norm: 1.3666 2020-08-01 23:14:33,676 - mmaction - INFO - Epoch [116][940/940] lr: 2.318e-01, eta: 1 day, 14:31:53, time: 0.970, data_time: 0.009, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6041, loss_cls: 2.9465, loss: 2.9465, grad_norm: 1.3754 2020-08-01 23:14:34,130 - mmaction - INFO - Saving checkpoint at 116 epochs 2020-08-01 23:15:06,654 - mmaction - INFO - Epoch [117][20/940] lr: 2.293e-01, eta: 1 day, 14:31:43, time: 1.541, data_time: 0.490, memory: 6199, top1_acc: 0.3641, top5_acc: 0.6254, loss_cls: 2.8457, loss: 2.8457, grad_norm: 1.3989 2020-08-01 23:15:26,624 - mmaction - INFO - Epoch [117][40/940] lr: 2.293e-01, eta: 1 day, 14:31:21, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6096, loss_cls: 2.9087, loss: 2.9087, grad_norm: 1.4119 2020-08-01 23:15:46,663 - mmaction - INFO - Epoch [117][60/940] lr: 2.293e-01, eta: 1 day, 14:30:59, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6074, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.3895 2020-08-01 23:16:07,890 - mmaction - INFO - Epoch [117][80/940] lr: 2.293e-01, eta: 1 day, 14:30:38, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6143, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.3873 2020-08-01 23:16:28,706 - mmaction - INFO - Epoch [117][100/940] lr: 2.293e-01, eta: 1 day, 14:30:16, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8789, loss: 2.8789, grad_norm: 1.3729 2020-08-01 23:16:50,171 - mmaction - INFO - Epoch [117][120/940] lr: 2.293e-01, eta: 1 day, 14:29:56, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6205, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.3971 2020-08-01 23:17:10,972 - mmaction - INFO - Epoch [117][140/940] lr: 2.293e-01, eta: 1 day, 14:29:34, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9551, loss: 2.9551, grad_norm: 1.4160 2020-08-01 23:17:31,724 - mmaction - INFO - Epoch [117][160/940] lr: 2.293e-01, eta: 1 day, 14:29:13, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6105, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.3631 2020-08-01 23:17:53,141 - mmaction - INFO - Epoch [117][180/940] lr: 2.293e-01, eta: 1 day, 14:28:52, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6115, loss_cls: 2.9247, loss: 2.9247, grad_norm: 1.3927 2020-08-01 23:18:13,846 - mmaction - INFO - Epoch [117][200/940] lr: 2.293e-01, eta: 1 day, 14:28:31, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6113, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.3843 2020-08-01 23:18:36,092 - mmaction - INFO - Epoch [117][220/940] lr: 2.293e-01, eta: 1 day, 14:28:11, time: 1.111, data_time: 0.006, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6201, loss_cls: 2.8517, loss: 2.8517, grad_norm: 1.3468 2020-08-01 23:18:56,232 - mmaction - INFO - Epoch [117][240/940] lr: 2.293e-01, eta: 1 day, 14:27:49, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3660, top5_acc: 0.6100, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.3869 2020-08-01 23:19:17,459 - mmaction - INFO - Epoch [117][260/940] lr: 2.293e-01, eta: 1 day, 14:27:28, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6021, loss_cls: 2.9413, loss: 2.9413, grad_norm: 1.4024 2020-08-01 23:19:38,452 - mmaction - INFO - Epoch [117][280/940] lr: 2.293e-01, eta: 1 day, 14:27:07, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3521, top5_acc: 0.5971, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.3939 2020-08-01 23:19:59,438 - mmaction - INFO - Epoch [117][300/940] lr: 2.293e-01, eta: 1 day, 14:26:45, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6143, loss_cls: 2.8771, loss: 2.8771, grad_norm: 1.3661 2020-08-01 23:20:20,461 - mmaction - INFO - Epoch [117][320/940] lr: 2.293e-01, eta: 1 day, 14:26:24, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3572, top5_acc: 0.5969, loss_cls: 2.9589, loss: 2.9589, grad_norm: 1.3893 2020-08-01 23:20:41,522 - mmaction - INFO - Epoch [117][340/940] lr: 2.293e-01, eta: 1 day, 14:26:03, time: 1.051, data_time: 0.005, memory: 6199, top1_acc: 0.3615, top5_acc: 0.6078, loss_cls: 2.9172, loss: 2.9172, grad_norm: 1.3791 2020-08-01 23:21:02,250 - mmaction - INFO - Epoch [117][360/940] lr: 2.293e-01, eta: 1 day, 14:25:42, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6064, loss_cls: 2.9230, loss: 2.9230, grad_norm: 1.3986 2020-08-01 23:21:23,378 - mmaction - INFO - Epoch [117][380/940] lr: 2.293e-01, eta: 1 day, 14:25:21, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3535, top5_acc: 0.5975, loss_cls: 2.9704, loss: 2.9704, grad_norm: 1.3836 2020-08-01 23:21:44,167 - mmaction - INFO - Epoch [117][400/940] lr: 2.293e-01, eta: 1 day, 14:24:59, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6191, loss_cls: 2.8808, loss: 2.8808, grad_norm: 1.3707 2020-08-01 23:22:04,790 - mmaction - INFO - Epoch [117][420/940] lr: 2.293e-01, eta: 1 day, 14:24:38, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6031, loss_cls: 2.9296, loss: 2.9296, grad_norm: 1.3986 2020-08-01 23:22:24,739 - mmaction - INFO - Epoch [117][440/940] lr: 2.293e-01, eta: 1 day, 14:24:15, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6107, loss_cls: 2.9244, loss: 2.9244, grad_norm: 1.3635 2020-08-01 23:22:45,466 - mmaction - INFO - Epoch [117][460/940] lr: 2.293e-01, eta: 1 day, 14:23:54, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6197, loss_cls: 2.9003, loss: 2.9003, grad_norm: 1.4050 2020-08-01 23:23:06,320 - mmaction - INFO - Epoch [117][480/940] lr: 2.293e-01, eta: 1 day, 14:23:32, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3523, top5_acc: 0.6035, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.4099 2020-08-01 23:23:26,541 - mmaction - INFO - Epoch [117][500/940] lr: 2.293e-01, eta: 1 day, 14:23:10, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6074, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.3700 2020-08-01 23:23:46,811 - mmaction - INFO - Epoch [117][520/940] lr: 2.293e-01, eta: 1 day, 14:22:48, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6090, loss_cls: 2.9588, loss: 2.9588, grad_norm: 1.3894 2020-08-01 23:24:08,092 - mmaction - INFO - Epoch [117][540/940] lr: 2.293e-01, eta: 1 day, 14:22:27, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6023, loss_cls: 2.9349, loss: 2.9349, grad_norm: 1.3917 2020-08-01 23:24:28,318 - mmaction - INFO - Epoch [117][560/940] lr: 2.293e-01, eta: 1 day, 14:22:05, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6148, loss_cls: 2.8827, loss: 2.8827, grad_norm: 1.3822 2020-08-01 23:24:49,180 - mmaction - INFO - Epoch [117][580/940] lr: 2.293e-01, eta: 1 day, 14:21:44, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6100, loss_cls: 2.8980, loss: 2.8980, grad_norm: 1.3872 2020-08-01 23:25:09,174 - mmaction - INFO - Epoch [117][600/940] lr: 2.293e-01, eta: 1 day, 14:21:22, time: 1.000, data_time: 0.003, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6131, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.4027 2020-08-01 23:25:29,504 - mmaction - INFO - Epoch [117][620/940] lr: 2.293e-01, eta: 1 day, 14:20:59, time: 1.013, data_time: 0.002, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5980, loss_cls: 2.9500, loss: 2.9500, grad_norm: 1.3906 2020-08-01 23:25:50,115 - mmaction - INFO - Epoch [117][640/940] lr: 2.293e-01, eta: 1 day, 14:20:38, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6221, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.3458 2020-08-01 23:26:10,538 - mmaction - INFO - Epoch [117][660/940] lr: 2.293e-01, eta: 1 day, 14:20:16, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3580, top5_acc: 0.6186, loss_cls: 2.8997, loss: 2.8997, grad_norm: 1.3869 2020-08-01 23:26:31,366 - mmaction - INFO - Epoch [117][680/940] lr: 2.293e-01, eta: 1 day, 14:19:55, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6094, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.4018 2020-08-01 23:26:51,518 - mmaction - INFO - Epoch [117][700/940] lr: 2.293e-01, eta: 1 day, 14:19:32, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3443, top5_acc: 0.5949, loss_cls: 2.9866, loss: 2.9866, grad_norm: 1.3828 2020-08-01 23:27:12,193 - mmaction - INFO - Epoch [117][720/940] lr: 2.293e-01, eta: 1 day, 14:19:11, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3482, top5_acc: 0.6000, loss_cls: 2.9677, loss: 2.9677, grad_norm: 1.3711 2020-08-01 23:27:32,404 - mmaction - INFO - Epoch [117][740/940] lr: 2.293e-01, eta: 1 day, 14:18:49, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6184, loss_cls: 2.8939, loss: 2.8939, grad_norm: 1.3827 2020-08-01 23:27:52,753 - mmaction - INFO - Epoch [117][760/940] lr: 2.293e-01, eta: 1 day, 14:18:27, time: 1.015, data_time: 0.002, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6182, loss_cls: 2.8787, loss: 2.8787, grad_norm: 1.3559 2020-08-01 23:28:13,390 - mmaction - INFO - Epoch [117][780/940] lr: 2.293e-01, eta: 1 day, 14:18:05, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6092, loss_cls: 2.9052, loss: 2.9052, grad_norm: 1.3812 2020-08-01 23:28:33,700 - mmaction - INFO - Epoch [117][800/940] lr: 2.293e-01, eta: 1 day, 14:17:43, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6082, loss_cls: 2.9204, loss: 2.9204, grad_norm: 1.3671 2020-08-01 23:28:54,222 - mmaction - INFO - Epoch [117][820/940] lr: 2.293e-01, eta: 1 day, 14:17:21, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3561, top5_acc: 0.6055, loss_cls: 2.9525, loss: 2.9525, grad_norm: 1.3883 2020-08-01 23:29:14,323 - mmaction - INFO - Epoch [117][840/940] lr: 2.293e-01, eta: 1 day, 14:16:59, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6152, loss_cls: 2.8805, loss: 2.8805, grad_norm: 1.4003 2020-08-01 23:29:34,651 - mmaction - INFO - Epoch [117][860/940] lr: 2.293e-01, eta: 1 day, 14:16:37, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6164, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.3904 2020-08-01 23:29:55,801 - mmaction - INFO - Epoch [117][880/940] lr: 2.293e-01, eta: 1 day, 14:16:16, time: 1.060, data_time: 0.010, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6104, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.3737 2020-08-01 23:30:16,146 - mmaction - INFO - Epoch [117][900/940] lr: 2.293e-01, eta: 1 day, 14:15:54, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6137, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.4094 2020-08-01 23:30:36,440 - mmaction - INFO - Epoch [117][920/940] lr: 2.293e-01, eta: 1 day, 14:15:32, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6223, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.3710 2020-08-01 23:30:55,724 - mmaction - INFO - Epoch [117][940/940] lr: 2.293e-01, eta: 1 day, 14:15:09, time: 0.965, data_time: 0.009, memory: 6199, top1_acc: 0.3606, top5_acc: 0.6043, loss_cls: 2.9641, loss: 2.9641, grad_norm: 1.3854 2020-08-01 23:31:26,900 - mmaction - INFO - Epoch [118][20/940] lr: 2.269e-01, eta: 1 day, 14:14:59, time: 1.537, data_time: 0.458, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6209, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.3993 2020-08-01 23:31:46,758 - mmaction - INFO - Epoch [118][40/940] lr: 2.269e-01, eta: 1 day, 14:14:37, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.3738, top5_acc: 0.6188, loss_cls: 2.8716, loss: 2.8716, grad_norm: 1.4001 2020-08-01 23:32:06,863 - mmaction - INFO - Epoch [118][60/940] lr: 2.269e-01, eta: 1 day, 14:14:15, time: 1.005, data_time: 0.004, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6174, loss_cls: 2.9123, loss: 2.9123, grad_norm: 1.3986 2020-08-01 23:32:27,075 - mmaction - INFO - Epoch [118][80/940] lr: 2.269e-01, eta: 1 day, 14:13:53, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6057, loss_cls: 2.9321, loss: 2.9321, grad_norm: 1.4009 2020-08-01 23:32:48,251 - mmaction - INFO - Epoch [118][100/940] lr: 2.269e-01, eta: 1 day, 14:13:32, time: 1.060, data_time: 0.003, memory: 6199, top1_acc: 0.3629, top5_acc: 0.6139, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.3935 2020-08-01 23:33:08,950 - mmaction - INFO - Epoch [118][120/940] lr: 2.269e-01, eta: 1 day, 14:13:10, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9275, loss: 2.9275, grad_norm: 1.3636 2020-08-01 23:33:29,038 - mmaction - INFO - Epoch [118][140/940] lr: 2.269e-01, eta: 1 day, 14:12:48, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6080, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.3883 2020-08-01 23:33:49,854 - mmaction - INFO - Epoch [118][160/940] lr: 2.269e-01, eta: 1 day, 14:12:27, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6176, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.3866 2020-08-01 23:34:09,834 - mmaction - INFO - Epoch [118][180/940] lr: 2.269e-01, eta: 1 day, 14:12:04, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.3689, top5_acc: 0.6172, loss_cls: 2.8531, loss: 2.8531, grad_norm: 1.4069 2020-08-01 23:34:30,089 - mmaction - INFO - Epoch [118][200/940] lr: 2.269e-01, eta: 1 day, 14:11:42, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6061, loss_cls: 2.9466, loss: 2.9466, grad_norm: 1.3965 2020-08-01 23:34:50,236 - mmaction - INFO - Epoch [118][220/940] lr: 2.269e-01, eta: 1 day, 14:11:20, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.3605, top5_acc: 0.6164, loss_cls: 2.8853, loss: 2.8853, grad_norm: 1.3762 2020-08-01 23:35:11,092 - mmaction - INFO - Epoch [118][240/940] lr: 2.269e-01, eta: 1 day, 14:10:59, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3662, top5_acc: 0.6121, loss_cls: 2.8869, loss: 2.8869, grad_norm: 1.3532 2020-08-01 23:35:31,337 - mmaction - INFO - Epoch [118][260/940] lr: 2.269e-01, eta: 1 day, 14:10:37, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6166, loss_cls: 2.8818, loss: 2.8818, grad_norm: 1.3809 2020-08-01 23:35:51,517 - mmaction - INFO - Epoch [118][280/940] lr: 2.269e-01, eta: 1 day, 14:10:14, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.3688, top5_acc: 0.6127, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.3852 2020-08-01 23:36:11,840 - mmaction - INFO - Epoch [118][300/940] lr: 2.269e-01, eta: 1 day, 14:09:52, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6273, loss_cls: 2.8327, loss: 2.8327, grad_norm: 1.3950 2020-08-01 23:36:32,885 - mmaction - INFO - Epoch [118][320/940] lr: 2.269e-01, eta: 1 day, 14:09:31, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3488, top5_acc: 0.6043, loss_cls: 2.9548, loss: 2.9548, grad_norm: 1.4098 2020-08-01 23:36:53,853 - mmaction - INFO - Epoch [118][340/940] lr: 2.269e-01, eta: 1 day, 14:09:10, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6088, loss_cls: 2.9091, loss: 2.9091, grad_norm: 1.3561 2020-08-01 23:37:13,865 - mmaction - INFO - Epoch [118][360/940] lr: 2.269e-01, eta: 1 day, 14:08:48, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6197, loss_cls: 2.8709, loss: 2.8709, grad_norm: 1.3893 2020-08-01 23:37:35,285 - mmaction - INFO - Epoch [118][380/940] lr: 2.269e-01, eta: 1 day, 14:08:27, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6121, loss_cls: 2.9093, loss: 2.9093, grad_norm: 1.4077 2020-08-01 23:37:56,945 - mmaction - INFO - Epoch [118][400/940] lr: 2.269e-01, eta: 1 day, 14:08:07, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6012, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.3953 2020-08-01 23:38:17,829 - mmaction - INFO - Epoch [118][420/940] lr: 2.269e-01, eta: 1 day, 14:07:45, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6096, loss_cls: 2.9057, loss: 2.9057, grad_norm: 1.3713 2020-08-01 23:38:38,837 - mmaction - INFO - Epoch [118][440/940] lr: 2.269e-01, eta: 1 day, 14:07:24, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6109, loss_cls: 2.9011, loss: 2.9011, grad_norm: 1.4097 2020-08-01 23:39:00,732 - mmaction - INFO - Epoch [118][460/940] lr: 2.269e-01, eta: 1 day, 14:07:04, time: 1.096, data_time: 0.007, memory: 6199, top1_acc: 0.3443, top5_acc: 0.6027, loss_cls: 2.9617, loss: 2.9617, grad_norm: 1.3970 2020-08-01 23:39:21,860 - mmaction - INFO - Epoch [118][480/940] lr: 2.269e-01, eta: 1 day, 14:06:43, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6234, loss_cls: 2.8792, loss: 2.8792, grad_norm: 1.4015 2020-08-01 23:39:42,483 - mmaction - INFO - Epoch [118][500/940] lr: 2.269e-01, eta: 1 day, 14:06:21, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.8851, loss: 2.8851, grad_norm: 1.4036 2020-08-01 23:40:04,024 - mmaction - INFO - Epoch [118][520/940] lr: 2.269e-01, eta: 1 day, 14:06:01, time: 1.076, data_time: 0.006, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6025, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.3821 2020-08-01 23:40:25,274 - mmaction - INFO - Epoch [118][540/940] lr: 2.269e-01, eta: 1 day, 14:05:40, time: 1.062, data_time: 0.004, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6062, loss_cls: 2.9348, loss: 2.9348, grad_norm: 1.4017 2020-08-01 23:40:46,847 - mmaction - INFO - Epoch [118][560/940] lr: 2.269e-01, eta: 1 day, 14:05:19, time: 1.077, data_time: 0.009, memory: 6199, top1_acc: 0.3535, top5_acc: 0.6123, loss_cls: 2.9157, loss: 2.9157, grad_norm: 1.3806 2020-08-01 23:41:07,581 - mmaction - INFO - Epoch [118][580/940] lr: 2.269e-01, eta: 1 day, 14:04:58, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6227, loss_cls: 2.8652, loss: 2.8652, grad_norm: 1.4014 2020-08-01 23:41:29,365 - mmaction - INFO - Epoch [118][600/940] lr: 2.269e-01, eta: 1 day, 14:04:38, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6131, loss_cls: 2.9083, loss: 2.9083, grad_norm: 1.3739 2020-08-01 23:41:51,115 - mmaction - INFO - Epoch [118][620/940] lr: 2.269e-01, eta: 1 day, 14:04:17, time: 1.086, data_time: 0.003, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6092, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.3825 2020-08-01 23:42:11,590 - mmaction - INFO - Epoch [118][640/940] lr: 2.269e-01, eta: 1 day, 14:03:56, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6115, loss_cls: 2.9356, loss: 2.9356, grad_norm: 1.3980 2020-08-01 23:42:32,217 - mmaction - INFO - Epoch [118][660/940] lr: 2.269e-01, eta: 1 day, 14:03:34, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3477, top5_acc: 0.5982, loss_cls: 2.9751, loss: 2.9751, grad_norm: 1.3737 2020-08-01 23:42:52,551 - mmaction - INFO - Epoch [118][680/940] lr: 2.269e-01, eta: 1 day, 14:03:12, time: 1.016, data_time: 0.002, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6141, loss_cls: 2.9367, loss: 2.9367, grad_norm: 1.3761 2020-08-01 23:43:13,297 - mmaction - INFO - Epoch [118][700/940] lr: 2.269e-01, eta: 1 day, 14:02:51, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3588, top5_acc: 0.6039, loss_cls: 2.9437, loss: 2.9437, grad_norm: 1.3779 2020-08-01 23:43:33,401 - mmaction - INFO - Epoch [118][720/940] lr: 2.269e-01, eta: 1 day, 14:02:28, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6127, loss_cls: 2.8992, loss: 2.8992, grad_norm: 1.3813 2020-08-01 23:43:54,541 - mmaction - INFO - Epoch [118][740/940] lr: 2.269e-01, eta: 1 day, 14:02:07, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6184, loss_cls: 2.9029, loss: 2.9029, grad_norm: 1.4023 2020-08-01 23:44:15,054 - mmaction - INFO - Epoch [118][760/940] lr: 2.269e-01, eta: 1 day, 14:01:46, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3453, top5_acc: 0.6012, loss_cls: 2.9671, loss: 2.9671, grad_norm: 1.4291 2020-08-01 23:44:35,459 - mmaction - INFO - Epoch [118][780/940] lr: 2.269e-01, eta: 1 day, 14:01:24, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3580, top5_acc: 0.6162, loss_cls: 2.9213, loss: 2.9213, grad_norm: 1.4069 2020-08-01 23:44:55,347 - mmaction - INFO - Epoch [118][800/940] lr: 2.269e-01, eta: 1 day, 14:01:01, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6084, loss_cls: 2.9449, loss: 2.9449, grad_norm: 1.4101 2020-08-01 23:45:15,956 - mmaction - INFO - Epoch [118][820/940] lr: 2.269e-01, eta: 1 day, 14:00:40, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6107, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.4151 2020-08-01 23:45:36,264 - mmaction - INFO - Epoch [118][840/940] lr: 2.269e-01, eta: 1 day, 14:00:18, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6158, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.4058 2020-08-01 23:45:57,248 - mmaction - INFO - Epoch [118][860/940] lr: 2.269e-01, eta: 1 day, 13:59:56, time: 1.047, data_time: 0.010, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6092, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.3572 2020-08-01 23:46:17,940 - mmaction - INFO - Epoch [118][880/940] lr: 2.269e-01, eta: 1 day, 13:59:35, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6143, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.3861 2020-08-01 23:46:39,320 - mmaction - INFO - Epoch [118][900/940] lr: 2.269e-01, eta: 1 day, 13:59:14, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6062, loss_cls: 2.9402, loss: 2.9402, grad_norm: 1.3886 2020-08-01 23:47:00,778 - mmaction - INFO - Epoch [118][920/940] lr: 2.269e-01, eta: 1 day, 13:58:54, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6078, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.3788 2020-08-01 23:47:20,449 - mmaction - INFO - Epoch [118][940/940] lr: 2.269e-01, eta: 1 day, 13:58:31, time: 0.982, data_time: 0.005, memory: 6199, top1_acc: 0.3527, top5_acc: 0.6017, loss_cls: 2.9549, loss: 2.9549, grad_norm: 1.3941 2020-08-01 23:47:51,553 - mmaction - INFO - Epoch [119][20/940] lr: 2.245e-01, eta: 1 day, 13:58:21, time: 1.533, data_time: 0.415, memory: 6199, top1_acc: 0.3586, top5_acc: 0.6115, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.3892 2020-08-01 23:48:11,825 - mmaction - INFO - Epoch [119][40/940] lr: 2.245e-01, eta: 1 day, 13:57:59, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6160, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.3670 2020-08-01 23:48:31,944 - mmaction - INFO - Epoch [119][60/940] lr: 2.245e-01, eta: 1 day, 13:57:37, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6297, loss_cls: 2.8438, loss: 2.8438, grad_norm: 1.3657 2020-08-01 23:48:53,901 - mmaction - INFO - Epoch [119][80/940] lr: 2.245e-01, eta: 1 day, 13:57:17, time: 1.096, data_time: 0.008, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6252, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.3779 2020-08-01 23:49:16,045 - mmaction - INFO - Epoch [119][100/940] lr: 2.245e-01, eta: 1 day, 13:56:57, time: 1.111, data_time: 0.007, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6254, loss_cls: 2.8306, loss: 2.8306, grad_norm: 1.4033 2020-08-01 23:49:37,059 - mmaction - INFO - Epoch [119][120/940] lr: 2.245e-01, eta: 1 day, 13:56:36, time: 1.049, data_time: 0.003, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6105, loss_cls: 2.9151, loss: 2.9151, grad_norm: 1.4022 2020-08-01 23:49:57,918 - mmaction - INFO - Epoch [119][140/940] lr: 2.245e-01, eta: 1 day, 13:56:14, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3615, top5_acc: 0.6148, loss_cls: 2.9160, loss: 2.9160, grad_norm: 1.3801 2020-08-01 23:50:18,670 - mmaction - INFO - Epoch [119][160/940] lr: 2.245e-01, eta: 1 day, 13:55:53, time: 1.033, data_time: 0.003, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6238, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.3830 2020-08-01 23:50:40,668 - mmaction - INFO - Epoch [119][180/940] lr: 2.245e-01, eta: 1 day, 13:55:33, time: 1.101, data_time: 0.012, memory: 6199, top1_acc: 0.3666, top5_acc: 0.6189, loss_cls: 2.8685, loss: 2.8685, grad_norm: 1.3868 2020-08-01 23:51:01,016 - mmaction - INFO - Epoch [119][200/940] lr: 2.245e-01, eta: 1 day, 13:55:11, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6209, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.3937 2020-08-01 23:51:22,365 - mmaction - INFO - Epoch [119][220/940] lr: 2.245e-01, eta: 1 day, 13:54:50, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3646, top5_acc: 0.6176, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.4112 2020-08-01 23:51:44,758 - mmaction - INFO - Epoch [119][240/940] lr: 2.245e-01, eta: 1 day, 13:54:31, time: 1.122, data_time: 0.007, memory: 6199, top1_acc: 0.3529, top5_acc: 0.6137, loss_cls: 2.9171, loss: 2.9171, grad_norm: 1.3989 2020-08-01 23:52:06,042 - mmaction - INFO - Epoch [119][260/940] lr: 2.245e-01, eta: 1 day, 13:54:10, time: 1.064, data_time: 0.005, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6100, loss_cls: 2.9074, loss: 2.9074, grad_norm: 1.3692 2020-08-01 23:52:26,657 - mmaction - INFO - Epoch [119][280/940] lr: 2.245e-01, eta: 1 day, 13:53:48, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6158, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.3987 2020-08-01 23:52:47,332 - mmaction - INFO - Epoch [119][300/940] lr: 2.245e-01, eta: 1 day, 13:53:27, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6156, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.3774 2020-08-01 23:53:08,100 - mmaction - INFO - Epoch [119][320/940] lr: 2.245e-01, eta: 1 day, 13:53:05, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6219, loss_cls: 2.8858, loss: 2.8858, grad_norm: 1.4146 2020-08-01 23:53:29,625 - mmaction - INFO - Epoch [119][340/940] lr: 2.245e-01, eta: 1 day, 13:52:45, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6180, loss_cls: 2.8847, loss: 2.8847, grad_norm: 1.3958 2020-08-01 23:53:51,244 - mmaction - INFO - Epoch [119][360/940] lr: 2.245e-01, eta: 1 day, 13:52:24, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9493, loss: 2.9493, grad_norm: 1.3784 2020-08-01 23:54:12,496 - mmaction - INFO - Epoch [119][380/940] lr: 2.245e-01, eta: 1 day, 13:52:03, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6184, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.3990 2020-08-01 23:54:33,150 - mmaction - INFO - Epoch [119][400/940] lr: 2.245e-01, eta: 1 day, 13:51:42, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3693, top5_acc: 0.6119, loss_cls: 2.8658, loss: 2.8658, grad_norm: 1.3932 2020-08-01 23:54:54,186 - mmaction - INFO - Epoch [119][420/940] lr: 2.245e-01, eta: 1 day, 13:51:21, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6199, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.4040 2020-08-01 23:55:14,820 - mmaction - INFO - Epoch [119][440/940] lr: 2.245e-01, eta: 1 day, 13:50:59, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6055, loss_cls: 2.9347, loss: 2.9347, grad_norm: 1.4128 2020-08-01 23:55:36,600 - mmaction - INFO - Epoch [119][460/940] lr: 2.245e-01, eta: 1 day, 13:50:39, time: 1.086, data_time: 0.006, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6180, loss_cls: 2.9004, loss: 2.9004, grad_norm: 1.3894 2020-08-01 23:55:59,245 - mmaction - INFO - Epoch [119][480/940] lr: 2.245e-01, eta: 1 day, 13:50:20, time: 1.135, data_time: 0.008, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6186, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.3800 2020-08-01 23:56:19,999 - mmaction - INFO - Epoch [119][500/940] lr: 2.245e-01, eta: 1 day, 13:49:58, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6010, loss_cls: 2.9443, loss: 2.9443, grad_norm: 1.3853 2020-08-01 23:56:40,800 - mmaction - INFO - Epoch [119][520/940] lr: 2.245e-01, eta: 1 day, 13:49:37, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9406, loss: 2.9406, grad_norm: 1.3993 2020-08-01 23:57:02,116 - mmaction - INFO - Epoch [119][540/940] lr: 2.245e-01, eta: 1 day, 13:49:16, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6111, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.3701 2020-08-01 23:57:23,197 - mmaction - INFO - Epoch [119][560/940] lr: 2.245e-01, eta: 1 day, 13:48:55, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6113, loss_cls: 2.9105, loss: 2.9105, grad_norm: 1.3916 2020-08-01 23:57:43,404 - mmaction - INFO - Epoch [119][580/940] lr: 2.245e-01, eta: 1 day, 13:48:33, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6271, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.3708 2020-08-01 23:58:04,925 - mmaction - INFO - Epoch [119][600/940] lr: 2.245e-01, eta: 1 day, 13:48:12, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6117, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.4246 2020-08-01 23:58:26,483 - mmaction - INFO - Epoch [119][620/940] lr: 2.245e-01, eta: 1 day, 13:47:52, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.3512, top5_acc: 0.6006, loss_cls: 2.9634, loss: 2.9634, grad_norm: 1.4083 2020-08-01 23:58:47,655 - mmaction - INFO - Epoch [119][640/940] lr: 2.245e-01, eta: 1 day, 13:47:31, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6057, loss_cls: 2.9190, loss: 2.9190, grad_norm: 1.3658 2020-08-01 23:59:07,675 - mmaction - INFO - Epoch [119][660/940] lr: 2.245e-01, eta: 1 day, 13:47:08, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6061, loss_cls: 2.8825, loss: 2.8825, grad_norm: 1.3776 2020-08-01 23:59:28,555 - mmaction - INFO - Epoch [119][680/940] lr: 2.245e-01, eta: 1 day, 13:46:47, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6217, loss_cls: 2.8880, loss: 2.8880, grad_norm: 1.4161 2020-08-01 23:59:50,110 - mmaction - INFO - Epoch [119][700/940] lr: 2.245e-01, eta: 1 day, 13:46:26, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3572, top5_acc: 0.6031, loss_cls: 2.9324, loss: 2.9324, grad_norm: 1.3671 2020-08-02 00:00:15,245 - mmaction - INFO - Epoch [119][720/940] lr: 2.245e-01, eta: 1 day, 13:46:10, time: 1.251, data_time: 0.007, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6162, loss_cls: 2.8908, loss: 2.8908, grad_norm: 1.3701 2020-08-02 00:00:35,961 - mmaction - INFO - Epoch [119][740/940] lr: 2.245e-01, eta: 1 day, 13:45:48, time: 1.043, data_time: 0.024, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6107, loss_cls: 2.8961, loss: 2.8961, grad_norm: 1.3693 2020-08-02 00:00:56,364 - mmaction - INFO - Epoch [119][760/940] lr: 2.245e-01, eta: 1 day, 13:45:27, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3564, top5_acc: 0.6162, loss_cls: 2.8767, loss: 2.8767, grad_norm: 1.3934 2020-08-02 00:01:17,491 - mmaction - INFO - Epoch [119][780/940] lr: 2.245e-01, eta: 1 day, 13:45:06, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6057, loss_cls: 2.9179, loss: 2.9179, grad_norm: 1.4091 2020-08-02 00:01:38,424 - mmaction - INFO - Epoch [119][800/940] lr: 2.245e-01, eta: 1 day, 13:44:44, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3441, top5_acc: 0.5949, loss_cls: 2.9964, loss: 2.9964, grad_norm: 1.3864 2020-08-02 00:01:58,730 - mmaction - INFO - Epoch [119][820/940] lr: 2.245e-01, eta: 1 day, 13:44:22, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6180, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.3652 2020-08-02 00:02:20,409 - mmaction - INFO - Epoch [119][840/940] lr: 2.245e-01, eta: 1 day, 13:44:02, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6006, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.4039 2020-08-02 00:02:41,031 - mmaction - INFO - Epoch [119][860/940] lr: 2.245e-01, eta: 1 day, 13:43:40, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.3646, top5_acc: 0.6113, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.3740 2020-08-02 00:03:02,326 - mmaction - INFO - Epoch [119][880/940] lr: 2.245e-01, eta: 1 day, 13:43:20, time: 1.065, data_time: 0.002, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6135, loss_cls: 2.8839, loss: 2.8839, grad_norm: 1.3898 2020-08-02 00:03:23,190 - mmaction - INFO - Epoch [119][900/940] lr: 2.245e-01, eta: 1 day, 13:42:58, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6182, loss_cls: 2.8821, loss: 2.8821, grad_norm: 1.3826 2020-08-02 00:03:44,401 - mmaction - INFO - Epoch [119][920/940] lr: 2.245e-01, eta: 1 day, 13:42:37, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3629, top5_acc: 0.6141, loss_cls: 2.8959, loss: 2.8959, grad_norm: 1.3831 2020-08-02 00:04:04,525 - mmaction - INFO - Epoch [119][940/940] lr: 2.245e-01, eta: 1 day, 13:42:15, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6144, loss_cls: 2.9095, loss: 2.9095, grad_norm: 1.3979 2020-08-02 00:04:37,572 - mmaction - INFO - Epoch [120][20/940] lr: 2.220e-01, eta: 1 day, 13:42:07, time: 1.629, data_time: 0.618, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6174, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.4311 2020-08-02 00:04:58,227 - mmaction - INFO - Epoch [120][40/940] lr: 2.220e-01, eta: 1 day, 13:41:46, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6162, loss_cls: 2.9132, loss: 2.9132, grad_norm: 1.3773 2020-08-02 00:05:19,501 - mmaction - INFO - Epoch [120][60/940] lr: 2.220e-01, eta: 1 day, 13:41:25, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6305, loss_cls: 2.8170, loss: 2.8170, grad_norm: 1.4107 2020-08-02 00:05:41,024 - mmaction - INFO - Epoch [120][80/940] lr: 2.220e-01, eta: 1 day, 13:41:04, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6248, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.4019 2020-08-02 00:06:02,209 - mmaction - INFO - Epoch [120][100/940] lr: 2.220e-01, eta: 1 day, 13:40:43, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6211, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.3922 2020-08-02 00:06:22,472 - mmaction - INFO - Epoch [120][120/940] lr: 2.220e-01, eta: 1 day, 13:40:21, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6189, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.4023 2020-08-02 00:06:43,955 - mmaction - INFO - Epoch [120][140/940] lr: 2.220e-01, eta: 1 day, 13:40:01, time: 1.073, data_time: 0.005, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6174, loss_cls: 2.8937, loss: 2.8937, grad_norm: 1.4230 2020-08-02 00:07:05,616 - mmaction - INFO - Epoch [120][160/940] lr: 2.220e-01, eta: 1 day, 13:39:40, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3586, top5_acc: 0.6053, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.4029 2020-08-02 00:07:26,517 - mmaction - INFO - Epoch [120][180/940] lr: 2.220e-01, eta: 1 day, 13:39:19, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6223, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.4381 2020-08-02 00:07:47,635 - mmaction - INFO - Epoch [120][200/940] lr: 2.220e-01, eta: 1 day, 13:38:58, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6193, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.3832 2020-08-02 00:08:08,382 - mmaction - INFO - Epoch [120][220/940] lr: 2.220e-01, eta: 1 day, 13:38:36, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6090, loss_cls: 2.8999, loss: 2.8999, grad_norm: 1.4141 2020-08-02 00:08:29,435 - mmaction - INFO - Epoch [120][240/940] lr: 2.220e-01, eta: 1 day, 13:38:15, time: 1.052, data_time: 0.003, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6139, loss_cls: 2.9133, loss: 2.9133, grad_norm: 1.4371 2020-08-02 00:08:50,536 - mmaction - INFO - Epoch [120][260/940] lr: 2.220e-01, eta: 1 day, 13:37:54, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6096, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.4176 2020-08-02 00:09:10,681 - mmaction - INFO - Epoch [120][280/940] lr: 2.220e-01, eta: 1 day, 13:37:32, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6217, loss_cls: 2.8614, loss: 2.8614, grad_norm: 1.3931 2020-08-02 00:09:31,586 - mmaction - INFO - Epoch [120][300/940] lr: 2.220e-01, eta: 1 day, 13:37:11, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6141, loss_cls: 2.9177, loss: 2.9177, grad_norm: 1.4040 2020-08-02 00:09:53,611 - mmaction - INFO - Epoch [120][320/940] lr: 2.220e-01, eta: 1 day, 13:36:51, time: 1.098, data_time: 0.006, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6252, loss_cls: 2.8643, loss: 2.8643, grad_norm: 1.3713 2020-08-02 00:10:14,229 - mmaction - INFO - Epoch [120][340/940] lr: 2.220e-01, eta: 1 day, 13:36:29, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6127, loss_cls: 2.9440, loss: 2.9440, grad_norm: 1.3885 2020-08-02 00:10:35,731 - mmaction - INFO - Epoch [120][360/940] lr: 2.220e-01, eta: 1 day, 13:36:09, time: 1.080, data_time: 0.010, memory: 6199, top1_acc: 0.3574, top5_acc: 0.6141, loss_cls: 2.9156, loss: 2.9156, grad_norm: 1.4073 2020-08-02 00:10:57,260 - mmaction - INFO - Epoch [120][380/940] lr: 2.220e-01, eta: 1 day, 13:35:48, time: 1.073, data_time: 0.005, memory: 6199, top1_acc: 0.3543, top5_acc: 0.6182, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.4087 2020-08-02 00:11:18,232 - mmaction - INFO - Epoch [120][400/940] lr: 2.220e-01, eta: 1 day, 13:35:27, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6100, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.4072 2020-08-02 00:11:39,294 - mmaction - INFO - Epoch [120][420/940] lr: 2.220e-01, eta: 1 day, 13:35:06, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6086, loss_cls: 2.9360, loss: 2.9360, grad_norm: 1.3865 2020-08-02 00:11:59,505 - mmaction - INFO - Epoch [120][440/940] lr: 2.220e-01, eta: 1 day, 13:34:44, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6174, loss_cls: 2.8737, loss: 2.8737, grad_norm: 1.3979 2020-08-02 00:12:21,733 - mmaction - INFO - Epoch [120][460/940] lr: 2.220e-01, eta: 1 day, 13:34:24, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6334, loss_cls: 2.8608, loss: 2.8608, grad_norm: 1.3671 2020-08-02 00:12:42,660 - mmaction - INFO - Epoch [120][480/940] lr: 2.220e-01, eta: 1 day, 13:34:03, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6312, loss_cls: 2.8383, loss: 2.8383, grad_norm: 1.3932 2020-08-02 00:13:04,273 - mmaction - INFO - Epoch [120][500/940] lr: 2.220e-01, eta: 1 day, 13:33:42, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3586, top5_acc: 0.6207, loss_cls: 2.8896, loss: 2.8896, grad_norm: 1.4162 2020-08-02 00:13:24,265 - mmaction - INFO - Epoch [120][520/940] lr: 2.220e-01, eta: 1 day, 13:33:20, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6201, loss_cls: 2.8786, loss: 2.8786, grad_norm: 1.4092 2020-08-02 00:13:45,437 - mmaction - INFO - Epoch [120][540/940] lr: 2.220e-01, eta: 1 day, 13:32:59, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6244, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.3992 2020-08-02 00:14:07,343 - mmaction - INFO - Epoch [120][560/940] lr: 2.220e-01, eta: 1 day, 13:32:39, time: 1.091, data_time: 0.009, memory: 6199, top1_acc: 0.3549, top5_acc: 0.6100, loss_cls: 2.9538, loss: 2.9538, grad_norm: 1.3856 2020-08-02 00:14:28,483 - mmaction - INFO - Epoch [120][580/940] lr: 2.220e-01, eta: 1 day, 13:32:18, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6035, loss_cls: 2.9353, loss: 2.9353, grad_norm: 1.3981 2020-08-02 00:14:49,803 - mmaction - INFO - Epoch [120][600/940] lr: 2.220e-01, eta: 1 day, 13:31:57, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6160, loss_cls: 2.8717, loss: 2.8717, grad_norm: 1.4028 2020-08-02 00:15:10,296 - mmaction - INFO - Epoch [120][620/940] lr: 2.220e-01, eta: 1 day, 13:31:35, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6137, loss_cls: 2.9141, loss: 2.9141, grad_norm: 1.3956 2020-08-02 00:15:31,442 - mmaction - INFO - Epoch [120][640/940] lr: 2.220e-01, eta: 1 day, 13:31:14, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6164, loss_cls: 2.8773, loss: 2.8773, grad_norm: 1.3790 2020-08-02 00:15:52,532 - mmaction - INFO - Epoch [120][660/940] lr: 2.220e-01, eta: 1 day, 13:30:53, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3592, top5_acc: 0.6041, loss_cls: 2.9559, loss: 2.9559, grad_norm: 1.4112 2020-08-02 00:16:13,022 - mmaction - INFO - Epoch [120][680/940] lr: 2.220e-01, eta: 1 day, 13:30:31, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6193, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.3917 2020-08-02 00:16:35,409 - mmaction - INFO - Epoch [120][700/940] lr: 2.220e-01, eta: 1 day, 13:30:12, time: 1.121, data_time: 0.008, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6113, loss_cls: 2.8788, loss: 2.8788, grad_norm: 1.4366 2020-08-02 00:16:55,720 - mmaction - INFO - Epoch [120][720/940] lr: 2.220e-01, eta: 1 day, 13:29:50, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.3639, top5_acc: 0.6193, loss_cls: 2.8759, loss: 2.8759, grad_norm: 1.4263 2020-08-02 00:17:16,965 - mmaction - INFO - Epoch [120][740/940] lr: 2.220e-01, eta: 1 day, 13:29:29, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.3668, top5_acc: 0.6170, loss_cls: 2.8793, loss: 2.8793, grad_norm: 1.4084 2020-08-02 00:17:38,830 - mmaction - INFO - Epoch [120][760/940] lr: 2.220e-01, eta: 1 day, 13:29:09, time: 1.094, data_time: 0.007, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6178, loss_cls: 2.8916, loss: 2.8916, grad_norm: 1.4071 2020-08-02 00:18:00,717 - mmaction - INFO - Epoch [120][780/940] lr: 2.220e-01, eta: 1 day, 13:28:48, time: 1.094, data_time: 0.005, memory: 6199, top1_acc: 0.3738, top5_acc: 0.6191, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.4011 2020-08-02 00:18:23,346 - mmaction - INFO - Epoch [120][800/940] lr: 2.220e-01, eta: 1 day, 13:28:29, time: 1.127, data_time: 0.003, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6160, loss_cls: 2.8972, loss: 2.8972, grad_norm: 1.4110 2020-08-02 00:18:44,093 - mmaction - INFO - Epoch [120][820/940] lr: 2.220e-01, eta: 1 day, 13:28:08, time: 1.038, data_time: 0.010, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.3895 2020-08-02 00:19:04,786 - mmaction - INFO - Epoch [120][840/940] lr: 2.220e-01, eta: 1 day, 13:27:46, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6082, loss_cls: 2.9453, loss: 2.9453, grad_norm: 1.3685 2020-08-02 00:19:25,598 - mmaction - INFO - Epoch [120][860/940] lr: 2.220e-01, eta: 1 day, 13:27:25, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3584, top5_acc: 0.6137, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.4137 2020-08-02 00:19:46,641 - mmaction - INFO - Epoch [120][880/940] lr: 2.220e-01, eta: 1 day, 13:27:04, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6232, loss_cls: 2.8927, loss: 2.8927, grad_norm: 1.3899 2020-08-02 00:20:08,649 - mmaction - INFO - Epoch [120][900/940] lr: 2.220e-01, eta: 1 day, 13:26:44, time: 1.099, data_time: 0.006, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6127, loss_cls: 2.9060, loss: 2.9060, grad_norm: 1.4054 2020-08-02 00:20:30,106 - mmaction - INFO - Epoch [120][920/940] lr: 2.220e-01, eta: 1 day, 13:26:23, time: 1.074, data_time: 0.004, memory: 6199, top1_acc: 0.3619, top5_acc: 0.6135, loss_cls: 2.8974, loss: 2.8974, grad_norm: 1.3805 2020-08-02 00:20:51,300 - mmaction - INFO - Epoch [120][940/940] lr: 2.220e-01, eta: 1 day, 13:26:02, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6189, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.3973 2020-08-02 00:20:51,658 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-08-02 00:21:21,808 - mmaction - INFO - Epoch [121][20/940] lr: 2.196e-01, eta: 1 day, 13:25:50, time: 1.468, data_time: 0.438, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6236, loss_cls: 2.8565, loss: 2.8565, grad_norm: 1.4147 2020-08-02 00:21:42,222 - mmaction - INFO - Epoch [121][40/940] lr: 2.196e-01, eta: 1 day, 13:25:28, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6162, loss_cls: 2.8679, loss: 2.8679, grad_norm: 1.4293 2020-08-02 00:22:02,828 - mmaction - INFO - Epoch [121][60/940] lr: 2.196e-01, eta: 1 day, 13:25:07, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6162, loss_cls: 2.9012, loss: 2.9012, grad_norm: 1.4125 2020-08-02 00:22:23,779 - mmaction - INFO - Epoch [121][80/940] lr: 2.196e-01, eta: 1 day, 13:24:46, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.3596, top5_acc: 0.6189, loss_cls: 2.8944, loss: 2.8944, grad_norm: 1.3878 2020-08-02 00:22:45,553 - mmaction - INFO - Epoch [121][100/940] lr: 2.196e-01, eta: 1 day, 13:24:25, time: 1.088, data_time: 0.004, memory: 6199, top1_acc: 0.3799, top5_acc: 0.6248, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.4197 2020-08-02 00:23:06,410 - mmaction - INFO - Epoch [121][120/940] lr: 2.196e-01, eta: 1 day, 13:24:04, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6201, loss_cls: 2.8687, loss: 2.8687, grad_norm: 1.3720 2020-08-02 00:23:26,847 - mmaction - INFO - Epoch [121][140/940] lr: 2.196e-01, eta: 1 day, 13:23:42, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6211, loss_cls: 2.8617, loss: 2.8617, grad_norm: 1.3942 2020-08-02 00:23:48,136 - mmaction - INFO - Epoch [121][160/940] lr: 2.196e-01, eta: 1 day, 13:23:21, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3693, top5_acc: 0.6197, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4107 2020-08-02 00:24:09,393 - mmaction - INFO - Epoch [121][180/940] lr: 2.196e-01, eta: 1 day, 13:23:00, time: 1.065, data_time: 0.006, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6227, loss_cls: 2.8437, loss: 2.8437, grad_norm: 1.4070 2020-08-02 00:24:31,329 - mmaction - INFO - Epoch [121][200/940] lr: 2.196e-01, eta: 1 day, 13:22:40, time: 1.095, data_time: 0.006, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6055, loss_cls: 2.9446, loss: 2.9446, grad_norm: 1.3827 2020-08-02 00:24:52,426 - mmaction - INFO - Epoch [121][220/940] lr: 2.196e-01, eta: 1 day, 13:22:19, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3674, top5_acc: 0.6234, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.3922 2020-08-02 00:25:13,915 - mmaction - INFO - Epoch [121][240/940] lr: 2.196e-01, eta: 1 day, 13:21:58, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6094, loss_cls: 2.8971, loss: 2.8971, grad_norm: 1.4139 2020-08-02 00:25:34,126 - mmaction - INFO - Epoch [121][260/940] lr: 2.196e-01, eta: 1 day, 13:21:36, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3604, top5_acc: 0.6127, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.4223 2020-08-02 00:25:55,057 - mmaction - INFO - Epoch [121][280/940] lr: 2.196e-01, eta: 1 day, 13:21:15, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.3785, top5_acc: 0.6240, loss_cls: 2.8610, loss: 2.8610, grad_norm: 1.3734 2020-08-02 00:26:16,073 - mmaction - INFO - Epoch [121][300/940] lr: 2.196e-01, eta: 1 day, 13:20:54, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.3580, top5_acc: 0.6193, loss_cls: 2.8954, loss: 2.8954, grad_norm: 1.4248 2020-08-02 00:26:37,669 - mmaction - INFO - Epoch [121][320/940] lr: 2.196e-01, eta: 1 day, 13:20:33, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6238, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.3944 2020-08-02 00:26:58,464 - mmaction - INFO - Epoch [121][340/940] lr: 2.196e-01, eta: 1 day, 13:20:12, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3689, top5_acc: 0.6201, loss_cls: 2.8343, loss: 2.8343, grad_norm: 1.3979 2020-08-02 00:27:19,570 - mmaction - INFO - Epoch [121][360/940] lr: 2.196e-01, eta: 1 day, 13:19:51, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3529, top5_acc: 0.6062, loss_cls: 2.8876, loss: 2.8876, grad_norm: 1.3990 2020-08-02 00:27:41,845 - mmaction - INFO - Epoch [121][380/940] lr: 2.196e-01, eta: 1 day, 13:19:31, time: 1.112, data_time: 0.007, memory: 6199, top1_acc: 0.3574, top5_acc: 0.6129, loss_cls: 2.8910, loss: 2.8910, grad_norm: 1.4064 2020-08-02 00:28:02,067 - mmaction - INFO - Epoch [121][400/940] lr: 2.196e-01, eta: 1 day, 13:19:09, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6053, loss_cls: 2.9133, loss: 2.9133, grad_norm: 1.4438 2020-08-02 00:28:24,411 - mmaction - INFO - Epoch [121][420/940] lr: 2.196e-01, eta: 1 day, 13:18:50, time: 1.117, data_time: 0.003, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6053, loss_cls: 2.9448, loss: 2.9448, grad_norm: 1.3843 2020-08-02 00:28:46,090 - mmaction - INFO - Epoch [121][440/940] lr: 2.196e-01, eta: 1 day, 13:18:29, time: 1.082, data_time: 0.009, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6174, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.4058 2020-08-02 00:29:07,217 - mmaction - INFO - Epoch [121][460/940] lr: 2.196e-01, eta: 1 day, 13:18:08, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6209, loss_cls: 2.8757, loss: 2.8757, grad_norm: 1.3942 2020-08-02 00:29:27,396 - mmaction - INFO - Epoch [121][480/940] lr: 2.196e-01, eta: 1 day, 13:17:46, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6129, loss_cls: 2.8920, loss: 2.8920, grad_norm: 1.3790 2020-08-02 00:29:49,453 - mmaction - INFO - Epoch [121][500/940] lr: 2.196e-01, eta: 1 day, 13:17:26, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.3660, top5_acc: 0.6135, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.3919 2020-08-02 00:30:10,128 - mmaction - INFO - Epoch [121][520/940] lr: 2.196e-01, eta: 1 day, 13:17:04, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6188, loss_cls: 2.8917, loss: 2.8917, grad_norm: 1.3818 2020-08-02 00:30:31,239 - mmaction - INFO - Epoch [121][540/940] lr: 2.196e-01, eta: 1 day, 13:16:43, time: 1.057, data_time: 0.003, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.9022, loss: 2.9022, grad_norm: 1.3897 2020-08-02 00:30:52,120 - mmaction - INFO - Epoch [121][560/940] lr: 2.196e-01, eta: 1 day, 13:16:22, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6232, loss_cls: 2.8483, loss: 2.8483, grad_norm: 1.4329 2020-08-02 00:31:14,760 - mmaction - INFO - Epoch [121][580/940] lr: 2.196e-01, eta: 1 day, 13:16:03, time: 1.131, data_time: 0.007, memory: 6199, top1_acc: 0.3537, top5_acc: 0.6002, loss_cls: 2.9627, loss: 2.9627, grad_norm: 1.4013 2020-08-02 00:31:36,253 - mmaction - INFO - Epoch [121][600/940] lr: 2.196e-01, eta: 1 day, 13:15:42, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6197, loss_cls: 2.8977, loss: 2.8977, grad_norm: 1.3897 2020-08-02 00:31:58,343 - mmaction - INFO - Epoch [121][620/940] lr: 2.196e-01, eta: 1 day, 13:15:22, time: 1.108, data_time: 0.008, memory: 6199, top1_acc: 0.3502, top5_acc: 0.5926, loss_cls: 2.9833, loss: 2.9833, grad_norm: 1.3960 2020-08-02 00:32:19,686 - mmaction - INFO - Epoch [121][640/940] lr: 2.196e-01, eta: 1 day, 13:15:01, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6275, loss_cls: 2.8109, loss: 2.8109, grad_norm: 1.3927 2020-08-02 00:32:40,863 - mmaction - INFO - Epoch [121][660/940] lr: 2.196e-01, eta: 1 day, 13:14:40, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6166, loss_cls: 2.9277, loss: 2.9277, grad_norm: 1.4095 2020-08-02 00:33:01,317 - mmaction - INFO - Epoch [121][680/940] lr: 2.196e-01, eta: 1 day, 13:14:19, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6188, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.4066 2020-08-02 00:33:22,981 - mmaction - INFO - Epoch [121][700/940] lr: 2.196e-01, eta: 1 day, 13:13:58, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6234, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.3880 2020-08-02 00:33:44,429 - mmaction - INFO - Epoch [121][720/940] lr: 2.196e-01, eta: 1 day, 13:13:37, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6211, loss_cls: 2.8506, loss: 2.8506, grad_norm: 1.4108 2020-08-02 00:34:05,413 - mmaction - INFO - Epoch [121][740/940] lr: 2.196e-01, eta: 1 day, 13:13:16, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6109, loss_cls: 2.9460, loss: 2.9460, grad_norm: 1.3896 2020-08-02 00:34:26,812 - mmaction - INFO - Epoch [121][760/940] lr: 2.196e-01, eta: 1 day, 13:12:55, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6076, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.4183 2020-08-02 00:34:48,198 - mmaction - INFO - Epoch [121][780/940] lr: 2.196e-01, eta: 1 day, 13:12:35, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6115, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.3877 2020-08-02 00:35:09,625 - mmaction - INFO - Epoch [121][800/940] lr: 2.196e-01, eta: 1 day, 13:12:14, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3559, top5_acc: 0.6139, loss_cls: 2.8951, loss: 2.8951, grad_norm: 1.3808 2020-08-02 00:35:30,744 - mmaction - INFO - Epoch [121][820/940] lr: 2.196e-01, eta: 1 day, 13:11:53, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6129, loss_cls: 2.9059, loss: 2.9059, grad_norm: 1.4127 2020-08-02 00:35:52,222 - mmaction - INFO - Epoch [121][840/940] lr: 2.196e-01, eta: 1 day, 13:11:32, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6303, loss_cls: 2.8638, loss: 2.8638, grad_norm: 1.4063 2020-08-02 00:36:13,251 - mmaction - INFO - Epoch [121][860/940] lr: 2.196e-01, eta: 1 day, 13:11:11, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3596, top5_acc: 0.6062, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.3863 2020-08-02 00:36:35,698 - mmaction - INFO - Epoch [121][880/940] lr: 2.196e-01, eta: 1 day, 13:10:52, time: 1.119, data_time: 0.008, memory: 6199, top1_acc: 0.3520, top5_acc: 0.6152, loss_cls: 2.9223, loss: 2.9223, grad_norm: 1.4181 2020-08-02 00:36:56,341 - mmaction - INFO - Epoch [121][900/940] lr: 2.196e-01, eta: 1 day, 13:10:30, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6141, loss_cls: 2.8810, loss: 2.8810, grad_norm: 1.3970 2020-08-02 00:37:16,949 - mmaction - INFO - Epoch [121][920/940] lr: 2.196e-01, eta: 1 day, 13:10:08, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6104, loss_cls: 2.9334, loss: 2.9334, grad_norm: 1.4427 2020-08-02 00:37:35,575 - mmaction - INFO - Epoch [121][940/940] lr: 2.196e-01, eta: 1 day, 13:09:45, time: 0.934, data_time: 0.008, memory: 6199, top1_acc: 0.3651, top5_acc: 0.6055, loss_cls: 2.9479, loss: 2.9479, grad_norm: 1.4213 2020-08-02 00:38:06,982 - mmaction - INFO - Epoch [122][20/940] lr: 2.172e-01, eta: 1 day, 13:09:35, time: 1.551, data_time: 0.435, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6182, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.4265 2020-08-02 00:38:26,788 - mmaction - INFO - Epoch [122][40/940] lr: 2.172e-01, eta: 1 day, 13:09:12, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6215, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.3967 2020-08-02 00:38:46,638 - mmaction - INFO - Epoch [122][60/940] lr: 2.172e-01, eta: 1 day, 13:08:50, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6133, loss_cls: 2.8830, loss: 2.8830, grad_norm: 1.3863 2020-08-02 00:39:06,963 - mmaction - INFO - Epoch [122][80/940] lr: 2.172e-01, eta: 1 day, 13:08:28, time: 1.019, data_time: 0.011, memory: 6199, top1_acc: 0.3689, top5_acc: 0.6211, loss_cls: 2.8722, loss: 2.8722, grad_norm: 1.4252 2020-08-02 00:39:27,394 - mmaction - INFO - Epoch [122][100/940] lr: 2.172e-01, eta: 1 day, 13:08:06, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.3668, top5_acc: 0.6207, loss_cls: 2.8320, loss: 2.8320, grad_norm: 1.3973 2020-08-02 00:39:47,408 - mmaction - INFO - Epoch [122][120/940] lr: 2.172e-01, eta: 1 day, 13:07:44, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3662, top5_acc: 0.6111, loss_cls: 2.9137, loss: 2.9137, grad_norm: 1.4134 2020-08-02 00:40:08,035 - mmaction - INFO - Epoch [122][140/940] lr: 2.172e-01, eta: 1 day, 13:07:22, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6049, loss_cls: 2.9424, loss: 2.9424, grad_norm: 1.4292 2020-08-02 00:40:27,954 - mmaction - INFO - Epoch [122][160/940] lr: 2.172e-01, eta: 1 day, 13:07:00, time: 0.994, data_time: 0.002, memory: 6199, top1_acc: 0.3760, top5_acc: 0.6279, loss_cls: 2.8039, loss: 2.8039, grad_norm: 1.4051 2020-08-02 00:40:47,651 - mmaction - INFO - Epoch [122][180/940] lr: 2.172e-01, eta: 1 day, 13:06:37, time: 0.986, data_time: 0.010, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6158, loss_cls: 2.8854, loss: 2.8854, grad_norm: 1.4154 2020-08-02 00:41:07,352 - mmaction - INFO - Epoch [122][200/940] lr: 2.172e-01, eta: 1 day, 13:06:14, time: 0.984, data_time: 0.008, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6238, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.4384 2020-08-02 00:41:27,150 - mmaction - INFO - Epoch [122][220/940] lr: 2.172e-01, eta: 1 day, 13:05:52, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6119, loss_cls: 2.8949, loss: 2.8949, grad_norm: 1.4033 2020-08-02 00:41:47,099 - mmaction - INFO - Epoch [122][240/940] lr: 2.172e-01, eta: 1 day, 13:05:30, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.3629, top5_acc: 0.6119, loss_cls: 2.9155, loss: 2.9155, grad_norm: 1.4150 2020-08-02 00:42:07,161 - mmaction - INFO - Epoch [122][260/940] lr: 2.172e-01, eta: 1 day, 13:05:07, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6014, loss_cls: 2.9135, loss: 2.9135, grad_norm: 1.3811 2020-08-02 00:42:26,968 - mmaction - INFO - Epoch [122][280/940] lr: 2.172e-01, eta: 1 day, 13:04:45, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6178, loss_cls: 2.8625, loss: 2.8625, grad_norm: 1.4027 2020-08-02 00:42:47,164 - mmaction - INFO - Epoch [122][300/940] lr: 2.172e-01, eta: 1 day, 13:04:23, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6203, loss_cls: 2.8763, loss: 2.8763, grad_norm: 1.4113 2020-08-02 00:43:07,111 - mmaction - INFO - Epoch [122][320/940] lr: 2.172e-01, eta: 1 day, 13:04:00, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6213, loss_cls: 2.8314, loss: 2.8314, grad_norm: 1.4275 2020-08-02 00:43:27,251 - mmaction - INFO - Epoch [122][340/940] lr: 2.172e-01, eta: 1 day, 13:03:38, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.3715, top5_acc: 0.6176, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.4064 2020-08-02 00:43:47,318 - mmaction - INFO - Epoch [122][360/940] lr: 2.172e-01, eta: 1 day, 13:03:16, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6152, loss_cls: 2.8714, loss: 2.8714, grad_norm: 1.4176 2020-08-02 00:44:07,934 - mmaction - INFO - Epoch [122][380/940] lr: 2.172e-01, eta: 1 day, 13:02:54, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3773, top5_acc: 0.6232, loss_cls: 2.8321, loss: 2.8321, grad_norm: 1.3975 2020-08-02 00:44:28,771 - mmaction - INFO - Epoch [122][400/940] lr: 2.172e-01, eta: 1 day, 13:02:33, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8780, loss: 2.8780, grad_norm: 1.4342 2020-08-02 00:44:49,270 - mmaction - INFO - Epoch [122][420/940] lr: 2.172e-01, eta: 1 day, 13:02:11, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6059, loss_cls: 2.9564, loss: 2.9564, grad_norm: 1.4044 2020-08-02 00:45:09,830 - mmaction - INFO - Epoch [122][440/940] lr: 2.172e-01, eta: 1 day, 13:01:50, time: 1.029, data_time: 0.011, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6176, loss_cls: 2.8803, loss: 2.8803, grad_norm: 1.4263 2020-08-02 00:45:30,250 - mmaction - INFO - Epoch [122][460/940] lr: 2.172e-01, eta: 1 day, 13:01:28, time: 1.021, data_time: 0.002, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6084, loss_cls: 2.9206, loss: 2.9206, grad_norm: 1.4259 2020-08-02 00:45:50,789 - mmaction - INFO - Epoch [122][480/940] lr: 2.172e-01, eta: 1 day, 13:01:06, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6068, loss_cls: 2.9216, loss: 2.9216, grad_norm: 1.4002 2020-08-02 00:46:10,508 - mmaction - INFO - Epoch [122][500/940] lr: 2.172e-01, eta: 1 day, 13:00:44, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6105, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.3838 2020-08-02 00:46:30,677 - mmaction - INFO - Epoch [122][520/940] lr: 2.172e-01, eta: 1 day, 13:00:21, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6273, loss_cls: 2.8071, loss: 2.8071, grad_norm: 1.4186 2020-08-02 00:46:51,110 - mmaction - INFO - Epoch [122][540/940] lr: 2.172e-01, eta: 1 day, 13:00:00, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.8957, loss: 2.8957, grad_norm: 1.4466 2020-08-02 00:47:11,466 - mmaction - INFO - Epoch [122][560/940] lr: 2.172e-01, eta: 1 day, 12:59:38, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6209, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.3826 2020-08-02 00:47:31,817 - mmaction - INFO - Epoch [122][580/940] lr: 2.172e-01, eta: 1 day, 12:59:16, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6086, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.4191 2020-08-02 00:47:52,152 - mmaction - INFO - Epoch [122][600/940] lr: 2.172e-01, eta: 1 day, 12:58:54, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6281, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.4205 2020-08-02 00:48:12,406 - mmaction - INFO - Epoch [122][620/940] lr: 2.172e-01, eta: 1 day, 12:58:32, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3666, top5_acc: 0.6215, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.4085 2020-08-02 00:48:32,978 - mmaction - INFO - Epoch [122][640/940] lr: 2.172e-01, eta: 1 day, 12:58:10, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3605, top5_acc: 0.6148, loss_cls: 2.8874, loss: 2.8874, grad_norm: 1.4271 2020-08-02 00:48:53,181 - mmaction - INFO - Epoch [122][660/940] lr: 2.172e-01, eta: 1 day, 12:57:48, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3551, top5_acc: 0.6008, loss_cls: 2.9385, loss: 2.9385, grad_norm: 1.4192 2020-08-02 00:49:13,271 - mmaction - INFO - Epoch [122][680/940] lr: 2.172e-01, eta: 1 day, 12:57:26, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6047, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.4233 2020-08-02 00:49:33,841 - mmaction - INFO - Epoch [122][700/940] lr: 2.172e-01, eta: 1 day, 12:57:05, time: 1.029, data_time: 0.003, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6006, loss_cls: 2.9399, loss: 2.9399, grad_norm: 1.3872 2020-08-02 00:49:54,023 - mmaction - INFO - Epoch [122][720/940] lr: 2.172e-01, eta: 1 day, 12:56:42, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.8984, loss: 2.8984, grad_norm: 1.4053 2020-08-02 00:50:15,069 - mmaction - INFO - Epoch [122][740/940] lr: 2.172e-01, eta: 1 day, 12:56:21, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3508, top5_acc: 0.6115, loss_cls: 2.9128, loss: 2.9128, grad_norm: 1.4043 2020-08-02 00:50:34,940 - mmaction - INFO - Epoch [122][760/940] lr: 2.172e-01, eta: 1 day, 12:55:59, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6170, loss_cls: 2.9077, loss: 2.9077, grad_norm: 1.4335 2020-08-02 00:50:55,644 - mmaction - INFO - Epoch [122][780/940] lr: 2.172e-01, eta: 1 day, 12:55:37, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3523, top5_acc: 0.6021, loss_cls: 2.9423, loss: 2.9423, grad_norm: 1.4240 2020-08-02 00:51:15,740 - mmaction - INFO - Epoch [122][800/940] lr: 2.172e-01, eta: 1 day, 12:55:15, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3639, top5_acc: 0.6158, loss_cls: 2.8859, loss: 2.8859, grad_norm: 1.3919 2020-08-02 00:51:35,536 - mmaction - INFO - Epoch [122][820/940] lr: 2.172e-01, eta: 1 day, 12:54:53, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.3773, top5_acc: 0.6238, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.4100 2020-08-02 00:51:56,279 - mmaction - INFO - Epoch [122][840/940] lr: 2.172e-01, eta: 1 day, 12:54:31, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6178, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.4222 2020-08-02 00:52:16,898 - mmaction - INFO - Epoch [122][860/940] lr: 2.172e-01, eta: 1 day, 12:54:10, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6186, loss_cls: 2.9006, loss: 2.9006, grad_norm: 1.3936 2020-08-02 00:52:37,410 - mmaction - INFO - Epoch [122][880/940] lr: 2.172e-01, eta: 1 day, 12:53:48, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6352, loss_cls: 2.7886, loss: 2.7886, grad_norm: 1.4079 2020-08-02 00:52:57,516 - mmaction - INFO - Epoch [122][900/940] lr: 2.172e-01, eta: 1 day, 12:53:26, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.3611, top5_acc: 0.6064, loss_cls: 2.9259, loss: 2.9259, grad_norm: 1.4170 2020-08-02 00:53:17,639 - mmaction - INFO - Epoch [122][920/940] lr: 2.172e-01, eta: 1 day, 12:53:04, time: 1.006, data_time: 0.004, memory: 6199, top1_acc: 0.3760, top5_acc: 0.6172, loss_cls: 2.8495, loss: 2.8495, grad_norm: 1.3838 2020-08-02 00:53:36,441 - mmaction - INFO - Epoch [122][940/940] lr: 2.172e-01, eta: 1 day, 12:52:40, time: 0.940, data_time: 0.008, memory: 6199, top1_acc: 0.3665, top5_acc: 0.6122, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.4320 2020-08-02 00:54:07,197 - mmaction - INFO - Epoch [123][20/940] lr: 2.147e-01, eta: 1 day, 12:52:29, time: 1.518, data_time: 0.462, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6248, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.4169 2020-08-02 00:54:27,393 - mmaction - INFO - Epoch [123][40/940] lr: 2.147e-01, eta: 1 day, 12:52:07, time: 1.012, data_time: 0.010, memory: 6199, top1_acc: 0.3688, top5_acc: 0.6365, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.4220 2020-08-02 00:54:47,369 - mmaction - INFO - Epoch [123][60/940] lr: 2.147e-01, eta: 1 day, 12:51:45, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3791, top5_acc: 0.6211, loss_cls: 2.8385, loss: 2.8385, grad_norm: 1.4192 2020-08-02 00:55:07,273 - mmaction - INFO - Epoch [123][80/940] lr: 2.147e-01, eta: 1 day, 12:51:23, time: 0.996, data_time: 0.010, memory: 6199, top1_acc: 0.3688, top5_acc: 0.6305, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.4235 2020-08-02 00:55:27,317 - mmaction - INFO - Epoch [123][100/940] lr: 2.147e-01, eta: 1 day, 12:51:00, time: 1.003, data_time: 0.003, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6123, loss_cls: 2.8915, loss: 2.8915, grad_norm: 1.4089 2020-08-02 00:55:47,423 - mmaction - INFO - Epoch [123][120/940] lr: 2.147e-01, eta: 1 day, 12:50:38, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6270, loss_cls: 2.8412, loss: 2.8412, grad_norm: 1.4158 2020-08-02 00:56:07,193 - mmaction - INFO - Epoch [123][140/940] lr: 2.147e-01, eta: 1 day, 12:50:16, time: 0.989, data_time: 0.006, memory: 6199, top1_acc: 0.3805, top5_acc: 0.6314, loss_cls: 2.7959, loss: 2.7959, grad_norm: 1.4211 2020-08-02 00:56:27,332 - mmaction - INFO - Epoch [123][160/940] lr: 2.147e-01, eta: 1 day, 12:49:54, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6176, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.4311 2020-08-02 00:56:47,688 - mmaction - INFO - Epoch [123][180/940] lr: 2.147e-01, eta: 1 day, 12:49:32, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6271, loss_cls: 2.8435, loss: 2.8435, grad_norm: 1.4046 2020-08-02 00:57:08,136 - mmaction - INFO - Epoch [123][200/940] lr: 2.147e-01, eta: 1 day, 12:49:10, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6182, loss_cls: 2.8823, loss: 2.8823, grad_norm: 1.4397 2020-08-02 00:57:28,488 - mmaction - INFO - Epoch [123][220/940] lr: 2.147e-01, eta: 1 day, 12:48:48, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6109, loss_cls: 2.9030, loss: 2.9030, grad_norm: 1.3963 2020-08-02 00:57:48,802 - mmaction - INFO - Epoch [123][240/940] lr: 2.147e-01, eta: 1 day, 12:48:26, time: 1.014, data_time: 0.005, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6170, loss_cls: 2.9034, loss: 2.9034, grad_norm: 1.4099 2020-08-02 00:58:08,827 - mmaction - INFO - Epoch [123][260/940] lr: 2.147e-01, eta: 1 day, 12:48:04, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3605, top5_acc: 0.6170, loss_cls: 2.8670, loss: 2.8670, grad_norm: 1.4006 2020-08-02 00:58:29,252 - mmaction - INFO - Epoch [123][280/940] lr: 2.147e-01, eta: 1 day, 12:47:42, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.3760, top5_acc: 0.6232, loss_cls: 2.8700, loss: 2.8700, grad_norm: 1.4499 2020-08-02 00:58:50,210 - mmaction - INFO - Epoch [123][300/940] lr: 2.147e-01, eta: 1 day, 12:47:21, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3557, top5_acc: 0.6059, loss_cls: 2.9352, loss: 2.9352, grad_norm: 1.4097 2020-08-02 00:59:10,373 - mmaction - INFO - Epoch [123][320/940] lr: 2.147e-01, eta: 1 day, 12:46:59, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3688, top5_acc: 0.6248, loss_cls: 2.8599, loss: 2.8599, grad_norm: 1.4423 2020-08-02 00:59:30,468 - mmaction - INFO - Epoch [123][340/940] lr: 2.147e-01, eta: 1 day, 12:46:37, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6223, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.4375 2020-08-02 00:59:50,746 - mmaction - INFO - Epoch [123][360/940] lr: 2.147e-01, eta: 1 day, 12:46:15, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3506, top5_acc: 0.6084, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.4282 2020-08-02 01:00:15,875 - mmaction - INFO - Epoch [123][380/940] lr: 2.147e-01, eta: 1 day, 12:45:58, time: 1.241, data_time: 0.007, memory: 6199, top1_acc: 0.3641, top5_acc: 0.6262, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.4348 2020-08-02 01:00:35,810 - mmaction - INFO - Epoch [123][400/940] lr: 2.147e-01, eta: 1 day, 12:45:36, time: 1.012, data_time: 0.025, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6127, loss_cls: 2.8864, loss: 2.8864, grad_norm: 1.4140 2020-08-02 01:00:56,540 - mmaction - INFO - Epoch [123][420/940] lr: 2.147e-01, eta: 1 day, 12:45:14, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6234, loss_cls: 2.8408, loss: 2.8408, grad_norm: 1.4137 2020-08-02 01:01:17,928 - mmaction - INFO - Epoch [123][440/940] lr: 2.147e-01, eta: 1 day, 12:44:54, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6277, loss_cls: 2.8298, loss: 2.8298, grad_norm: 1.4385 2020-08-02 01:01:38,380 - mmaction - INFO - Epoch [123][460/940] lr: 2.147e-01, eta: 1 day, 12:44:32, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6209, loss_cls: 2.8844, loss: 2.8844, grad_norm: 1.4090 2020-08-02 01:02:00,110 - mmaction - INFO - Epoch [123][480/940] lr: 2.147e-01, eta: 1 day, 12:44:11, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6203, loss_cls: 2.8346, loss: 2.8346, grad_norm: 1.4336 2020-08-02 01:02:20,973 - mmaction - INFO - Epoch [123][500/940] lr: 2.147e-01, eta: 1 day, 12:43:50, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6150, loss_cls: 2.8558, loss: 2.8558, grad_norm: 1.4123 2020-08-02 01:02:42,069 - mmaction - INFO - Epoch [123][520/940] lr: 2.147e-01, eta: 1 day, 12:43:29, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3666, top5_acc: 0.6207, loss_cls: 2.8746, loss: 2.8746, grad_norm: 1.4227 2020-08-02 01:03:03,555 - mmaction - INFO - Epoch [123][540/940] lr: 2.147e-01, eta: 1 day, 12:43:08, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.3518, top5_acc: 0.6170, loss_cls: 2.9024, loss: 2.9024, grad_norm: 1.3901 2020-08-02 01:03:24,681 - mmaction - INFO - Epoch [123][560/940] lr: 2.147e-01, eta: 1 day, 12:42:47, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6092, loss_cls: 2.8938, loss: 2.8938, grad_norm: 1.4217 2020-08-02 01:03:45,274 - mmaction - INFO - Epoch [123][580/940] lr: 2.147e-01, eta: 1 day, 12:42:26, time: 1.032, data_time: 0.010, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6170, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.4269 2020-08-02 01:04:07,499 - mmaction - INFO - Epoch [123][600/940] lr: 2.147e-01, eta: 1 day, 12:42:06, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.3613, top5_acc: 0.6139, loss_cls: 2.9035, loss: 2.9035, grad_norm: 1.4384 2020-08-02 01:04:28,439 - mmaction - INFO - Epoch [123][620/940] lr: 2.147e-01, eta: 1 day, 12:41:45, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3689, top5_acc: 0.6008, loss_cls: 2.9159, loss: 2.9159, grad_norm: 1.4258 2020-08-02 01:04:49,336 - mmaction - INFO - Epoch [123][640/940] lr: 2.147e-01, eta: 1 day, 12:41:23, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3666, top5_acc: 0.6234, loss_cls: 2.8836, loss: 2.8836, grad_norm: 1.4395 2020-08-02 01:05:11,315 - mmaction - INFO - Epoch [123][660/940] lr: 2.147e-01, eta: 1 day, 12:41:03, time: 1.101, data_time: 0.007, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6174, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.4115 2020-08-02 01:05:32,208 - mmaction - INFO - Epoch [123][680/940] lr: 2.147e-01, eta: 1 day, 12:40:42, time: 1.044, data_time: 0.003, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6121, loss_cls: 2.9012, loss: 2.9012, grad_norm: 1.4293 2020-08-02 01:05:53,878 - mmaction - INFO - Epoch [123][700/940] lr: 2.147e-01, eta: 1 day, 12:40:22, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6193, loss_cls: 2.8729, loss: 2.8729, grad_norm: 1.4145 2020-08-02 01:06:14,894 - mmaction - INFO - Epoch [123][720/940] lr: 2.147e-01, eta: 1 day, 12:40:00, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6148, loss_cls: 2.8779, loss: 2.8779, grad_norm: 1.4212 2020-08-02 01:06:35,944 - mmaction - INFO - Epoch [123][740/940] lr: 2.147e-01, eta: 1 day, 12:39:39, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6098, loss_cls: 2.9331, loss: 2.9331, grad_norm: 1.4258 2020-08-02 01:06:55,786 - mmaction - INFO - Epoch [123][760/940] lr: 2.147e-01, eta: 1 day, 12:39:17, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.3631, top5_acc: 0.6203, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.4078 2020-08-02 01:07:15,807 - mmaction - INFO - Epoch [123][780/940] lr: 2.147e-01, eta: 1 day, 12:38:55, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6213, loss_cls: 2.8589, loss: 2.8589, grad_norm: 1.4182 2020-08-02 01:07:37,762 - mmaction - INFO - Epoch [123][800/940] lr: 2.147e-01, eta: 1 day, 12:38:35, time: 1.097, data_time: 0.004, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6170, loss_cls: 2.9027, loss: 2.9027, grad_norm: 1.4437 2020-08-02 01:07:58,793 - mmaction - INFO - Epoch [123][820/940] lr: 2.147e-01, eta: 1 day, 12:38:13, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3590, top5_acc: 0.6189, loss_cls: 2.9100, loss: 2.9100, grad_norm: 1.4222 2020-08-02 01:08:20,988 - mmaction - INFO - Epoch [123][840/940] lr: 2.147e-01, eta: 1 day, 12:37:54, time: 1.105, data_time: 0.002, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6232, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.4052 2020-08-02 01:08:42,649 - mmaction - INFO - Epoch [123][860/940] lr: 2.147e-01, eta: 1 day, 12:37:33, time: 1.085, data_time: 0.009, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6127, loss_cls: 2.9009, loss: 2.9009, grad_norm: 1.4005 2020-08-02 01:09:03,654 - mmaction - INFO - Epoch [123][880/940] lr: 2.147e-01, eta: 1 day, 12:37:12, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6266, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.4237 2020-08-02 01:09:24,708 - mmaction - INFO - Epoch [123][900/940] lr: 2.147e-01, eta: 1 day, 12:36:51, time: 1.049, data_time: 0.004, memory: 6199, top1_acc: 0.3555, top5_acc: 0.6146, loss_cls: 2.8873, loss: 2.8873, grad_norm: 1.4046 2020-08-02 01:09:45,633 - mmaction - INFO - Epoch [123][920/940] lr: 2.147e-01, eta: 1 day, 12:36:30, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6223, loss_cls: 2.8629, loss: 2.8629, grad_norm: 1.4299 2020-08-02 01:10:06,340 - mmaction - INFO - Epoch [123][940/940] lr: 2.147e-01, eta: 1 day, 12:36:08, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3614, top5_acc: 0.6163, loss_cls: 2.9126, loss: 2.9126, grad_norm: 1.4551 2020-08-02 01:10:54,312 - mmaction - INFO - Epoch [124][20/940] lr: 2.123e-01, eta: 1 day, 12:36:16, time: 2.375, data_time: 0.616, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6180, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.4150 2020-08-02 01:11:14,372 - mmaction - INFO - Epoch [124][40/940] lr: 2.123e-01, eta: 1 day, 12:35:53, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6188, loss_cls: 2.8718, loss: 2.8718, grad_norm: 1.4338 2020-08-02 01:11:34,424 - mmaction - INFO - Epoch [124][60/940] lr: 2.123e-01, eta: 1 day, 12:35:31, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6340, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.4177 2020-08-02 01:11:54,643 - mmaction - INFO - Epoch [124][80/940] lr: 2.123e-01, eta: 1 day, 12:35:09, time: 1.013, data_time: 0.010, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6125, loss_cls: 2.9090, loss: 2.9090, grad_norm: 1.4423 2020-08-02 01:12:14,636 - mmaction - INFO - Epoch [124][100/940] lr: 2.123e-01, eta: 1 day, 12:34:47, time: 0.999, data_time: 0.002, memory: 6199, top1_acc: 0.3521, top5_acc: 0.6131, loss_cls: 2.9182, loss: 2.9182, grad_norm: 1.4451 2020-08-02 01:12:34,763 - mmaction - INFO - Epoch [124][120/940] lr: 2.123e-01, eta: 1 day, 12:34:25, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3711, top5_acc: 0.6209, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.3972 2020-08-02 01:12:54,901 - mmaction - INFO - Epoch [124][140/940] lr: 2.123e-01, eta: 1 day, 12:34:03, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6270, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.3952 2020-08-02 01:13:15,792 - mmaction - INFO - Epoch [124][160/940] lr: 2.123e-01, eta: 1 day, 12:33:41, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6314, loss_cls: 2.8118, loss: 2.8118, grad_norm: 1.4058 2020-08-02 01:13:36,403 - mmaction - INFO - Epoch [124][180/940] lr: 2.123e-01, eta: 1 day, 12:33:20, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.8677, loss: 2.8677, grad_norm: 1.3875 2020-08-02 01:13:56,692 - mmaction - INFO - Epoch [124][200/940] lr: 2.123e-01, eta: 1 day, 12:32:58, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6217, loss_cls: 2.8595, loss: 2.8595, grad_norm: 1.4347 2020-08-02 01:14:17,852 - mmaction - INFO - Epoch [124][220/940] lr: 2.123e-01, eta: 1 day, 12:32:37, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6178, loss_cls: 2.8640, loss: 2.8640, grad_norm: 1.4376 2020-08-02 01:14:38,203 - mmaction - INFO - Epoch [124][240/940] lr: 2.123e-01, eta: 1 day, 12:32:15, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.4113 2020-08-02 01:14:59,112 - mmaction - INFO - Epoch [124][260/940] lr: 2.123e-01, eta: 1 day, 12:31:54, time: 1.043, data_time: 0.004, memory: 6199, top1_acc: 0.3719, top5_acc: 0.6268, loss_cls: 2.8289, loss: 2.8289, grad_norm: 1.4151 2020-08-02 01:15:19,627 - mmaction - INFO - Epoch [124][280/940] lr: 2.123e-01, eta: 1 day, 12:31:32, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6301, loss_cls: 2.8319, loss: 2.8319, grad_norm: 1.4392 2020-08-02 01:15:39,775 - mmaction - INFO - Epoch [124][300/940] lr: 2.123e-01, eta: 1 day, 12:31:10, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6342, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.4236 2020-08-02 01:16:00,669 - mmaction - INFO - Epoch [124][320/940] lr: 2.123e-01, eta: 1 day, 12:30:49, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6254, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.4182 2020-08-02 01:16:21,318 - mmaction - INFO - Epoch [124][340/940] lr: 2.123e-01, eta: 1 day, 12:30:27, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3777, top5_acc: 0.6291, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.4304 2020-08-02 01:16:41,919 - mmaction - INFO - Epoch [124][360/940] lr: 2.123e-01, eta: 1 day, 12:30:06, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.4001 2020-08-02 01:17:02,944 - mmaction - INFO - Epoch [124][380/940] lr: 2.123e-01, eta: 1 day, 12:29:44, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6270, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.4195 2020-08-02 01:17:24,359 - mmaction - INFO - Epoch [124][400/940] lr: 2.123e-01, eta: 1 day, 12:29:24, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3738, top5_acc: 0.6252, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.3831 2020-08-02 01:17:44,888 - mmaction - INFO - Epoch [124][420/940] lr: 2.123e-01, eta: 1 day, 12:29:02, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6205, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.4487 2020-08-02 01:18:05,515 - mmaction - INFO - Epoch [124][440/940] lr: 2.123e-01, eta: 1 day, 12:28:40, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6092, loss_cls: 2.8983, loss: 2.8983, grad_norm: 1.4648 2020-08-02 01:18:26,976 - mmaction - INFO - Epoch [124][460/940] lr: 2.123e-01, eta: 1 day, 12:28:20, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3633, top5_acc: 0.6143, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.4501 2020-08-02 01:18:48,304 - mmaction - INFO - Epoch [124][480/940] lr: 2.123e-01, eta: 1 day, 12:27:59, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6213, loss_cls: 2.8535, loss: 2.8535, grad_norm: 1.4271 2020-08-02 01:19:08,956 - mmaction - INFO - Epoch [124][500/940] lr: 2.123e-01, eta: 1 day, 12:27:37, time: 1.029, data_time: 0.002, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6223, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.4519 2020-08-02 01:19:30,049 - mmaction - INFO - Epoch [124][520/940] lr: 2.123e-01, eta: 1 day, 12:27:16, time: 1.056, data_time: 0.009, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6162, loss_cls: 2.8799, loss: 2.8799, grad_norm: 1.3834 2020-08-02 01:19:51,405 - mmaction - INFO - Epoch [124][540/940] lr: 2.123e-01, eta: 1 day, 12:26:56, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6301, loss_cls: 2.8401, loss: 2.8401, grad_norm: 1.4403 2020-08-02 01:20:12,040 - mmaction - INFO - Epoch [124][560/940] lr: 2.123e-01, eta: 1 day, 12:26:34, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.3760, top5_acc: 0.6160, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.4494 2020-08-02 01:20:33,099 - mmaction - INFO - Epoch [124][580/940] lr: 2.123e-01, eta: 1 day, 12:26:13, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3541, top5_acc: 0.6090, loss_cls: 2.9202, loss: 2.9202, grad_norm: 1.4420 2020-08-02 01:20:54,235 - mmaction - INFO - Epoch [124][600/940] lr: 2.123e-01, eta: 1 day, 12:25:52, time: 1.055, data_time: 0.009, memory: 6199, top1_acc: 0.3668, top5_acc: 0.6195, loss_cls: 2.8806, loss: 2.8806, grad_norm: 1.4353 2020-08-02 01:21:15,720 - mmaction - INFO - Epoch [124][620/940] lr: 2.123e-01, eta: 1 day, 12:25:31, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3447, top5_acc: 0.5949, loss_cls: 2.9710, loss: 2.9710, grad_norm: 1.4230 2020-08-02 01:21:37,331 - mmaction - INFO - Epoch [124][640/940] lr: 2.123e-01, eta: 1 day, 12:25:11, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6240, loss_cls: 2.8574, loss: 2.8574, grad_norm: 1.4315 2020-08-02 01:21:58,086 - mmaction - INFO - Epoch [124][660/940] lr: 2.123e-01, eta: 1 day, 12:24:49, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6143, loss_cls: 2.8968, loss: 2.8968, grad_norm: 1.4362 2020-08-02 01:22:19,102 - mmaction - INFO - Epoch [124][680/940] lr: 2.123e-01, eta: 1 day, 12:24:28, time: 1.049, data_time: 0.004, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6168, loss_cls: 2.8719, loss: 2.8719, grad_norm: 1.4005 2020-08-02 01:22:39,624 - mmaction - INFO - Epoch [124][700/940] lr: 2.123e-01, eta: 1 day, 12:24:06, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6188, loss_cls: 2.8965, loss: 2.8965, grad_norm: 1.4462 2020-08-02 01:22:59,987 - mmaction - INFO - Epoch [124][720/940] lr: 2.123e-01, eta: 1 day, 12:23:45, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3533, top5_acc: 0.6180, loss_cls: 2.9053, loss: 2.9053, grad_norm: 1.4214 2020-08-02 01:23:22,449 - mmaction - INFO - Epoch [124][740/940] lr: 2.123e-01, eta: 1 day, 12:23:25, time: 1.126, data_time: 0.008, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6117, loss_cls: 2.9295, loss: 2.9295, grad_norm: 1.4168 2020-08-02 01:23:43,682 - mmaction - INFO - Epoch [124][760/940] lr: 2.123e-01, eta: 1 day, 12:23:04, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6129, loss_cls: 2.8953, loss: 2.8953, grad_norm: 1.4398 2020-08-02 01:24:04,910 - mmaction - INFO - Epoch [124][780/940] lr: 2.123e-01, eta: 1 day, 12:22:43, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6096, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.4232 2020-08-02 01:24:25,776 - mmaction - INFO - Epoch [124][800/940] lr: 2.123e-01, eta: 1 day, 12:22:22, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.3568, top5_acc: 0.6178, loss_cls: 2.9076, loss: 2.9076, grad_norm: 1.4394 2020-08-02 01:24:46,790 - mmaction - INFO - Epoch [124][820/940] lr: 2.123e-01, eta: 1 day, 12:22:01, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6236, loss_cls: 2.8366, loss: 2.8366, grad_norm: 1.4315 2020-08-02 01:25:07,052 - mmaction - INFO - Epoch [124][840/940] lr: 2.123e-01, eta: 1 day, 12:21:39, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.3799, top5_acc: 0.6209, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.4158 2020-08-02 01:25:27,715 - mmaction - INFO - Epoch [124][860/940] lr: 2.123e-01, eta: 1 day, 12:21:17, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.3783, top5_acc: 0.6279, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.4096 2020-08-02 01:25:48,366 - mmaction - INFO - Epoch [124][880/940] lr: 2.123e-01, eta: 1 day, 12:20:56, time: 1.031, data_time: 0.002, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6223, loss_cls: 2.8633, loss: 2.8633, grad_norm: 1.4205 2020-08-02 01:26:09,101 - mmaction - INFO - Epoch [124][900/940] lr: 2.123e-01, eta: 1 day, 12:20:34, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6291, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.4446 2020-08-02 01:26:29,224 - mmaction - INFO - Epoch [124][920/940] lr: 2.123e-01, eta: 1 day, 12:20:12, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6246, loss_cls: 2.8410, loss: 2.8410, grad_norm: 1.4128 2020-08-02 01:26:48,840 - mmaction - INFO - Epoch [124][940/940] lr: 2.123e-01, eta: 1 day, 12:19:49, time: 0.980, data_time: 0.009, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6240, loss_cls: 2.8381, loss: 2.8381, grad_norm: 1.4545 2020-08-02 01:26:49,207 - mmaction - INFO - Saving checkpoint at 124 epochs 2020-08-02 01:27:19,370 - mmaction - INFO - Epoch [125][20/940] lr: 2.098e-01, eta: 1 day, 12:19:36, time: 1.427, data_time: 0.445, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6221, loss_cls: 2.8489, loss: 2.8489, grad_norm: 1.4228 2020-08-02 01:27:39,242 - mmaction - INFO - Epoch [125][40/940] lr: 2.098e-01, eta: 1 day, 12:19:14, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6281, loss_cls: 2.7931, loss: 2.7931, grad_norm: 1.4252 2020-08-02 01:28:00,105 - mmaction - INFO - Epoch [125][60/940] lr: 2.098e-01, eta: 1 day, 12:18:53, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3570, top5_acc: 0.6232, loss_cls: 2.8770, loss: 2.8770, grad_norm: 1.4378 2020-08-02 01:28:21,267 - mmaction - INFO - Epoch [125][80/940] lr: 2.098e-01, eta: 1 day, 12:18:32, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6178, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.4239 2020-08-02 01:28:42,252 - mmaction - INFO - Epoch [125][100/940] lr: 2.098e-01, eta: 1 day, 12:18:10, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6156, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.4762 2020-08-02 01:29:03,793 - mmaction - INFO - Epoch [125][120/940] lr: 2.098e-01, eta: 1 day, 12:17:50, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6297, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.4250 2020-08-02 01:29:24,514 - mmaction - INFO - Epoch [125][140/940] lr: 2.098e-01, eta: 1 day, 12:17:28, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6152, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.4117 2020-08-02 01:29:44,720 - mmaction - INFO - Epoch [125][160/940] lr: 2.098e-01, eta: 1 day, 12:17:06, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3629, top5_acc: 0.6096, loss_cls: 2.9038, loss: 2.9038, grad_norm: 1.4282 2020-08-02 01:30:05,176 - mmaction - INFO - Epoch [125][180/940] lr: 2.098e-01, eta: 1 day, 12:16:45, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6090, loss_cls: 2.9154, loss: 2.9154, grad_norm: 1.4466 2020-08-02 01:30:26,827 - mmaction - INFO - Epoch [125][200/940] lr: 2.098e-01, eta: 1 day, 12:16:24, time: 1.084, data_time: 0.004, memory: 6199, top1_acc: 0.3758, top5_acc: 0.6201, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.3904 2020-08-02 01:30:48,683 - mmaction - INFO - Epoch [125][220/940] lr: 2.098e-01, eta: 1 day, 12:16:04, time: 1.088, data_time: 0.006, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6150, loss_cls: 2.8523, loss: 2.8523, grad_norm: 1.3904 2020-08-02 01:31:10,631 - mmaction - INFO - Epoch [125][240/940] lr: 2.098e-01, eta: 1 day, 12:15:44, time: 1.102, data_time: 0.008, memory: 6199, top1_acc: 0.3816, top5_acc: 0.6250, loss_cls: 2.7982, loss: 2.7982, grad_norm: 1.4346 2020-08-02 01:31:30,917 - mmaction - INFO - Epoch [125][260/940] lr: 2.098e-01, eta: 1 day, 12:15:22, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6146, loss_cls: 2.8911, loss: 2.8911, grad_norm: 1.4334 2020-08-02 01:31:51,933 - mmaction - INFO - Epoch [125][280/940] lr: 2.098e-01, eta: 1 day, 12:15:01, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6213, loss_cls: 2.8577, loss: 2.8577, grad_norm: 1.4110 2020-08-02 01:32:12,879 - mmaction - INFO - Epoch [125][300/940] lr: 2.098e-01, eta: 1 day, 12:14:39, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6297, loss_cls: 2.8144, loss: 2.8144, grad_norm: 1.4267 2020-08-02 01:32:33,880 - mmaction - INFO - Epoch [125][320/940] lr: 2.098e-01, eta: 1 day, 12:14:18, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6160, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.4377 2020-08-02 01:32:55,270 - mmaction - INFO - Epoch [125][340/940] lr: 2.098e-01, eta: 1 day, 12:13:57, time: 1.069, data_time: 0.011, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6258, loss_cls: 2.8441, loss: 2.8441, grad_norm: 1.4258 2020-08-02 01:33:15,698 - mmaction - INFO - Epoch [125][360/940] lr: 2.098e-01, eta: 1 day, 12:13:36, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3668, top5_acc: 0.6229, loss_cls: 2.8678, loss: 2.8678, grad_norm: 1.4449 2020-08-02 01:33:36,555 - mmaction - INFO - Epoch [125][380/940] lr: 2.098e-01, eta: 1 day, 12:13:14, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6189, loss_cls: 2.8825, loss: 2.8825, grad_norm: 1.4317 2020-08-02 01:33:57,235 - mmaction - INFO - Epoch [125][400/940] lr: 2.098e-01, eta: 1 day, 12:12:53, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6246, loss_cls: 2.8451, loss: 2.8451, grad_norm: 1.4177 2020-08-02 01:34:17,777 - mmaction - INFO - Epoch [125][420/940] lr: 2.098e-01, eta: 1 day, 12:12:31, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6189, loss_cls: 2.8807, loss: 2.8807, grad_norm: 1.4293 2020-08-02 01:34:38,809 - mmaction - INFO - Epoch [125][440/940] lr: 2.098e-01, eta: 1 day, 12:12:10, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6252, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.4342 2020-08-02 01:35:00,178 - mmaction - INFO - Epoch [125][460/940] lr: 2.098e-01, eta: 1 day, 12:11:49, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.8899, loss: 2.8899, grad_norm: 1.4394 2020-08-02 01:35:21,126 - mmaction - INFO - Epoch [125][480/940] lr: 2.098e-01, eta: 1 day, 12:11:28, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6199, loss_cls: 2.8600, loss: 2.8600, grad_norm: 1.4127 2020-08-02 01:35:42,497 - mmaction - INFO - Epoch [125][500/940] lr: 2.098e-01, eta: 1 day, 12:11:07, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3688, top5_acc: 0.6256, loss_cls: 2.8468, loss: 2.8468, grad_norm: 1.4151 2020-08-02 01:36:03,571 - mmaction - INFO - Epoch [125][520/940] lr: 2.098e-01, eta: 1 day, 12:10:46, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6205, loss_cls: 2.8627, loss: 2.8627, grad_norm: 1.4560 2020-08-02 01:36:23,572 - mmaction - INFO - Epoch [125][540/940] lr: 2.098e-01, eta: 1 day, 12:10:24, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.3602, top5_acc: 0.6178, loss_cls: 2.8969, loss: 2.8969, grad_norm: 1.4127 2020-08-02 01:36:43,827 - mmaction - INFO - Epoch [125][560/940] lr: 2.098e-01, eta: 1 day, 12:10:02, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6184, loss_cls: 2.8734, loss: 2.8734, grad_norm: 1.4004 2020-08-02 01:37:04,431 - mmaction - INFO - Epoch [125][580/940] lr: 2.098e-01, eta: 1 day, 12:09:40, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6268, loss_cls: 2.8522, loss: 2.8522, grad_norm: 1.4332 2020-08-02 01:37:24,753 - mmaction - INFO - Epoch [125][600/940] lr: 2.098e-01, eta: 1 day, 12:09:19, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3662, top5_acc: 0.6178, loss_cls: 2.8904, loss: 2.8904, grad_norm: 1.4557 2020-08-02 01:37:45,168 - mmaction - INFO - Epoch [125][620/940] lr: 2.098e-01, eta: 1 day, 12:08:57, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3662, top5_acc: 0.6127, loss_cls: 2.9248, loss: 2.9248, grad_norm: 1.4372 2020-08-02 01:38:05,241 - mmaction - INFO - Epoch [125][640/940] lr: 2.098e-01, eta: 1 day, 12:08:35, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.3596, top5_acc: 0.6104, loss_cls: 2.9082, loss: 2.9082, grad_norm: 1.4335 2020-08-02 01:38:25,225 - mmaction - INFO - Epoch [125][660/940] lr: 2.098e-01, eta: 1 day, 12:08:12, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6197, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.4342 2020-08-02 01:38:45,862 - mmaction - INFO - Epoch [125][680/940] lr: 2.098e-01, eta: 1 day, 12:07:51, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6301, loss_cls: 2.8146, loss: 2.8146, grad_norm: 1.4119 2020-08-02 01:39:06,924 - mmaction - INFO - Epoch [125][700/940] lr: 2.098e-01, eta: 1 day, 12:07:30, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8674, loss: 2.8674, grad_norm: 1.4342 2020-08-02 01:39:27,164 - mmaction - INFO - Epoch [125][720/940] lr: 2.098e-01, eta: 1 day, 12:07:08, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3609, top5_acc: 0.6170, loss_cls: 2.8664, loss: 2.8664, grad_norm: 1.4288 2020-08-02 01:39:47,511 - mmaction - INFO - Epoch [125][740/940] lr: 2.098e-01, eta: 1 day, 12:06:46, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6178, loss_cls: 2.8766, loss: 2.8766, grad_norm: 1.4247 2020-08-02 01:40:08,077 - mmaction - INFO - Epoch [125][760/940] lr: 2.098e-01, eta: 1 day, 12:06:24, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6123, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.4299 2020-08-02 01:40:28,267 - mmaction - INFO - Epoch [125][780/940] lr: 2.098e-01, eta: 1 day, 12:06:02, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.3516, top5_acc: 0.6018, loss_cls: 2.9363, loss: 2.9363, grad_norm: 1.4543 2020-08-02 01:40:48,516 - mmaction - INFO - Epoch [125][800/940] lr: 2.098e-01, eta: 1 day, 12:05:40, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3566, top5_acc: 0.6152, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.4185 2020-08-02 01:41:09,364 - mmaction - INFO - Epoch [125][820/940] lr: 2.098e-01, eta: 1 day, 12:05:19, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6168, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.4190 2020-08-02 01:41:29,661 - mmaction - INFO - Epoch [125][840/940] lr: 2.098e-01, eta: 1 day, 12:04:57, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6172, loss_cls: 2.8646, loss: 2.8646, grad_norm: 1.4268 2020-08-02 01:41:49,837 - mmaction - INFO - Epoch [125][860/940] lr: 2.098e-01, eta: 1 day, 12:04:35, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.3531, top5_acc: 0.6143, loss_cls: 2.9064, loss: 2.9064, grad_norm: 1.4454 2020-08-02 01:42:09,995 - mmaction - INFO - Epoch [125][880/940] lr: 2.098e-01, eta: 1 day, 12:04:13, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6207, loss_cls: 2.8708, loss: 2.8708, grad_norm: 1.4094 2020-08-02 01:42:30,373 - mmaction - INFO - Epoch [125][900/940] lr: 2.098e-01, eta: 1 day, 12:03:51, time: 1.018, data_time: 0.004, memory: 6199, top1_acc: 0.3600, top5_acc: 0.6166, loss_cls: 2.8932, loss: 2.8932, grad_norm: 1.4213 2020-08-02 01:42:50,719 - mmaction - INFO - Epoch [125][920/940] lr: 2.098e-01, eta: 1 day, 12:03:29, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6225, loss_cls: 2.8461, loss: 2.8461, grad_norm: 1.4420 2020-08-02 01:43:09,636 - mmaction - INFO - Epoch [125][940/940] lr: 2.098e-01, eta: 1 day, 12:03:06, time: 0.943, data_time: 0.003, memory: 6199, top1_acc: 0.3578, top5_acc: 0.6134, loss_cls: 2.8942, loss: 2.8942, grad_norm: 1.4217 2020-08-02 01:43:40,070 - mmaction - INFO - Epoch [126][20/940] lr: 2.074e-01, eta: 1 day, 12:02:54, time: 1.504, data_time: 0.434, memory: 6199, top1_acc: 0.3785, top5_acc: 0.6275, loss_cls: 2.8322, loss: 2.8322, grad_norm: 1.4264 2020-08-02 01:44:00,126 - mmaction - INFO - Epoch [126][40/940] lr: 2.074e-01, eta: 1 day, 12:02:32, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.8057, loss: 2.8057, grad_norm: 1.4328 2020-08-02 01:44:20,132 - mmaction - INFO - Epoch [126][60/940] lr: 2.074e-01, eta: 1 day, 12:02:10, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6285, loss_cls: 2.8150, loss: 2.8150, grad_norm: 1.4283 2020-08-02 01:44:39,957 - mmaction - INFO - Epoch [126][80/940] lr: 2.074e-01, eta: 1 day, 12:01:48, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6102, loss_cls: 2.8946, loss: 2.8946, grad_norm: 1.4483 2020-08-02 01:44:59,932 - mmaction - INFO - Epoch [126][100/940] lr: 2.074e-01, eta: 1 day, 12:01:25, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6174, loss_cls: 2.8840, loss: 2.8840, grad_norm: 1.4340 2020-08-02 01:45:20,361 - mmaction - INFO - Epoch [126][120/940] lr: 2.074e-01, eta: 1 day, 12:01:04, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6164, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.4413 2020-08-02 01:45:40,471 - mmaction - INFO - Epoch [126][140/940] lr: 2.074e-01, eta: 1 day, 12:00:41, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3822, top5_acc: 0.6279, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4313 2020-08-02 01:46:00,790 - mmaction - INFO - Epoch [126][160/940] lr: 2.074e-01, eta: 1 day, 12:00:20, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6254, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.4461 2020-08-02 01:46:21,320 - mmaction - INFO - Epoch [126][180/940] lr: 2.074e-01, eta: 1 day, 11:59:58, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.3629, top5_acc: 0.6113, loss_cls: 2.9112, loss: 2.9112, grad_norm: 1.4345 2020-08-02 01:46:41,984 - mmaction - INFO - Epoch [126][200/940] lr: 2.074e-01, eta: 1 day, 11:59:36, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6225, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.4085 2020-08-02 01:47:01,931 - mmaction - INFO - Epoch [126][220/940] lr: 2.074e-01, eta: 1 day, 11:59:14, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6164, loss_cls: 2.9070, loss: 2.9070, grad_norm: 1.4164 2020-08-02 01:47:21,938 - mmaction - INFO - Epoch [126][240/940] lr: 2.074e-01, eta: 1 day, 11:58:52, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6299, loss_cls: 2.8356, loss: 2.8356, grad_norm: 1.4294 2020-08-02 01:47:41,833 - mmaction - INFO - Epoch [126][260/940] lr: 2.074e-01, eta: 1 day, 11:58:30, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6188, loss_cls: 2.8493, loss: 2.8493, grad_norm: 1.4024 2020-08-02 01:48:02,077 - mmaction - INFO - Epoch [126][280/940] lr: 2.074e-01, eta: 1 day, 11:58:08, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3879, top5_acc: 0.6348, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.4185 2020-08-02 01:48:22,574 - mmaction - INFO - Epoch [126][300/940] lr: 2.074e-01, eta: 1 day, 11:57:46, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6113, loss_cls: 2.8906, loss: 2.8906, grad_norm: 1.4483 2020-08-02 01:48:43,413 - mmaction - INFO - Epoch [126][320/940] lr: 2.074e-01, eta: 1 day, 11:57:25, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6219, loss_cls: 2.8407, loss: 2.8407, grad_norm: 1.4136 2020-08-02 01:49:03,887 - mmaction - INFO - Epoch [126][340/940] lr: 2.074e-01, eta: 1 day, 11:57:03, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6193, loss_cls: 2.8352, loss: 2.8352, grad_norm: 1.4388 2020-08-02 01:49:23,919 - mmaction - INFO - Epoch [126][360/940] lr: 2.074e-01, eta: 1 day, 11:56:41, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6232, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.4352 2020-08-02 01:49:44,369 - mmaction - INFO - Epoch [126][380/940] lr: 2.074e-01, eta: 1 day, 11:56:19, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6252, loss_cls: 2.8396, loss: 2.8396, grad_norm: 1.4034 2020-08-02 01:50:05,272 - mmaction - INFO - Epoch [126][400/940] lr: 2.074e-01, eta: 1 day, 11:55:58, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6248, loss_cls: 2.7923, loss: 2.7923, grad_norm: 1.4381 2020-08-02 01:50:26,063 - mmaction - INFO - Epoch [126][420/940] lr: 2.074e-01, eta: 1 day, 11:55:36, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6244, loss_cls: 2.8861, loss: 2.8861, grad_norm: 1.4532 2020-08-02 01:50:46,977 - mmaction - INFO - Epoch [126][440/940] lr: 2.074e-01, eta: 1 day, 11:55:15, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6246, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.4514 2020-08-02 01:51:07,256 - mmaction - INFO - Epoch [126][460/940] lr: 2.074e-01, eta: 1 day, 11:54:53, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6219, loss_cls: 2.8503, loss: 2.8503, grad_norm: 1.4377 2020-08-02 01:51:27,173 - mmaction - INFO - Epoch [126][480/940] lr: 2.074e-01, eta: 1 day, 11:54:31, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6318, loss_cls: 2.8006, loss: 2.8006, grad_norm: 1.4650 2020-08-02 01:51:47,339 - mmaction - INFO - Epoch [126][500/940] lr: 2.074e-01, eta: 1 day, 11:54:09, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3660, top5_acc: 0.6162, loss_cls: 2.8581, loss: 2.8581, grad_norm: 1.4408 2020-08-02 01:52:07,407 - mmaction - INFO - Epoch [126][520/940] lr: 2.074e-01, eta: 1 day, 11:53:47, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6256, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.4202 2020-08-02 01:52:27,901 - mmaction - INFO - Epoch [126][540/940] lr: 2.074e-01, eta: 1 day, 11:53:25, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.3791, top5_acc: 0.6346, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.4259 2020-08-02 01:52:48,343 - mmaction - INFO - Epoch [126][560/940] lr: 2.074e-01, eta: 1 day, 11:53:03, time: 1.026, data_time: 0.010, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6129, loss_cls: 2.8488, loss: 2.8488, grad_norm: 1.4182 2020-08-02 01:53:08,337 - mmaction - INFO - Epoch [126][580/940] lr: 2.074e-01, eta: 1 day, 11:52:41, time: 1.000, data_time: 0.002, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6121, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.4417 2020-08-02 01:53:28,757 - mmaction - INFO - Epoch [126][600/940] lr: 2.074e-01, eta: 1 day, 11:52:19, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3764, top5_acc: 0.6244, loss_cls: 2.8521, loss: 2.8521, grad_norm: 1.4470 2020-08-02 01:53:48,821 - mmaction - INFO - Epoch [126][620/940] lr: 2.074e-01, eta: 1 day, 11:51:57, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6189, loss_cls: 2.8667, loss: 2.8667, grad_norm: 1.4370 2020-08-02 01:54:08,941 - mmaction - INFO - Epoch [126][640/940] lr: 2.074e-01, eta: 1 day, 11:51:35, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6146, loss_cls: 2.8878, loss: 2.8878, grad_norm: 1.4510 2020-08-02 01:54:29,698 - mmaction - INFO - Epoch [126][660/940] lr: 2.074e-01, eta: 1 day, 11:51:14, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6242, loss_cls: 2.8676, loss: 2.8676, grad_norm: 1.4155 2020-08-02 01:54:49,921 - mmaction - INFO - Epoch [126][680/940] lr: 2.074e-01, eta: 1 day, 11:50:52, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.3777, top5_acc: 0.6193, loss_cls: 2.8353, loss: 2.8353, grad_norm: 1.4296 2020-08-02 01:55:10,540 - mmaction - INFO - Epoch [126][700/940] lr: 2.074e-01, eta: 1 day, 11:50:30, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6309, loss_cls: 2.8184, loss: 2.8184, grad_norm: 1.4565 2020-08-02 01:55:31,000 - mmaction - INFO - Epoch [126][720/940] lr: 2.074e-01, eta: 1 day, 11:50:09, time: 1.024, data_time: 0.004, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8733, loss: 2.8733, grad_norm: 1.4355 2020-08-02 01:55:51,428 - mmaction - INFO - Epoch [126][740/940] lr: 2.074e-01, eta: 1 day, 11:49:47, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6307, loss_cls: 2.8294, loss: 2.8294, grad_norm: 1.4521 2020-08-02 01:56:11,527 - mmaction - INFO - Epoch [126][760/940] lr: 2.074e-01, eta: 1 day, 11:49:25, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3701, top5_acc: 0.6236, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.4271 2020-08-02 01:56:31,568 - mmaction - INFO - Epoch [126][780/940] lr: 2.074e-01, eta: 1 day, 11:49:03, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3738, top5_acc: 0.6117, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.4571 2020-08-02 01:56:51,907 - mmaction - INFO - Epoch [126][800/940] lr: 2.074e-01, eta: 1 day, 11:48:41, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.3502, top5_acc: 0.6139, loss_cls: 2.9286, loss: 2.9286, grad_norm: 1.4468 2020-08-02 01:57:11,748 - mmaction - INFO - Epoch [126][820/940] lr: 2.074e-01, eta: 1 day, 11:48:18, time: 0.992, data_time: 0.010, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6254, loss_cls: 2.8456, loss: 2.8456, grad_norm: 1.4245 2020-08-02 01:57:31,955 - mmaction - INFO - Epoch [126][840/940] lr: 2.074e-01, eta: 1 day, 11:47:56, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.3676, top5_acc: 0.6154, loss_cls: 2.9068, loss: 2.9068, grad_norm: 1.4283 2020-08-02 01:57:52,055 - mmaction - INFO - Epoch [126][860/940] lr: 2.074e-01, eta: 1 day, 11:47:34, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6148, loss_cls: 2.8943, loss: 2.8943, grad_norm: 1.4374 2020-08-02 01:58:12,443 - mmaction - INFO - Epoch [126][880/940] lr: 2.074e-01, eta: 1 day, 11:47:13, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6154, loss_cls: 2.9086, loss: 2.9086, grad_norm: 1.4281 2020-08-02 01:58:33,488 - mmaction - INFO - Epoch [126][900/940] lr: 2.074e-01, eta: 1 day, 11:46:51, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.3582, top5_acc: 0.6102, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.4206 2020-08-02 01:58:53,577 - mmaction - INFO - Epoch [126][920/940] lr: 2.074e-01, eta: 1 day, 11:46:29, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.4080 2020-08-02 01:59:12,763 - mmaction - INFO - Epoch [126][940/940] lr: 2.074e-01, eta: 1 day, 11:46:06, time: 0.961, data_time: 0.008, memory: 6199, top1_acc: 0.3667, top5_acc: 0.6165, loss_cls: 2.8596, loss: 2.8596, grad_norm: 1.4551 2020-08-02 01:59:43,499 - mmaction - INFO - Epoch [127][20/940] lr: 2.049e-01, eta: 1 day, 11:45:55, time: 1.518, data_time: 0.425, memory: 6199, top1_acc: 0.3793, top5_acc: 0.6330, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.4300 2020-08-02 02:00:08,856 - mmaction - INFO - Epoch [127][40/940] lr: 2.049e-01, eta: 1 day, 11:45:37, time: 1.233, data_time: 0.008, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6258, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.4426 2020-08-02 02:00:28,729 - mmaction - INFO - Epoch [127][60/940] lr: 2.049e-01, eta: 1 day, 11:45:16, time: 1.030, data_time: 0.048, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6121, loss_cls: 2.8802, loss: 2.8802, grad_norm: 1.4518 2020-08-02 02:00:48,159 - mmaction - INFO - Epoch [127][80/940] lr: 2.049e-01, eta: 1 day, 11:44:53, time: 0.970, data_time: 0.008, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6152, loss_cls: 2.8725, loss: 2.8725, grad_norm: 1.4409 2020-08-02 02:01:09,398 - mmaction - INFO - Epoch [127][100/940] lr: 2.049e-01, eta: 1 day, 11:44:32, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.3742, top5_acc: 0.6291, loss_cls: 2.8017, loss: 2.8017, grad_norm: 1.4302 2020-08-02 02:01:29,766 - mmaction - INFO - Epoch [127][120/940] lr: 2.049e-01, eta: 1 day, 11:44:10, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6297, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.4342 2020-08-02 02:01:50,930 - mmaction - INFO - Epoch [127][140/940] lr: 2.049e-01, eta: 1 day, 11:43:49, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6260, loss_cls: 2.8071, loss: 2.8071, grad_norm: 1.4330 2020-08-02 02:02:12,079 - mmaction - INFO - Epoch [127][160/940] lr: 2.049e-01, eta: 1 day, 11:43:28, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3674, top5_acc: 0.6279, loss_cls: 2.8505, loss: 2.8505, grad_norm: 1.4458 2020-08-02 02:02:33,549 - mmaction - INFO - Epoch [127][180/940] lr: 2.049e-01, eta: 1 day, 11:43:08, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6150, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.4206 2020-08-02 02:02:54,399 - mmaction - INFO - Epoch [127][200/940] lr: 2.049e-01, eta: 1 day, 11:42:46, time: 1.044, data_time: 0.009, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6299, loss_cls: 2.8373, loss: 2.8373, grad_norm: 1.4337 2020-08-02 02:03:15,325 - mmaction - INFO - Epoch [127][220/940] lr: 2.049e-01, eta: 1 day, 11:42:25, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6115, loss_cls: 2.8986, loss: 2.8986, grad_norm: 1.4294 2020-08-02 02:03:35,774 - mmaction - INFO - Epoch [127][240/940] lr: 2.049e-01, eta: 1 day, 11:42:03, time: 1.025, data_time: 0.010, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6352, loss_cls: 2.8214, loss: 2.8214, grad_norm: 1.4560 2020-08-02 02:03:56,300 - mmaction - INFO - Epoch [127][260/940] lr: 2.049e-01, eta: 1 day, 11:41:42, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6186, loss_cls: 2.8649, loss: 2.8649, grad_norm: 1.4598 2020-08-02 02:04:16,387 - mmaction - INFO - Epoch [127][280/940] lr: 2.049e-01, eta: 1 day, 11:41:20, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6301, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.4353 2020-08-02 02:04:36,976 - mmaction - INFO - Epoch [127][300/940] lr: 2.049e-01, eta: 1 day, 11:40:58, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.3553, top5_acc: 0.6090, loss_cls: 2.9124, loss: 2.9124, grad_norm: 1.4326 2020-08-02 02:04:58,020 - mmaction - INFO - Epoch [127][320/940] lr: 2.049e-01, eta: 1 day, 11:40:37, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6254, loss_cls: 2.8508, loss: 2.8508, grad_norm: 1.4063 2020-08-02 02:05:17,920 - mmaction - INFO - Epoch [127][340/940] lr: 2.049e-01, eta: 1 day, 11:40:15, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6309, loss_cls: 2.8310, loss: 2.8310, grad_norm: 1.4051 2020-08-02 02:05:38,028 - mmaction - INFO - Epoch [127][360/940] lr: 2.049e-01, eta: 1 day, 11:39:53, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.3764, top5_acc: 0.6217, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.4363 2020-08-02 02:05:58,303 - mmaction - INFO - Epoch [127][380/940] lr: 2.049e-01, eta: 1 day, 11:39:31, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6375, loss_cls: 2.7961, loss: 2.7961, grad_norm: 1.4379 2020-08-02 02:06:18,844 - mmaction - INFO - Epoch [127][400/940] lr: 2.049e-01, eta: 1 day, 11:39:09, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6191, loss_cls: 2.8665, loss: 2.8665, grad_norm: 1.4455 2020-08-02 02:06:39,455 - mmaction - INFO - Epoch [127][420/940] lr: 2.049e-01, eta: 1 day, 11:38:48, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8526, loss: 2.8526, grad_norm: 1.4198 2020-08-02 02:06:59,754 - mmaction - INFO - Epoch [127][440/940] lr: 2.049e-01, eta: 1 day, 11:38:26, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.3941, top5_acc: 0.6266, loss_cls: 2.7989, loss: 2.7989, grad_norm: 1.4434 2020-08-02 02:07:19,703 - mmaction - INFO - Epoch [127][460/940] lr: 2.049e-01, eta: 1 day, 11:38:04, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6275, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.4571 2020-08-02 02:07:40,224 - mmaction - INFO - Epoch [127][480/940] lr: 2.049e-01, eta: 1 day, 11:37:42, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6193, loss_cls: 2.8515, loss: 2.8515, grad_norm: 1.4675 2020-08-02 02:08:00,950 - mmaction - INFO - Epoch [127][500/940] lr: 2.049e-01, eta: 1 day, 11:37:21, time: 1.041, data_time: 0.011, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6352, loss_cls: 2.8048, loss: 2.8048, grad_norm: 1.4547 2020-08-02 02:08:21,663 - mmaction - INFO - Epoch [127][520/940] lr: 2.049e-01, eta: 1 day, 11:36:59, time: 1.036, data_time: 0.002, memory: 6199, top1_acc: 0.3711, top5_acc: 0.6205, loss_cls: 2.8530, loss: 2.8530, grad_norm: 1.4433 2020-08-02 02:08:42,396 - mmaction - INFO - Epoch [127][540/940] lr: 2.049e-01, eta: 1 day, 11:36:38, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6250, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.4480 2020-08-02 02:09:02,254 - mmaction - INFO - Epoch [127][560/940] lr: 2.049e-01, eta: 1 day, 11:36:15, time: 0.993, data_time: 0.003, memory: 6199, top1_acc: 0.3840, top5_acc: 0.6188, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.4476 2020-08-02 02:09:22,445 - mmaction - INFO - Epoch [127][580/940] lr: 2.049e-01, eta: 1 day, 11:35:53, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6176, loss_cls: 2.9016, loss: 2.9016, grad_norm: 1.4398 2020-08-02 02:09:43,140 - mmaction - INFO - Epoch [127][600/940] lr: 2.049e-01, eta: 1 day, 11:35:32, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.4302 2020-08-02 02:10:03,483 - mmaction - INFO - Epoch [127][620/940] lr: 2.049e-01, eta: 1 day, 11:35:10, time: 1.015, data_time: 0.003, memory: 6199, top1_acc: 0.3619, top5_acc: 0.6084, loss_cls: 2.9165, loss: 2.9165, grad_norm: 1.4620 2020-08-02 02:10:23,615 - mmaction - INFO - Epoch [127][640/940] lr: 2.049e-01, eta: 1 day, 11:34:48, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6223, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.4305 2020-08-02 02:10:44,376 - mmaction - INFO - Epoch [127][660/940] lr: 2.049e-01, eta: 1 day, 11:34:27, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6301, loss_cls: 2.8150, loss: 2.8150, grad_norm: 1.4055 2020-08-02 02:11:04,661 - mmaction - INFO - Epoch [127][680/940] lr: 2.049e-01, eta: 1 day, 11:34:05, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6229, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.4460 2020-08-02 02:11:24,489 - mmaction - INFO - Epoch [127][700/940] lr: 2.049e-01, eta: 1 day, 11:33:42, time: 0.991, data_time: 0.009, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6152, loss_cls: 2.8774, loss: 2.8774, grad_norm: 1.4439 2020-08-02 02:11:44,821 - mmaction - INFO - Epoch [127][720/940] lr: 2.049e-01, eta: 1 day, 11:33:21, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6303, loss_cls: 2.8484, loss: 2.8484, grad_norm: 1.4498 2020-08-02 02:12:05,464 - mmaction - INFO - Epoch [127][740/940] lr: 2.049e-01, eta: 1 day, 11:32:59, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6127, loss_cls: 2.8772, loss: 2.8772, grad_norm: 1.4403 2020-08-02 02:12:26,368 - mmaction - INFO - Epoch [127][760/940] lr: 2.049e-01, eta: 1 day, 11:32:38, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3547, top5_acc: 0.6127, loss_cls: 2.8955, loss: 2.8955, grad_norm: 1.4486 2020-08-02 02:12:46,830 - mmaction - INFO - Epoch [127][780/940] lr: 2.049e-01, eta: 1 day, 11:32:16, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6271, loss_cls: 2.8604, loss: 2.8604, grad_norm: 1.4630 2020-08-02 02:13:06,858 - mmaction - INFO - Epoch [127][800/940] lr: 2.049e-01, eta: 1 day, 11:31:54, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6127, loss_cls: 2.8724, loss: 2.8724, grad_norm: 1.4586 2020-08-02 02:13:27,643 - mmaction - INFO - Epoch [127][820/940] lr: 2.049e-01, eta: 1 day, 11:31:33, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6199, loss_cls: 2.8498, loss: 2.8498, grad_norm: 1.4429 2020-08-02 02:13:47,656 - mmaction - INFO - Epoch [127][840/940] lr: 2.049e-01, eta: 1 day, 11:31:10, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6127, loss_cls: 2.8897, loss: 2.8897, grad_norm: 1.4569 2020-08-02 02:14:08,369 - mmaction - INFO - Epoch [127][860/940] lr: 2.049e-01, eta: 1 day, 11:30:49, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6152, loss_cls: 2.8759, loss: 2.8759, grad_norm: 1.4382 2020-08-02 02:14:28,414 - mmaction - INFO - Epoch [127][880/940] lr: 2.049e-01, eta: 1 day, 11:30:27, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3576, top5_acc: 0.6223, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.4400 2020-08-02 02:14:48,803 - mmaction - INFO - Epoch [127][900/940] lr: 2.049e-01, eta: 1 day, 11:30:05, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6344, loss_cls: 2.8407, loss: 2.8407, grad_norm: 1.4478 2020-08-02 02:15:09,111 - mmaction - INFO - Epoch [127][920/940] lr: 2.049e-01, eta: 1 day, 11:29:43, time: 1.015, data_time: 0.004, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6248, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.4370 2020-08-02 02:15:28,063 - mmaction - INFO - Epoch [127][940/940] lr: 2.049e-01, eta: 1 day, 11:29:20, time: 0.949, data_time: 0.004, memory: 6199, top1_acc: 0.3742, top5_acc: 0.6280, loss_cls: 2.8696, loss: 2.8696, grad_norm: 1.4367 2020-08-02 02:16:00,791 - mmaction - INFO - Epoch [128][20/940] lr: 2.025e-01, eta: 1 day, 11:29:10, time: 1.610, data_time: 0.616, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6316, loss_cls: 2.7939, loss: 2.7939, grad_norm: 1.4636 2020-08-02 02:16:20,805 - mmaction - INFO - Epoch [128][40/940] lr: 2.025e-01, eta: 1 day, 11:28:48, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6227, loss_cls: 2.8555, loss: 2.8555, grad_norm: 1.4520 2020-08-02 02:16:42,132 - mmaction - INFO - Epoch [128][60/940] lr: 2.025e-01, eta: 1 day, 11:28:27, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6199, loss_cls: 2.8655, loss: 2.8655, grad_norm: 1.4325 2020-08-02 02:17:02,015 - mmaction - INFO - Epoch [128][80/940] lr: 2.025e-01, eta: 1 day, 11:28:05, time: 0.995, data_time: 0.004, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6188, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.4461 2020-08-02 02:17:22,560 - mmaction - INFO - Epoch [128][100/940] lr: 2.025e-01, eta: 1 day, 11:27:43, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6234, loss_cls: 2.8650, loss: 2.8650, grad_norm: 1.4325 2020-08-02 02:17:42,646 - mmaction - INFO - Epoch [128][120/940] lr: 2.025e-01, eta: 1 day, 11:27:21, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6184, loss_cls: 2.8947, loss: 2.8947, grad_norm: 1.4671 2020-08-02 02:18:02,979 - mmaction - INFO - Epoch [128][140/940] lr: 2.025e-01, eta: 1 day, 11:27:00, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6355, loss_cls: 2.8008, loss: 2.8008, grad_norm: 1.4495 2020-08-02 02:18:22,922 - mmaction - INFO - Epoch [128][160/940] lr: 2.025e-01, eta: 1 day, 11:26:37, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.3715, top5_acc: 0.6189, loss_cls: 2.8634, loss: 2.8634, grad_norm: 1.4639 2020-08-02 02:18:43,687 - mmaction - INFO - Epoch [128][180/940] lr: 2.025e-01, eta: 1 day, 11:26:16, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.3652, top5_acc: 0.6164, loss_cls: 2.8651, loss: 2.8651, grad_norm: 1.4409 2020-08-02 02:19:04,373 - mmaction - INFO - Epoch [128][200/940] lr: 2.025e-01, eta: 1 day, 11:25:55, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3793, top5_acc: 0.6281, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.4619 2020-08-02 02:19:24,561 - mmaction - INFO - Epoch [128][220/940] lr: 2.025e-01, eta: 1 day, 11:25:33, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.3623, top5_acc: 0.6055, loss_cls: 2.9111, loss: 2.9111, grad_norm: 1.4862 2020-08-02 02:19:44,994 - mmaction - INFO - Epoch [128][240/940] lr: 2.025e-01, eta: 1 day, 11:25:11, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6215, loss_cls: 2.8509, loss: 2.8509, grad_norm: 1.4614 2020-08-02 02:20:05,366 - mmaction - INFO - Epoch [128][260/940] lr: 2.025e-01, eta: 1 day, 11:24:49, time: 1.020, data_time: 0.010, memory: 6199, top1_acc: 0.3783, top5_acc: 0.6270, loss_cls: 2.8100, loss: 2.8100, grad_norm: 1.4295 2020-08-02 02:20:25,716 - mmaction - INFO - Epoch [128][280/940] lr: 2.025e-01, eta: 1 day, 11:24:27, time: 1.017, data_time: 0.002, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6221, loss_cls: 2.8516, loss: 2.8516, grad_norm: 1.4636 2020-08-02 02:20:46,044 - mmaction - INFO - Epoch [128][300/940] lr: 2.025e-01, eta: 1 day, 11:24:05, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6225, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.4607 2020-08-02 02:21:06,395 - mmaction - INFO - Epoch [128][320/940] lr: 2.025e-01, eta: 1 day, 11:23:44, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6289, loss_cls: 2.8238, loss: 2.8238, grad_norm: 1.4677 2020-08-02 02:21:26,580 - mmaction - INFO - Epoch [128][340/940] lr: 2.025e-01, eta: 1 day, 11:23:22, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6260, loss_cls: 2.8374, loss: 2.8374, grad_norm: 1.4362 2020-08-02 02:21:47,062 - mmaction - INFO - Epoch [128][360/940] lr: 2.025e-01, eta: 1 day, 11:23:00, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6295, loss_cls: 2.8281, loss: 2.8281, grad_norm: 1.4341 2020-08-02 02:22:07,180 - mmaction - INFO - Epoch [128][380/940] lr: 2.025e-01, eta: 1 day, 11:22:38, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6191, loss_cls: 2.8439, loss: 2.8439, grad_norm: 1.4355 2020-08-02 02:22:27,482 - mmaction - INFO - Epoch [128][400/940] lr: 2.025e-01, eta: 1 day, 11:22:16, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3811, top5_acc: 0.6301, loss_cls: 2.7977, loss: 2.7977, grad_norm: 1.4534 2020-08-02 02:22:48,112 - mmaction - INFO - Epoch [128][420/940] lr: 2.025e-01, eta: 1 day, 11:21:55, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6385, loss_cls: 2.7971, loss: 2.7971, grad_norm: 1.4628 2020-08-02 02:23:08,500 - mmaction - INFO - Epoch [128][440/940] lr: 2.025e-01, eta: 1 day, 11:21:33, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6303, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.4480 2020-08-02 02:23:28,727 - mmaction - INFO - Epoch [128][460/940] lr: 2.025e-01, eta: 1 day, 11:21:11, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6342, loss_cls: 2.7866, loss: 2.7866, grad_norm: 1.4516 2020-08-02 02:23:49,734 - mmaction - INFO - Epoch [128][480/940] lr: 2.025e-01, eta: 1 day, 11:20:50, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6213, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.4182 2020-08-02 02:24:09,936 - mmaction - INFO - Epoch [128][500/940] lr: 2.025e-01, eta: 1 day, 11:20:28, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6131, loss_cls: 2.8726, loss: 2.8726, grad_norm: 1.4432 2020-08-02 02:24:31,124 - mmaction - INFO - Epoch [128][520/940] lr: 2.025e-01, eta: 1 day, 11:20:07, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6242, loss_cls: 2.8824, loss: 2.8824, grad_norm: 1.4525 2020-08-02 02:24:52,072 - mmaction - INFO - Epoch [128][540/940] lr: 2.025e-01, eta: 1 day, 11:19:46, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3641, top5_acc: 0.6242, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.4367 2020-08-02 02:25:12,557 - mmaction - INFO - Epoch [128][560/940] lr: 2.025e-01, eta: 1 day, 11:19:24, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6314, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.4499 2020-08-02 02:25:34,413 - mmaction - INFO - Epoch [128][580/940] lr: 2.025e-01, eta: 1 day, 11:19:04, time: 1.097, data_time: 0.008, memory: 6199, top1_acc: 0.3777, top5_acc: 0.6229, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.4612 2020-08-02 02:25:55,236 - mmaction - INFO - Epoch [128][600/940] lr: 2.025e-01, eta: 1 day, 11:18:42, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.8884, loss: 2.8884, grad_norm: 1.4586 2020-08-02 02:26:15,732 - mmaction - INFO - Epoch [128][620/940] lr: 2.025e-01, eta: 1 day, 11:18:21, time: 1.024, data_time: 0.004, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6143, loss_cls: 2.8774, loss: 2.8774, grad_norm: 1.4396 2020-08-02 02:26:36,984 - mmaction - INFO - Epoch [128][640/940] lr: 2.025e-01, eta: 1 day, 11:18:00, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6318, loss_cls: 2.8174, loss: 2.8174, grad_norm: 1.4306 2020-08-02 02:26:57,620 - mmaction - INFO - Epoch [128][660/940] lr: 2.025e-01, eta: 1 day, 11:17:38, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3848, top5_acc: 0.6225, loss_cls: 2.8410, loss: 2.8410, grad_norm: 1.4363 2020-08-02 02:27:18,229 - mmaction - INFO - Epoch [128][680/940] lr: 2.025e-01, eta: 1 day, 11:17:17, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.3822, top5_acc: 0.6322, loss_cls: 2.8233, loss: 2.8233, grad_norm: 1.4497 2020-08-02 02:27:38,498 - mmaction - INFO - Epoch [128][700/940] lr: 2.025e-01, eta: 1 day, 11:16:55, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6215, loss_cls: 2.8848, loss: 2.8848, grad_norm: 1.4500 2020-08-02 02:27:58,716 - mmaction - INFO - Epoch [128][720/940] lr: 2.025e-01, eta: 1 day, 11:16:33, time: 1.013, data_time: 0.010, memory: 6199, top1_acc: 0.3811, top5_acc: 0.6227, loss_cls: 2.8386, loss: 2.8386, grad_norm: 1.4504 2020-08-02 02:28:19,257 - mmaction - INFO - Epoch [128][740/940] lr: 2.025e-01, eta: 1 day, 11:16:11, time: 1.023, data_time: 0.002, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6324, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.4447 2020-08-02 02:28:39,566 - mmaction - INFO - Epoch [128][760/940] lr: 2.025e-01, eta: 1 day, 11:15:50, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6127, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.4436 2020-08-02 02:28:59,502 - mmaction - INFO - Epoch [128][780/940] lr: 2.025e-01, eta: 1 day, 11:15:27, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6295, loss_cls: 2.8326, loss: 2.8326, grad_norm: 1.4619 2020-08-02 02:29:20,224 - mmaction - INFO - Epoch [128][800/940] lr: 2.025e-01, eta: 1 day, 11:15:06, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3615, top5_acc: 0.6082, loss_cls: 2.9047, loss: 2.9047, grad_norm: 1.4845 2020-08-02 02:29:40,906 - mmaction - INFO - Epoch [128][820/940] lr: 2.025e-01, eta: 1 day, 11:14:44, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3689, top5_acc: 0.6166, loss_cls: 2.8657, loss: 2.8657, grad_norm: 1.4407 2020-08-02 02:30:00,976 - mmaction - INFO - Epoch [128][840/940] lr: 2.025e-01, eta: 1 day, 11:14:22, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6221, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.4300 2020-08-02 02:30:21,088 - mmaction - INFO - Epoch [128][860/940] lr: 2.025e-01, eta: 1 day, 11:14:00, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3742, top5_acc: 0.6305, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.4241 2020-08-02 02:30:41,350 - mmaction - INFO - Epoch [128][880/940] lr: 2.025e-01, eta: 1 day, 11:13:38, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6326, loss_cls: 2.8089, loss: 2.8089, grad_norm: 1.4270 2020-08-02 02:31:01,943 - mmaction - INFO - Epoch [128][900/940] lr: 2.025e-01, eta: 1 day, 11:13:17, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3771, top5_acc: 0.6105, loss_cls: 2.8682, loss: 2.8682, grad_norm: 1.4492 2020-08-02 02:31:22,162 - mmaction - INFO - Epoch [128][920/940] lr: 2.025e-01, eta: 1 day, 11:12:55, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3598, top5_acc: 0.6082, loss_cls: 2.9085, loss: 2.9085, grad_norm: 1.4485 2020-08-02 02:31:41,498 - mmaction - INFO - Epoch [128][940/940] lr: 2.025e-01, eta: 1 day, 11:12:32, time: 0.966, data_time: 0.008, memory: 6199, top1_acc: 0.3673, top5_acc: 0.6185, loss_cls: 2.8967, loss: 2.8967, grad_norm: 1.4385 2020-08-02 02:31:41,760 - mmaction - INFO - Saving checkpoint at 128 epochs 2020-08-02 02:32:12,045 - mmaction - INFO - Epoch [129][20/940] lr: 2.000e-01, eta: 1 day, 11:12:18, time: 1.397, data_time: 0.406, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6377, loss_cls: 2.8082, loss: 2.8082, grad_norm: 1.4438 2020-08-02 02:32:31,759 - mmaction - INFO - Epoch [129][40/940] lr: 2.000e-01, eta: 1 day, 11:11:56, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.3826, top5_acc: 0.6361, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.4289 2020-08-02 02:32:51,852 - mmaction - INFO - Epoch [129][60/940] lr: 2.000e-01, eta: 1 day, 11:11:34, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6268, loss_cls: 2.8108, loss: 2.8108, grad_norm: 1.4575 2020-08-02 02:33:12,502 - mmaction - INFO - Epoch [129][80/940] lr: 2.000e-01, eta: 1 day, 11:11:12, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6299, loss_cls: 2.8073, loss: 2.8073, grad_norm: 1.4289 2020-08-02 02:33:33,284 - mmaction - INFO - Epoch [129][100/940] lr: 2.000e-01, eta: 1 day, 11:10:51, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6244, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.4234 2020-08-02 02:33:54,114 - mmaction - INFO - Epoch [129][120/940] lr: 2.000e-01, eta: 1 day, 11:10:29, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6258, loss_cls: 2.8305, loss: 2.8305, grad_norm: 1.4674 2020-08-02 02:34:14,370 - mmaction - INFO - Epoch [129][140/940] lr: 2.000e-01, eta: 1 day, 11:10:07, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.3848, top5_acc: 0.6283, loss_cls: 2.7859, loss: 2.7859, grad_norm: 1.4593 2020-08-02 02:34:35,718 - mmaction - INFO - Epoch [129][160/940] lr: 2.000e-01, eta: 1 day, 11:09:47, time: 1.068, data_time: 0.010, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6375, loss_cls: 2.7394, loss: 2.7394, grad_norm: 1.4452 2020-08-02 02:34:56,681 - mmaction - INFO - Epoch [129][180/940] lr: 2.000e-01, eta: 1 day, 11:09:26, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6229, loss_cls: 2.8431, loss: 2.8431, grad_norm: 1.4862 2020-08-02 02:35:17,109 - mmaction - INFO - Epoch [129][200/940] lr: 2.000e-01, eta: 1 day, 11:09:04, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6205, loss_cls: 2.8703, loss: 2.8703, grad_norm: 1.4643 2020-08-02 02:35:37,450 - mmaction - INFO - Epoch [129][220/940] lr: 2.000e-01, eta: 1 day, 11:08:42, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3701, top5_acc: 0.6295, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.4622 2020-08-02 02:35:58,905 - mmaction - INFO - Epoch [129][240/940] lr: 2.000e-01, eta: 1 day, 11:08:21, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3826, top5_acc: 0.6232, loss_cls: 2.8379, loss: 2.8379, grad_norm: 1.4528 2020-08-02 02:36:20,047 - mmaction - INFO - Epoch [129][260/940] lr: 2.000e-01, eta: 1 day, 11:08:00, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6180, loss_cls: 2.8642, loss: 2.8642, grad_norm: 1.4800 2020-08-02 02:36:41,727 - mmaction - INFO - Epoch [129][280/940] lr: 2.000e-01, eta: 1 day, 11:07:40, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6303, loss_cls: 2.8141, loss: 2.8141, grad_norm: 1.4573 2020-08-02 02:37:02,736 - mmaction - INFO - Epoch [129][300/940] lr: 2.000e-01, eta: 1 day, 11:07:19, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6227, loss_cls: 2.8455, loss: 2.8455, grad_norm: 1.4797 2020-08-02 02:37:24,012 - mmaction - INFO - Epoch [129][320/940] lr: 2.000e-01, eta: 1 day, 11:06:58, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6260, loss_cls: 2.8223, loss: 2.8223, grad_norm: 1.4465 2020-08-02 02:37:45,741 - mmaction - INFO - Epoch [129][340/940] lr: 2.000e-01, eta: 1 day, 11:06:37, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6248, loss_cls: 2.8274, loss: 2.8274, grad_norm: 1.4518 2020-08-02 02:38:05,842 - mmaction - INFO - Epoch [129][360/940] lr: 2.000e-01, eta: 1 day, 11:06:15, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6330, loss_cls: 2.7756, loss: 2.7756, grad_norm: 1.4610 2020-08-02 02:38:27,479 - mmaction - INFO - Epoch [129][380/940] lr: 2.000e-01, eta: 1 day, 11:05:55, time: 1.080, data_time: 0.003, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6295, loss_cls: 2.8051, loss: 2.8051, grad_norm: 1.4412 2020-08-02 02:38:48,042 - mmaction - INFO - Epoch [129][400/940] lr: 2.000e-01, eta: 1 day, 11:05:33, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6303, loss_cls: 2.8411, loss: 2.8411, grad_norm: 1.4499 2020-08-02 02:39:09,193 - mmaction - INFO - Epoch [129][420/940] lr: 2.000e-01, eta: 1 day, 11:05:12, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.3711, top5_acc: 0.6217, loss_cls: 2.8442, loss: 2.8442, grad_norm: 1.4614 2020-08-02 02:39:30,089 - mmaction - INFO - Epoch [129][440/940] lr: 2.000e-01, eta: 1 day, 11:04:51, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.3783, top5_acc: 0.6346, loss_cls: 2.8305, loss: 2.8305, grad_norm: 1.4653 2020-08-02 02:39:50,384 - mmaction - INFO - Epoch [129][460/940] lr: 2.000e-01, eta: 1 day, 11:04:29, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6197, loss_cls: 2.8554, loss: 2.8554, grad_norm: 1.4493 2020-08-02 02:40:10,370 - mmaction - INFO - Epoch [129][480/940] lr: 2.000e-01, eta: 1 day, 11:04:07, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6158, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.4544 2020-08-02 02:40:31,562 - mmaction - INFO - Epoch [129][500/940] lr: 2.000e-01, eta: 1 day, 11:03:46, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6246, loss_cls: 2.8444, loss: 2.8444, grad_norm: 1.4704 2020-08-02 02:40:52,151 - mmaction - INFO - Epoch [129][520/940] lr: 2.000e-01, eta: 1 day, 11:03:25, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6191, loss_cls: 2.8862, loss: 2.8862, grad_norm: 1.4561 2020-08-02 02:41:12,215 - mmaction - INFO - Epoch [129][540/940] lr: 2.000e-01, eta: 1 day, 11:03:03, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6256, loss_cls: 2.8078, loss: 2.8078, grad_norm: 1.4333 2020-08-02 02:41:32,051 - mmaction - INFO - Epoch [129][560/940] lr: 2.000e-01, eta: 1 day, 11:02:40, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6146, loss_cls: 2.8797, loss: 2.8797, grad_norm: 1.4621 2020-08-02 02:41:52,017 - mmaction - INFO - Epoch [129][580/940] lr: 2.000e-01, eta: 1 day, 11:02:18, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6211, loss_cls: 2.8730, loss: 2.8730, grad_norm: 1.4505 2020-08-02 02:42:12,138 - mmaction - INFO - Epoch [129][600/940] lr: 2.000e-01, eta: 1 day, 11:01:56, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6244, loss_cls: 2.8120, loss: 2.8120, grad_norm: 1.4716 2020-08-02 02:42:32,637 - mmaction - INFO - Epoch [129][620/940] lr: 2.000e-01, eta: 1 day, 11:01:34, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3830, top5_acc: 0.6227, loss_cls: 2.8193, loss: 2.8193, grad_norm: 1.4360 2020-08-02 02:42:52,765 - mmaction - INFO - Epoch [129][640/940] lr: 2.000e-01, eta: 1 day, 11:01:12, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.3730, top5_acc: 0.6250, loss_cls: 2.8547, loss: 2.8547, grad_norm: 1.4354 2020-08-02 02:43:12,947 - mmaction - INFO - Epoch [129][660/940] lr: 2.000e-01, eta: 1 day, 11:00:51, time: 1.012, data_time: 0.010, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6160, loss_cls: 2.8842, loss: 2.8842, grad_norm: 1.4467 2020-08-02 02:43:33,473 - mmaction - INFO - Epoch [129][680/940] lr: 2.000e-01, eta: 1 day, 11:00:29, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8613, loss: 2.8613, grad_norm: 1.4332 2020-08-02 02:43:53,512 - mmaction - INFO - Epoch [129][700/940] lr: 2.000e-01, eta: 1 day, 11:00:07, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.3643, top5_acc: 0.6225, loss_cls: 2.8549, loss: 2.8549, grad_norm: 1.4361 2020-08-02 02:44:13,846 - mmaction - INFO - Epoch [129][720/940] lr: 2.000e-01, eta: 1 day, 10:59:45, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6236, loss_cls: 2.8632, loss: 2.8632, grad_norm: 1.4422 2020-08-02 02:44:34,225 - mmaction - INFO - Epoch [129][740/940] lr: 2.000e-01, eta: 1 day, 10:59:23, time: 1.019, data_time: 0.010, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6186, loss_cls: 2.8689, loss: 2.8689, grad_norm: 1.4781 2020-08-02 02:44:55,464 - mmaction - INFO - Epoch [129][760/940] lr: 2.000e-01, eta: 1 day, 10:59:02, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6381, loss_cls: 2.7780, loss: 2.7780, grad_norm: 1.4433 2020-08-02 02:45:15,786 - mmaction - INFO - Epoch [129][780/940] lr: 2.000e-01, eta: 1 day, 10:58:41, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6268, loss_cls: 2.8394, loss: 2.8394, grad_norm: 1.4716 2020-08-02 02:45:36,885 - mmaction - INFO - Epoch [129][800/940] lr: 2.000e-01, eta: 1 day, 10:58:20, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6215, loss_cls: 2.8229, loss: 2.8229, grad_norm: 1.4616 2020-08-02 02:45:57,789 - mmaction - INFO - Epoch [129][820/940] lr: 2.000e-01, eta: 1 day, 10:57:58, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6264, loss_cls: 2.8524, loss: 2.8524, grad_norm: 1.4652 2020-08-02 02:46:18,614 - mmaction - INFO - Epoch [129][840/940] lr: 2.000e-01, eta: 1 day, 10:57:37, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6211, loss_cls: 2.8569, loss: 2.8569, grad_norm: 1.4386 2020-08-02 02:46:39,140 - mmaction - INFO - Epoch [129][860/940] lr: 2.000e-01, eta: 1 day, 10:57:15, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6236, loss_cls: 2.8454, loss: 2.8454, grad_norm: 1.4826 2020-08-02 02:46:59,714 - mmaction - INFO - Epoch [129][880/940] lr: 2.000e-01, eta: 1 day, 10:56:54, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6061, loss_cls: 2.8607, loss: 2.8607, grad_norm: 1.4513 2020-08-02 02:47:20,100 - mmaction - INFO - Epoch [129][900/940] lr: 2.000e-01, eta: 1 day, 10:56:32, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6271, loss_cls: 2.8423, loss: 2.8423, grad_norm: 1.4588 2020-08-02 02:47:40,327 - mmaction - INFO - Epoch [129][920/940] lr: 2.000e-01, eta: 1 day, 10:56:10, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6264, loss_cls: 2.8543, loss: 2.8543, grad_norm: 1.4453 2020-08-02 02:47:59,435 - mmaction - INFO - Epoch [129][940/940] lr: 2.000e-01, eta: 1 day, 10:55:47, time: 0.960, data_time: 0.008, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6256, loss_cls: 2.8043, loss: 2.8043, grad_norm: 1.4610 2020-08-02 02:48:30,113 - mmaction - INFO - Epoch [130][20/940] lr: 1.975e-01, eta: 1 day, 10:55:35, time: 1.517, data_time: 0.527, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6285, loss_cls: 2.8115, loss: 2.8115, grad_norm: 1.4542 2020-08-02 02:48:49,894 - mmaction - INFO - Epoch [130][40/940] lr: 1.975e-01, eta: 1 day, 10:55:13, time: 0.988, data_time: 0.005, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6203, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.4474 2020-08-02 02:49:09,989 - mmaction - INFO - Epoch [130][60/940] lr: 1.975e-01, eta: 1 day, 10:54:51, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3828, top5_acc: 0.6271, loss_cls: 2.8272, loss: 2.8272, grad_norm: 1.4525 2020-08-02 02:49:30,275 - mmaction - INFO - Epoch [130][80/940] lr: 1.975e-01, eta: 1 day, 10:54:29, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3885, top5_acc: 0.6379, loss_cls: 2.7872, loss: 2.7872, grad_norm: 1.4433 2020-08-02 02:49:49,876 - mmaction - INFO - Epoch [130][100/940] lr: 1.975e-01, eta: 1 day, 10:54:07, time: 0.982, data_time: 0.008, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6285, loss_cls: 2.7920, loss: 2.7920, grad_norm: 1.4955 2020-08-02 02:50:10,260 - mmaction - INFO - Epoch [130][120/940] lr: 1.975e-01, eta: 1 day, 10:53:45, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.3639, top5_acc: 0.6232, loss_cls: 2.8680, loss: 2.8680, grad_norm: 1.4721 2020-08-02 02:50:31,272 - mmaction - INFO - Epoch [130][140/940] lr: 1.975e-01, eta: 1 day, 10:53:24, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6189, loss_cls: 2.8208, loss: 2.8208, grad_norm: 1.4630 2020-08-02 02:50:51,327 - mmaction - INFO - Epoch [130][160/940] lr: 1.975e-01, eta: 1 day, 10:53:02, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6193, loss_cls: 2.8598, loss: 2.8598, grad_norm: 1.4560 2020-08-02 02:51:11,377 - mmaction - INFO - Epoch [130][180/940] lr: 1.975e-01, eta: 1 day, 10:52:40, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6236, loss_cls: 2.8426, loss: 2.8426, grad_norm: 1.4722 2020-08-02 02:51:31,338 - mmaction - INFO - Epoch [130][200/940] lr: 1.975e-01, eta: 1 day, 10:52:17, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.3766, top5_acc: 0.6248, loss_cls: 2.8207, loss: 2.8207, grad_norm: 1.4764 2020-08-02 02:51:52,411 - mmaction - INFO - Epoch [130][220/940] lr: 1.975e-01, eta: 1 day, 10:51:56, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3781, top5_acc: 0.6324, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.4470 2020-08-02 02:52:12,992 - mmaction - INFO - Epoch [130][240/940] lr: 1.975e-01, eta: 1 day, 10:51:35, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3625, top5_acc: 0.6207, loss_cls: 2.8993, loss: 2.8993, grad_norm: 1.5041 2020-08-02 02:52:34,785 - mmaction - INFO - Epoch [130][260/940] lr: 1.975e-01, eta: 1 day, 10:51:14, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6328, loss_cls: 2.7957, loss: 2.7957, grad_norm: 1.4437 2020-08-02 02:52:54,948 - mmaction - INFO - Epoch [130][280/940] lr: 1.975e-01, eta: 1 day, 10:50:52, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6348, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.4498 2020-08-02 02:53:15,594 - mmaction - INFO - Epoch [130][300/940] lr: 1.975e-01, eta: 1 day, 10:50:31, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3838, top5_acc: 0.6295, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.4657 2020-08-02 02:53:37,126 - mmaction - INFO - Epoch [130][320/940] lr: 1.975e-01, eta: 1 day, 10:50:10, time: 1.077, data_time: 0.009, memory: 6199, top1_acc: 0.3701, top5_acc: 0.6154, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.4652 2020-08-02 02:53:57,516 - mmaction - INFO - Epoch [130][340/940] lr: 1.975e-01, eta: 1 day, 10:49:49, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3781, top5_acc: 0.6252, loss_cls: 2.8267, loss: 2.8267, grad_norm: 1.4301 2020-08-02 02:54:17,675 - mmaction - INFO - Epoch [130][360/940] lr: 1.975e-01, eta: 1 day, 10:49:27, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.3828, top5_acc: 0.6381, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.4507 2020-08-02 02:54:38,777 - mmaction - INFO - Epoch [130][380/940] lr: 1.975e-01, eta: 1 day, 10:49:06, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3867, top5_acc: 0.6369, loss_cls: 2.7564, loss: 2.7564, grad_norm: 1.4700 2020-08-02 02:54:58,840 - mmaction - INFO - Epoch [130][400/940] lr: 1.975e-01, eta: 1 day, 10:48:44, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6285, loss_cls: 2.8172, loss: 2.8172, grad_norm: 1.4516 2020-08-02 02:55:19,930 - mmaction - INFO - Epoch [130][420/940] lr: 1.975e-01, eta: 1 day, 10:48:23, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.3646, top5_acc: 0.6195, loss_cls: 2.8672, loss: 2.8672, grad_norm: 1.4608 2020-08-02 02:55:41,369 - mmaction - INFO - Epoch [130][440/940] lr: 1.975e-01, eta: 1 day, 10:48:02, time: 1.072, data_time: 0.005, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6191, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.4506 2020-08-02 02:56:01,962 - mmaction - INFO - Epoch [130][460/940] lr: 1.975e-01, eta: 1 day, 10:47:40, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6268, loss_cls: 2.8131, loss: 2.8131, grad_norm: 1.4636 2020-08-02 02:56:22,838 - mmaction - INFO - Epoch [130][480/940] lr: 1.975e-01, eta: 1 day, 10:47:19, time: 1.044, data_time: 0.003, memory: 6199, top1_acc: 0.3758, top5_acc: 0.6170, loss_cls: 2.8609, loss: 2.8609, grad_norm: 1.4656 2020-08-02 02:56:43,426 - mmaction - INFO - Epoch [130][500/940] lr: 1.975e-01, eta: 1 day, 10:46:58, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6291, loss_cls: 2.8164, loss: 2.8164, grad_norm: 1.4466 2020-08-02 02:57:04,672 - mmaction - INFO - Epoch [130][520/940] lr: 1.975e-01, eta: 1 day, 10:46:37, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6400, loss_cls: 2.7835, loss: 2.7835, grad_norm: 1.4601 2020-08-02 02:57:25,914 - mmaction - INFO - Epoch [130][540/940] lr: 1.975e-01, eta: 1 day, 10:46:16, time: 1.061, data_time: 0.003, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6205, loss_cls: 2.8681, loss: 2.8681, grad_norm: 1.4740 2020-08-02 02:57:46,480 - mmaction - INFO - Epoch [130][560/940] lr: 1.975e-01, eta: 1 day, 10:45:54, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6197, loss_cls: 2.8247, loss: 2.8247, grad_norm: 1.4804 2020-08-02 02:58:07,042 - mmaction - INFO - Epoch [130][580/940] lr: 1.975e-01, eta: 1 day, 10:45:33, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6236, loss_cls: 2.8507, loss: 2.8507, grad_norm: 1.4693 2020-08-02 02:58:27,422 - mmaction - INFO - Epoch [130][600/940] lr: 1.975e-01, eta: 1 day, 10:45:11, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.3701, top5_acc: 0.6137, loss_cls: 2.8852, loss: 2.8852, grad_norm: 1.4743 2020-08-02 02:58:47,532 - mmaction - INFO - Epoch [130][620/940] lr: 1.975e-01, eta: 1 day, 10:44:49, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6193, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.4559 2020-08-02 02:59:07,497 - mmaction - INFO - Epoch [130][640/940] lr: 1.975e-01, eta: 1 day, 10:44:27, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6193, loss_cls: 2.8440, loss: 2.8440, grad_norm: 1.4886 2020-08-02 02:59:27,506 - mmaction - INFO - Epoch [130][660/940] lr: 1.975e-01, eta: 1 day, 10:44:05, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6369, loss_cls: 2.7843, loss: 2.7843, grad_norm: 1.4653 2020-08-02 02:59:47,392 - mmaction - INFO - Epoch [130][680/940] lr: 1.975e-01, eta: 1 day, 10:43:43, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3738, top5_acc: 0.6328, loss_cls: 2.8349, loss: 2.8349, grad_norm: 1.4720 2020-08-02 03:00:11,402 - mmaction - INFO - Epoch [130][700/940] lr: 1.975e-01, eta: 1 day, 10:43:24, time: 1.196, data_time: 0.007, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6299, loss_cls: 2.8177, loss: 2.8177, grad_norm: 1.4830 2020-08-02 03:00:31,286 - mmaction - INFO - Epoch [130][720/940] lr: 1.975e-01, eta: 1 day, 10:43:02, time: 1.000, data_time: 0.023, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6273, loss_cls: 2.7941, loss: 2.7941, grad_norm: 1.4533 2020-08-02 03:00:51,955 - mmaction - INFO - Epoch [130][740/940] lr: 1.975e-01, eta: 1 day, 10:42:41, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3514, top5_acc: 0.5975, loss_cls: 2.9784, loss: 2.9784, grad_norm: 1.4509 2020-08-02 03:01:13,042 - mmaction - INFO - Epoch [130][760/940] lr: 1.975e-01, eta: 1 day, 10:42:20, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3773, top5_acc: 0.6207, loss_cls: 2.8535, loss: 2.8535, grad_norm: 1.4432 2020-08-02 03:01:33,416 - mmaction - INFO - Epoch [130][780/940] lr: 1.975e-01, eta: 1 day, 10:41:58, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6201, loss_cls: 2.8568, loss: 2.8568, grad_norm: 1.4746 2020-08-02 03:01:55,121 - mmaction - INFO - Epoch [130][800/940] lr: 1.975e-01, eta: 1 day, 10:41:37, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.3627, top5_acc: 0.6193, loss_cls: 2.8750, loss: 2.8750, grad_norm: 1.5119 2020-08-02 03:02:15,647 - mmaction - INFO - Epoch [130][820/940] lr: 1.975e-01, eta: 1 day, 10:41:16, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6158, loss_cls: 2.8481, loss: 2.8481, grad_norm: 1.4569 2020-08-02 03:02:36,702 - mmaction - INFO - Epoch [130][840/940] lr: 1.975e-01, eta: 1 day, 10:40:55, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6119, loss_cls: 2.8790, loss: 2.8790, grad_norm: 1.4481 2020-08-02 03:02:57,737 - mmaction - INFO - Epoch [130][860/940] lr: 1.975e-01, eta: 1 day, 10:40:34, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3650, top5_acc: 0.6191, loss_cls: 2.8520, loss: 2.8520, grad_norm: 1.4616 2020-08-02 03:03:18,840 - mmaction - INFO - Epoch [130][880/940] lr: 1.975e-01, eta: 1 day, 10:40:13, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3580, top5_acc: 0.6137, loss_cls: 2.8912, loss: 2.8912, grad_norm: 1.4481 2020-08-02 03:03:39,417 - mmaction - INFO - Epoch [130][900/940] lr: 1.975e-01, eta: 1 day, 10:39:51, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6250, loss_cls: 2.8157, loss: 2.8157, grad_norm: 1.4591 2020-08-02 03:04:00,293 - mmaction - INFO - Epoch [130][920/940] lr: 1.975e-01, eta: 1 day, 10:39:30, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.8160, loss: 2.8160, grad_norm: 1.4450 2020-08-02 03:04:20,295 - mmaction - INFO - Epoch [130][940/940] lr: 1.975e-01, eta: 1 day, 10:39:08, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6238, loss_cls: 2.8525, loss: 2.8525, grad_norm: 1.4631 2020-08-02 03:04:53,073 - mmaction - INFO - Epoch [131][20/940] lr: 1.951e-01, eta: 1 day, 10:38:58, time: 1.614, data_time: 0.571, memory: 6199, top1_acc: 0.3766, top5_acc: 0.6301, loss_cls: 2.8017, loss: 2.8017, grad_norm: 1.4865 2020-08-02 03:05:12,901 - mmaction - INFO - Epoch [131][40/940] lr: 1.951e-01, eta: 1 day, 10:38:35, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6242, loss_cls: 2.8487, loss: 2.8487, grad_norm: 1.4567 2020-08-02 03:05:34,383 - mmaction - INFO - Epoch [131][60/940] lr: 1.951e-01, eta: 1 day, 10:38:15, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6291, loss_cls: 2.8096, loss: 2.8096, grad_norm: 1.4671 2020-08-02 03:05:55,033 - mmaction - INFO - Epoch [131][80/940] lr: 1.951e-01, eta: 1 day, 10:37:53, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3814, top5_acc: 0.6266, loss_cls: 2.8074, loss: 2.8074, grad_norm: 1.4269 2020-08-02 03:06:15,419 - mmaction - INFO - Epoch [131][100/940] lr: 1.951e-01, eta: 1 day, 10:37:31, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6266, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.4377 2020-08-02 03:06:36,223 - mmaction - INFO - Epoch [131][120/940] lr: 1.951e-01, eta: 1 day, 10:37:10, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3811, top5_acc: 0.6320, loss_cls: 2.8035, loss: 2.8035, grad_norm: 1.5052 2020-08-02 03:06:56,671 - mmaction - INFO - Epoch [131][140/940] lr: 1.951e-01, eta: 1 day, 10:36:48, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6195, loss_cls: 2.8736, loss: 2.8736, grad_norm: 1.4861 2020-08-02 03:07:17,345 - mmaction - INFO - Epoch [131][160/940] lr: 1.951e-01, eta: 1 day, 10:36:27, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6418, loss_cls: 2.7540, loss: 2.7540, grad_norm: 1.4541 2020-08-02 03:07:37,700 - mmaction - INFO - Epoch [131][180/940] lr: 1.951e-01, eta: 1 day, 10:36:05, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6215, loss_cls: 2.8460, loss: 2.8460, grad_norm: 1.4725 2020-08-02 03:07:58,950 - mmaction - INFO - Epoch [131][200/940] lr: 1.951e-01, eta: 1 day, 10:35:44, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6305, loss_cls: 2.7925, loss: 2.7925, grad_norm: 1.4538 2020-08-02 03:08:19,590 - mmaction - INFO - Epoch [131][220/940] lr: 1.951e-01, eta: 1 day, 10:35:23, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.8188, loss: 2.8188, grad_norm: 1.5080 2020-08-02 03:08:40,247 - mmaction - INFO - Epoch [131][240/940] lr: 1.951e-01, eta: 1 day, 10:35:01, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6121, loss_cls: 2.8914, loss: 2.8914, grad_norm: 1.4607 2020-08-02 03:09:00,919 - mmaction - INFO - Epoch [131][260/940] lr: 1.951e-01, eta: 1 day, 10:34:40, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8350, loss: 2.8350, grad_norm: 1.4796 2020-08-02 03:09:21,411 - mmaction - INFO - Epoch [131][280/940] lr: 1.951e-01, eta: 1 day, 10:34:18, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3662, top5_acc: 0.6152, loss_cls: 2.8602, loss: 2.8602, grad_norm: 1.4768 2020-08-02 03:09:42,904 - mmaction - INFO - Epoch [131][300/940] lr: 1.951e-01, eta: 1 day, 10:33:58, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6250, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.4662 2020-08-02 03:10:03,732 - mmaction - INFO - Epoch [131][320/940] lr: 1.951e-01, eta: 1 day, 10:33:36, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3713, top5_acc: 0.6354, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.4636 2020-08-02 03:10:24,272 - mmaction - INFO - Epoch [131][340/940] lr: 1.951e-01, eta: 1 day, 10:33:15, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6324, loss_cls: 2.8101, loss: 2.8101, grad_norm: 1.4737 2020-08-02 03:10:45,752 - mmaction - INFO - Epoch [131][360/940] lr: 1.951e-01, eta: 1 day, 10:32:54, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6303, loss_cls: 2.8316, loss: 2.8316, grad_norm: 1.4668 2020-08-02 03:11:06,595 - mmaction - INFO - Epoch [131][380/940] lr: 1.951e-01, eta: 1 day, 10:32:33, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.3686, top5_acc: 0.6277, loss_cls: 2.8546, loss: 2.8546, grad_norm: 1.4969 2020-08-02 03:11:27,364 - mmaction - INFO - Epoch [131][400/940] lr: 1.951e-01, eta: 1 day, 10:32:12, time: 1.039, data_time: 0.004, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6270, loss_cls: 2.8313, loss: 2.8313, grad_norm: 1.4683 2020-08-02 03:11:48,012 - mmaction - INFO - Epoch [131][420/940] lr: 1.951e-01, eta: 1 day, 10:31:50, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6193, loss_cls: 2.8872, loss: 2.8872, grad_norm: 1.4490 2020-08-02 03:12:08,805 - mmaction - INFO - Epoch [131][440/940] lr: 1.951e-01, eta: 1 day, 10:31:29, time: 1.039, data_time: 0.004, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6260, loss_cls: 2.8271, loss: 2.8271, grad_norm: 1.4673 2020-08-02 03:12:29,510 - mmaction - INFO - Epoch [131][460/940] lr: 1.951e-01, eta: 1 day, 10:31:07, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6189, loss_cls: 2.8597, loss: 2.8597, grad_norm: 1.4978 2020-08-02 03:12:50,010 - mmaction - INFO - Epoch [131][480/940] lr: 1.951e-01, eta: 1 day, 10:30:46, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6291, loss_cls: 2.8210, loss: 2.8210, grad_norm: 1.4574 2020-08-02 03:13:10,802 - mmaction - INFO - Epoch [131][500/940] lr: 1.951e-01, eta: 1 day, 10:30:24, time: 1.040, data_time: 0.003, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6402, loss_cls: 2.7809, loss: 2.7809, grad_norm: 1.4592 2020-08-02 03:13:32,513 - mmaction - INFO - Epoch [131][520/940] lr: 1.951e-01, eta: 1 day, 10:30:04, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6277, loss_cls: 2.8362, loss: 2.8362, grad_norm: 1.4394 2020-08-02 03:13:52,956 - mmaction - INFO - Epoch [131][540/940] lr: 1.951e-01, eta: 1 day, 10:29:42, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6266, loss_cls: 2.8293, loss: 2.8293, grad_norm: 1.4593 2020-08-02 03:14:12,734 - mmaction - INFO - Epoch [131][560/940] lr: 1.951e-01, eta: 1 day, 10:29:20, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6275, loss_cls: 2.7941, loss: 2.7941, grad_norm: 1.4687 2020-08-02 03:14:33,912 - mmaction - INFO - Epoch [131][580/940] lr: 1.951e-01, eta: 1 day, 10:28:59, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6135, loss_cls: 2.8751, loss: 2.8751, grad_norm: 1.4434 2020-08-02 03:14:53,968 - mmaction - INFO - Epoch [131][600/940] lr: 1.951e-01, eta: 1 day, 10:28:37, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.8083, loss: 2.8083, grad_norm: 1.4534 2020-08-02 03:15:14,389 - mmaction - INFO - Epoch [131][620/940] lr: 1.951e-01, eta: 1 day, 10:28:15, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.3771, top5_acc: 0.6301, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.4532 2020-08-02 03:15:36,024 - mmaction - INFO - Epoch [131][640/940] lr: 1.951e-01, eta: 1 day, 10:27:55, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6355, loss_cls: 2.7908, loss: 2.7908, grad_norm: 1.4470 2020-08-02 03:15:57,140 - mmaction - INFO - Epoch [131][660/940] lr: 1.951e-01, eta: 1 day, 10:27:34, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.3811, top5_acc: 0.6232, loss_cls: 2.8112, loss: 2.8112, grad_norm: 1.4685 2020-08-02 03:16:17,931 - mmaction - INFO - Epoch [131][680/940] lr: 1.951e-01, eta: 1 day, 10:27:12, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.3693, top5_acc: 0.6119, loss_cls: 2.8655, loss: 2.8655, grad_norm: 1.4985 2020-08-02 03:16:38,359 - mmaction - INFO - Epoch [131][700/940] lr: 1.951e-01, eta: 1 day, 10:26:51, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.3658, top5_acc: 0.6127, loss_cls: 2.9117, loss: 2.9117, grad_norm: 1.4622 2020-08-02 03:16:58,559 - mmaction - INFO - Epoch [131][720/940] lr: 1.951e-01, eta: 1 day, 10:26:29, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6301, loss_cls: 2.8428, loss: 2.8428, grad_norm: 1.4541 2020-08-02 03:17:20,515 - mmaction - INFO - Epoch [131][740/940] lr: 1.951e-01, eta: 1 day, 10:26:09, time: 1.097, data_time: 0.010, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6205, loss_cls: 2.8562, loss: 2.8562, grad_norm: 1.4679 2020-08-02 03:17:40,564 - mmaction - INFO - Epoch [131][760/940] lr: 1.951e-01, eta: 1 day, 10:25:47, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3869, top5_acc: 0.6332, loss_cls: 2.7947, loss: 2.7947, grad_norm: 1.4549 2020-08-02 03:18:00,665 - mmaction - INFO - Epoch [131][780/940] lr: 1.951e-01, eta: 1 day, 10:25:25, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3711, top5_acc: 0.6143, loss_cls: 2.8998, loss: 2.8998, grad_norm: 1.4716 2020-08-02 03:18:20,682 - mmaction - INFO - Epoch [131][800/940] lr: 1.951e-01, eta: 1 day, 10:25:03, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6408, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.4479 2020-08-02 03:18:40,737 - mmaction - INFO - Epoch [131][820/940] lr: 1.951e-01, eta: 1 day, 10:24:40, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3738, top5_acc: 0.6316, loss_cls: 2.7909, loss: 2.7909, grad_norm: 1.4555 2020-08-02 03:19:00,423 - mmaction - INFO - Epoch [131][840/940] lr: 1.951e-01, eta: 1 day, 10:24:18, time: 0.986, data_time: 0.006, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6395, loss_cls: 2.7872, loss: 2.7872, grad_norm: 1.4582 2020-08-02 03:19:20,485 - mmaction - INFO - Epoch [131][860/940] lr: 1.951e-01, eta: 1 day, 10:23:56, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6309, loss_cls: 2.8105, loss: 2.8105, grad_norm: 1.4805 2020-08-02 03:19:40,598 - mmaction - INFO - Epoch [131][880/940] lr: 1.951e-01, eta: 1 day, 10:23:34, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6168, loss_cls: 2.8777, loss: 2.8777, grad_norm: 1.4751 2020-08-02 03:20:01,195 - mmaction - INFO - Epoch [131][900/940] lr: 1.951e-01, eta: 1 day, 10:23:13, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6311, loss_cls: 2.8335, loss: 2.8335, grad_norm: 1.4603 2020-08-02 03:20:21,262 - mmaction - INFO - Epoch [131][920/940] lr: 1.951e-01, eta: 1 day, 10:22:50, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.3816, top5_acc: 0.6377, loss_cls: 2.7808, loss: 2.7808, grad_norm: 1.4824 2020-08-02 03:20:40,081 - mmaction - INFO - Epoch [131][940/940] lr: 1.951e-01, eta: 1 day, 10:22:27, time: 0.945, data_time: 0.011, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6096, loss_cls: 2.9062, loss: 2.9062, grad_norm: 1.5155 2020-08-02 03:21:10,644 - mmaction - INFO - Epoch [132][20/940] lr: 1.926e-01, eta: 1 day, 10:22:15, time: 1.507, data_time: 0.487, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6326, loss_cls: 2.8159, loss: 2.8159, grad_norm: 1.4378 2020-08-02 03:21:30,473 - mmaction - INFO - Epoch [132][40/940] lr: 1.926e-01, eta: 1 day, 10:21:53, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6318, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.4897 2020-08-02 03:21:50,667 - mmaction - INFO - Epoch [132][60/940] lr: 1.926e-01, eta: 1 day, 10:21:31, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6426, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.4502 2020-08-02 03:22:11,453 - mmaction - INFO - Epoch [132][80/940] lr: 1.926e-01, eta: 1 day, 10:21:09, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6303, loss_cls: 2.8241, loss: 2.8241, grad_norm: 1.4825 2020-08-02 03:22:33,179 - mmaction - INFO - Epoch [132][100/940] lr: 1.926e-01, eta: 1 day, 10:20:49, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6338, loss_cls: 2.8089, loss: 2.8089, grad_norm: 1.4700 2020-08-02 03:22:53,549 - mmaction - INFO - Epoch [132][120/940] lr: 1.926e-01, eta: 1 day, 10:20:27, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.3691, top5_acc: 0.6254, loss_cls: 2.8201, loss: 2.8201, grad_norm: 1.4704 2020-08-02 03:23:14,624 - mmaction - INFO - Epoch [132][140/940] lr: 1.926e-01, eta: 1 day, 10:20:06, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6338, loss_cls: 2.7660, loss: 2.7660, grad_norm: 1.4654 2020-08-02 03:23:35,534 - mmaction - INFO - Epoch [132][160/940] lr: 1.926e-01, eta: 1 day, 10:19:45, time: 1.043, data_time: 0.002, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6348, loss_cls: 2.8057, loss: 2.8057, grad_norm: 1.4738 2020-08-02 03:23:57,036 - mmaction - INFO - Epoch [132][180/940] lr: 1.926e-01, eta: 1 day, 10:19:24, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6379, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.4699 2020-08-02 03:24:17,539 - mmaction - INFO - Epoch [132][200/940] lr: 1.926e-01, eta: 1 day, 10:19:03, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6322, loss_cls: 2.7745, loss: 2.7745, grad_norm: 1.4888 2020-08-02 03:24:38,335 - mmaction - INFO - Epoch [132][220/940] lr: 1.926e-01, eta: 1 day, 10:18:41, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3850, top5_acc: 0.6254, loss_cls: 2.8265, loss: 2.8265, grad_norm: 1.4807 2020-08-02 03:24:59,018 - mmaction - INFO - Epoch [132][240/940] lr: 1.926e-01, eta: 1 day, 10:18:20, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3836, top5_acc: 0.6309, loss_cls: 2.8152, loss: 2.8152, grad_norm: 1.4761 2020-08-02 03:25:20,268 - mmaction - INFO - Epoch [132][260/940] lr: 1.926e-01, eta: 1 day, 10:17:59, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6295, loss_cls: 2.8179, loss: 2.8179, grad_norm: 1.4796 2020-08-02 03:25:40,900 - mmaction - INFO - Epoch [132][280/940] lr: 1.926e-01, eta: 1 day, 10:17:38, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6318, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.4613 2020-08-02 03:26:01,473 - mmaction - INFO - Epoch [132][300/940] lr: 1.926e-01, eta: 1 day, 10:17:16, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6393, loss_cls: 2.7887, loss: 2.7887, grad_norm: 1.4750 2020-08-02 03:26:22,082 - mmaction - INFO - Epoch [132][320/940] lr: 1.926e-01, eta: 1 day, 10:16:55, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.3773, top5_acc: 0.6205, loss_cls: 2.8501, loss: 2.8501, grad_norm: 1.4806 2020-08-02 03:26:43,045 - mmaction - INFO - Epoch [132][340/940] lr: 1.926e-01, eta: 1 day, 10:16:33, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6293, loss_cls: 2.8020, loss: 2.8020, grad_norm: 1.4519 2020-08-02 03:27:03,390 - mmaction - INFO - Epoch [132][360/940] lr: 1.926e-01, eta: 1 day, 10:16:12, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6279, loss_cls: 2.7881, loss: 2.7881, grad_norm: 1.4889 2020-08-02 03:27:24,581 - mmaction - INFO - Epoch [132][380/940] lr: 1.926e-01, eta: 1 day, 10:15:51, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6314, loss_cls: 2.7738, loss: 2.7738, grad_norm: 1.4505 2020-08-02 03:27:46,077 - mmaction - INFO - Epoch [132][400/940] lr: 1.926e-01, eta: 1 day, 10:15:30, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7673, loss: 2.7673, grad_norm: 1.4851 2020-08-02 03:28:07,533 - mmaction - INFO - Epoch [132][420/940] lr: 1.926e-01, eta: 1 day, 10:15:09, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6266, loss_cls: 2.8300, loss: 2.8300, grad_norm: 1.4749 2020-08-02 03:28:29,010 - mmaction - INFO - Epoch [132][440/940] lr: 1.926e-01, eta: 1 day, 10:14:49, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6217, loss_cls: 2.8463, loss: 2.8463, grad_norm: 1.4586 2020-08-02 03:28:49,292 - mmaction - INFO - Epoch [132][460/940] lr: 1.926e-01, eta: 1 day, 10:14:27, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3840, top5_acc: 0.6311, loss_cls: 2.7943, loss: 2.7943, grad_norm: 1.4668 2020-08-02 03:29:10,052 - mmaction - INFO - Epoch [132][480/940] lr: 1.926e-01, eta: 1 day, 10:14:06, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3754, top5_acc: 0.6332, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.4521 2020-08-02 03:29:31,861 - mmaction - INFO - Epoch [132][500/940] lr: 1.926e-01, eta: 1 day, 10:13:45, time: 1.091, data_time: 0.010, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6367, loss_cls: 2.7607, loss: 2.7607, grad_norm: 1.4770 2020-08-02 03:29:52,715 - mmaction - INFO - Epoch [132][520/940] lr: 1.926e-01, eta: 1 day, 10:13:24, time: 1.044, data_time: 0.010, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6311, loss_cls: 2.8339, loss: 2.8339, grad_norm: 1.4827 2020-08-02 03:30:12,820 - mmaction - INFO - Epoch [132][540/940] lr: 1.926e-01, eta: 1 day, 10:13:02, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6324, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.4648 2020-08-02 03:30:33,267 - mmaction - INFO - Epoch [132][560/940] lr: 1.926e-01, eta: 1 day, 10:12:40, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.3783, top5_acc: 0.6410, loss_cls: 2.7654, loss: 2.7654, grad_norm: 1.4678 2020-08-02 03:30:54,661 - mmaction - INFO - Epoch [132][580/940] lr: 1.926e-01, eta: 1 day, 10:12:20, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.3615, top5_acc: 0.6094, loss_cls: 2.9127, loss: 2.9127, grad_norm: 1.4874 2020-08-02 03:31:14,849 - mmaction - INFO - Epoch [132][600/940] lr: 1.926e-01, eta: 1 day, 10:11:58, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3664, top5_acc: 0.6189, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.4593 2020-08-02 03:31:35,078 - mmaction - INFO - Epoch [132][620/940] lr: 1.926e-01, eta: 1 day, 10:11:36, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6211, loss_cls: 2.8695, loss: 2.8695, grad_norm: 1.4708 2020-08-02 03:31:55,988 - mmaction - INFO - Epoch [132][640/940] lr: 1.926e-01, eta: 1 day, 10:11:15, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6232, loss_cls: 2.8497, loss: 2.8497, grad_norm: 1.4898 2020-08-02 03:32:15,922 - mmaction - INFO - Epoch [132][660/940] lr: 1.926e-01, eta: 1 day, 10:10:53, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.3758, top5_acc: 0.6262, loss_cls: 2.8226, loss: 2.8226, grad_norm: 1.4645 2020-08-02 03:32:37,237 - mmaction - INFO - Epoch [132][680/940] lr: 1.926e-01, eta: 1 day, 10:10:32, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6250, loss_cls: 2.8348, loss: 2.8348, grad_norm: 1.4568 2020-08-02 03:32:58,576 - mmaction - INFO - Epoch [132][700/940] lr: 1.926e-01, eta: 1 day, 10:10:11, time: 1.066, data_time: 0.004, memory: 6199, top1_acc: 0.3771, top5_acc: 0.6207, loss_cls: 2.8307, loss: 2.8307, grad_norm: 1.4629 2020-08-02 03:33:19,388 - mmaction - INFO - Epoch [132][720/940] lr: 1.926e-01, eta: 1 day, 10:09:50, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.3662, top5_acc: 0.6307, loss_cls: 2.8285, loss: 2.8285, grad_norm: 1.4739 2020-08-02 03:33:41,058 - mmaction - INFO - Epoch [132][740/940] lr: 1.926e-01, eta: 1 day, 10:09:29, time: 1.090, data_time: 0.009, memory: 6199, top1_acc: 0.3783, top5_acc: 0.6424, loss_cls: 2.7776, loss: 2.7776, grad_norm: 1.4934 2020-08-02 03:34:02,142 - mmaction - INFO - Epoch [132][760/940] lr: 1.926e-01, eta: 1 day, 10:09:08, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.3711, top5_acc: 0.6309, loss_cls: 2.8196, loss: 2.8196, grad_norm: 1.5040 2020-08-02 03:34:22,062 - mmaction - INFO - Epoch [132][780/940] lr: 1.926e-01, eta: 1 day, 10:08:46, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8282, loss: 2.8282, grad_norm: 1.4897 2020-08-02 03:34:43,376 - mmaction - INFO - Epoch [132][800/940] lr: 1.926e-01, eta: 1 day, 10:08:25, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6141, loss_cls: 2.8512, loss: 2.8512, grad_norm: 1.4735 2020-08-02 03:35:03,788 - mmaction - INFO - Epoch [132][820/940] lr: 1.926e-01, eta: 1 day, 10:08:03, time: 1.019, data_time: 0.004, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6229, loss_cls: 2.8355, loss: 2.8355, grad_norm: 1.4593 2020-08-02 03:35:25,548 - mmaction - INFO - Epoch [132][840/940] lr: 1.926e-01, eta: 1 day, 10:07:43, time: 1.087, data_time: 0.003, memory: 6199, top1_acc: 0.3715, top5_acc: 0.6262, loss_cls: 2.8404, loss: 2.8404, grad_norm: 1.4813 2020-08-02 03:35:46,759 - mmaction - INFO - Epoch [132][860/940] lr: 1.926e-01, eta: 1 day, 10:07:22, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6227, loss_cls: 2.8419, loss: 2.8419, grad_norm: 1.4738 2020-08-02 03:36:07,324 - mmaction - INFO - Epoch [132][880/940] lr: 1.926e-01, eta: 1 day, 10:07:01, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3908, top5_acc: 0.6324, loss_cls: 2.7983, loss: 2.7983, grad_norm: 1.4767 2020-08-02 03:36:28,057 - mmaction - INFO - Epoch [132][900/940] lr: 1.926e-01, eta: 1 day, 10:06:39, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6293, loss_cls: 2.8094, loss: 2.8094, grad_norm: 1.4561 2020-08-02 03:36:49,249 - mmaction - INFO - Epoch [132][920/940] lr: 1.926e-01, eta: 1 day, 10:06:18, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6225, loss_cls: 2.8748, loss: 2.8748, grad_norm: 1.4820 2020-08-02 03:37:08,602 - mmaction - INFO - Epoch [132][940/940] lr: 1.926e-01, eta: 1 day, 10:05:56, time: 0.967, data_time: 0.006, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6262, loss_cls: 2.8104, loss: 2.8104, grad_norm: 1.4694 2020-08-02 03:37:08,938 - mmaction - INFO - Saving checkpoint at 132 epochs 2020-08-02 03:37:39,231 - mmaction - INFO - Epoch [133][20/940] lr: 1.902e-01, eta: 1 day, 10:05:41, time: 1.420, data_time: 0.437, memory: 6199, top1_acc: 0.3879, top5_acc: 0.6424, loss_cls: 2.7467, loss: 2.7467, grad_norm: 1.4825 2020-08-02 03:38:00,139 - mmaction - INFO - Epoch [133][40/940] lr: 1.902e-01, eta: 1 day, 10:05:20, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3822, top5_acc: 0.6318, loss_cls: 2.7857, loss: 2.7857, grad_norm: 1.5148 2020-08-02 03:38:20,141 - mmaction - INFO - Epoch [133][60/940] lr: 1.902e-01, eta: 1 day, 10:04:58, time: 1.001, data_time: 0.004, memory: 6199, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.7943, loss: 2.7943, grad_norm: 1.4638 2020-08-02 03:38:41,859 - mmaction - INFO - Epoch [133][80/940] lr: 1.902e-01, eta: 1 day, 10:04:38, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.3805, top5_acc: 0.6338, loss_cls: 2.7935, loss: 2.7935, grad_norm: 1.4841 2020-08-02 03:39:01,451 - mmaction - INFO - Epoch [133][100/940] lr: 1.902e-01, eta: 1 day, 10:04:15, time: 0.983, data_time: 0.007, memory: 6199, top1_acc: 0.3838, top5_acc: 0.6309, loss_cls: 2.7740, loss: 2.7740, grad_norm: 1.4893 2020-08-02 03:39:23,590 - mmaction - INFO - Epoch [133][120/940] lr: 1.902e-01, eta: 1 day, 10:03:55, time: 1.105, data_time: 0.005, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6348, loss_cls: 2.7790, loss: 2.7790, grad_norm: 1.4438 2020-08-02 03:39:43,942 - mmaction - INFO - Epoch [133][140/940] lr: 1.902e-01, eta: 1 day, 10:03:33, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6326, loss_cls: 2.7685, loss: 2.7685, grad_norm: 1.4670 2020-08-02 03:40:05,269 - mmaction - INFO - Epoch [133][160/940] lr: 1.902e-01, eta: 1 day, 10:03:13, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.3799, top5_acc: 0.6408, loss_cls: 2.7690, loss: 2.7690, grad_norm: 1.4670 2020-08-02 03:40:26,696 - mmaction - INFO - Epoch [133][180/940] lr: 1.902e-01, eta: 1 day, 10:02:52, time: 1.076, data_time: 0.010, memory: 6199, top1_acc: 0.3840, top5_acc: 0.6383, loss_cls: 2.7710, loss: 2.7710, grad_norm: 1.4739 2020-08-02 03:40:46,606 - mmaction - INFO - Epoch [133][200/940] lr: 1.902e-01, eta: 1 day, 10:02:30, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.3742, top5_acc: 0.6340, loss_cls: 2.8203, loss: 2.8203, grad_norm: 1.4863 2020-08-02 03:41:07,698 - mmaction - INFO - Epoch [133][220/940] lr: 1.902e-01, eta: 1 day, 10:02:09, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6168, loss_cls: 2.8670, loss: 2.8670, grad_norm: 1.4548 2020-08-02 03:41:28,313 - mmaction - INFO - Epoch [133][240/940] lr: 1.902e-01, eta: 1 day, 10:01:47, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8319, loss: 2.8319, grad_norm: 1.4862 2020-08-02 03:41:48,413 - mmaction - INFO - Epoch [133][260/940] lr: 1.902e-01, eta: 1 day, 10:01:25, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.3775, top5_acc: 0.6256, loss_cls: 2.8208, loss: 2.8208, grad_norm: 1.4587 2020-08-02 03:42:10,156 - mmaction - INFO - Epoch [133][280/940] lr: 1.902e-01, eta: 1 day, 10:01:05, time: 1.084, data_time: 0.002, memory: 6199, top1_acc: 0.3828, top5_acc: 0.6238, loss_cls: 2.8112, loss: 2.8112, grad_norm: 1.4721 2020-08-02 03:42:31,007 - mmaction - INFO - Epoch [133][300/940] lr: 1.902e-01, eta: 1 day, 10:00:44, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7647, loss: 2.7647, grad_norm: 1.4630 2020-08-02 03:42:52,353 - mmaction - INFO - Epoch [133][320/940] lr: 1.902e-01, eta: 1 day, 10:00:23, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6176, loss_cls: 2.8560, loss: 2.8560, grad_norm: 1.4951 2020-08-02 03:43:12,948 - mmaction - INFO - Epoch [133][340/940] lr: 1.902e-01, eta: 1 day, 10:00:01, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6322, loss_cls: 2.7999, loss: 2.7999, grad_norm: 1.4902 2020-08-02 03:43:33,047 - mmaction - INFO - Epoch [133][360/940] lr: 1.902e-01, eta: 1 day, 9:59:39, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6285, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.4709 2020-08-02 03:43:55,195 - mmaction - INFO - Epoch [133][380/940] lr: 1.902e-01, eta: 1 day, 9:59:19, time: 1.107, data_time: 0.005, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6344, loss_cls: 2.8018, loss: 2.8018, grad_norm: 1.4563 2020-08-02 03:44:16,674 - mmaction - INFO - Epoch [133][400/940] lr: 1.902e-01, eta: 1 day, 9:58:59, time: 1.073, data_time: 0.006, memory: 6199, top1_acc: 0.3781, top5_acc: 0.6293, loss_cls: 2.8019, loss: 2.8019, grad_norm: 1.5011 2020-08-02 03:44:37,380 - mmaction - INFO - Epoch [133][420/940] lr: 1.902e-01, eta: 1 day, 9:58:37, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3654, top5_acc: 0.6184, loss_cls: 2.8524, loss: 2.8524, grad_norm: 1.4868 2020-08-02 03:44:59,017 - mmaction - INFO - Epoch [133][440/940] lr: 1.902e-01, eta: 1 day, 9:58:17, time: 1.080, data_time: 0.010, memory: 6199, top1_acc: 0.3693, top5_acc: 0.6242, loss_cls: 2.8308, loss: 2.8308, grad_norm: 1.5221 2020-08-02 03:45:19,894 - mmaction - INFO - Epoch [133][460/940] lr: 1.902e-01, eta: 1 day, 9:57:55, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6289, loss_cls: 2.8415, loss: 2.8415, grad_norm: 1.4671 2020-08-02 03:45:40,440 - mmaction - INFO - Epoch [133][480/940] lr: 1.902e-01, eta: 1 day, 9:57:34, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6373, loss_cls: 2.7953, loss: 2.7953, grad_norm: 1.4666 2020-08-02 03:46:01,092 - mmaction - INFO - Epoch [133][500/940] lr: 1.902e-01, eta: 1 day, 9:57:12, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3621, top5_acc: 0.6246, loss_cls: 2.8669, loss: 2.8669, grad_norm: 1.4733 2020-08-02 03:46:22,560 - mmaction - INFO - Epoch [133][520/940] lr: 1.902e-01, eta: 1 day, 9:56:52, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6184, loss_cls: 2.8568, loss: 2.8568, grad_norm: 1.4782 2020-08-02 03:46:43,562 - mmaction - INFO - Epoch [133][540/940] lr: 1.902e-01, eta: 1 day, 9:56:31, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6340, loss_cls: 2.7995, loss: 2.7995, grad_norm: 1.4421 2020-08-02 03:47:03,874 - mmaction - INFO - Epoch [133][560/940] lr: 1.902e-01, eta: 1 day, 9:56:09, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6336, loss_cls: 2.7835, loss: 2.7835, grad_norm: 1.4916 2020-08-02 03:47:24,968 - mmaction - INFO - Epoch [133][580/940] lr: 1.902e-01, eta: 1 day, 9:55:48, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3699, top5_acc: 0.6268, loss_cls: 2.8136, loss: 2.8136, grad_norm: 1.5198 2020-08-02 03:47:46,085 - mmaction - INFO - Epoch [133][600/940] lr: 1.902e-01, eta: 1 day, 9:55:27, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3705, top5_acc: 0.6428, loss_cls: 2.8028, loss: 2.8028, grad_norm: 1.4802 2020-08-02 03:48:07,261 - mmaction - INFO - Epoch [133][620/940] lr: 1.902e-01, eta: 1 day, 9:55:06, time: 1.056, data_time: 0.009, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6166, loss_cls: 2.8682, loss: 2.8682, grad_norm: 1.4755 2020-08-02 03:48:28,138 - mmaction - INFO - Epoch [133][640/940] lr: 1.902e-01, eta: 1 day, 9:54:45, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3637, top5_acc: 0.6232, loss_cls: 2.8738, loss: 2.8738, grad_norm: 1.4775 2020-08-02 03:48:49,180 - mmaction - INFO - Epoch [133][660/940] lr: 1.902e-01, eta: 1 day, 9:54:23, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6285, loss_cls: 2.8432, loss: 2.8432, grad_norm: 1.4912 2020-08-02 03:49:10,063 - mmaction - INFO - Epoch [133][680/940] lr: 1.902e-01, eta: 1 day, 9:54:02, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6406, loss_cls: 2.7615, loss: 2.7615, grad_norm: 1.4852 2020-08-02 03:49:31,034 - mmaction - INFO - Epoch [133][700/940] lr: 1.902e-01, eta: 1 day, 9:53:41, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.3773, top5_acc: 0.6346, loss_cls: 2.7954, loss: 2.7954, grad_norm: 1.4992 2020-08-02 03:49:52,386 - mmaction - INFO - Epoch [133][720/940] lr: 1.902e-01, eta: 1 day, 9:53:20, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6295, loss_cls: 2.8140, loss: 2.8140, grad_norm: 1.4546 2020-08-02 03:50:13,899 - mmaction - INFO - Epoch [133][740/940] lr: 1.902e-01, eta: 1 day, 9:53:00, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3775, top5_acc: 0.6164, loss_cls: 2.8552, loss: 2.8552, grad_norm: 1.4834 2020-08-02 03:50:34,318 - mmaction - INFO - Epoch [133][760/940] lr: 1.902e-01, eta: 1 day, 9:52:38, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6225, loss_cls: 2.8434, loss: 2.8434, grad_norm: 1.5406 2020-08-02 03:50:55,459 - mmaction - INFO - Epoch [133][780/940] lr: 1.902e-01, eta: 1 day, 9:52:17, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6188, loss_cls: 2.8702, loss: 2.8702, grad_norm: 1.4591 2020-08-02 03:51:16,535 - mmaction - INFO - Epoch [133][800/940] lr: 1.902e-01, eta: 1 day, 9:51:56, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6248, loss_cls: 2.8502, loss: 2.8502, grad_norm: 1.4790 2020-08-02 03:51:37,634 - mmaction - INFO - Epoch [133][820/940] lr: 1.902e-01, eta: 1 day, 9:51:35, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.3707, top5_acc: 0.6271, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.4706 2020-08-02 03:51:57,929 - mmaction - INFO - Epoch [133][840/940] lr: 1.902e-01, eta: 1 day, 9:51:13, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.3697, top5_acc: 0.6258, loss_cls: 2.8269, loss: 2.8269, grad_norm: 1.4719 2020-08-02 03:52:17,799 - mmaction - INFO - Epoch [133][860/940] lr: 1.902e-01, eta: 1 day, 9:50:51, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6350, loss_cls: 2.7492, loss: 2.7492, grad_norm: 1.4626 2020-08-02 03:52:39,063 - mmaction - INFO - Epoch [133][880/940] lr: 1.902e-01, eta: 1 day, 9:50:30, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6367, loss_cls: 2.8400, loss: 2.8400, grad_norm: 1.5015 2020-08-02 03:52:59,547 - mmaction - INFO - Epoch [133][900/940] lr: 1.902e-01, eta: 1 day, 9:50:09, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6277, loss_cls: 2.8334, loss: 2.8334, grad_norm: 1.4757 2020-08-02 03:53:20,449 - mmaction - INFO - Epoch [133][920/940] lr: 1.902e-01, eta: 1 day, 9:49:47, time: 1.046, data_time: 0.003, memory: 6199, top1_acc: 0.3711, top5_acc: 0.6338, loss_cls: 2.8161, loss: 2.8161, grad_norm: 1.5115 2020-08-02 03:53:39,657 - mmaction - INFO - Epoch [133][940/940] lr: 1.902e-01, eta: 1 day, 9:49:25, time: 0.958, data_time: 0.005, memory: 6199, top1_acc: 0.3821, top5_acc: 0.6299, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.5005 2020-08-02 03:54:10,732 - mmaction - INFO - Epoch [134][20/940] lr: 1.877e-01, eta: 1 day, 9:49:12, time: 1.539, data_time: 0.474, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6273, loss_cls: 2.8017, loss: 2.8017, grad_norm: 1.4689 2020-08-02 03:54:30,765 - mmaction - INFO - Epoch [134][40/940] lr: 1.877e-01, eta: 1 day, 9:48:50, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6266, loss_cls: 2.8253, loss: 2.8253, grad_norm: 1.4965 2020-08-02 03:54:51,128 - mmaction - INFO - Epoch [134][60/940] lr: 1.877e-01, eta: 1 day, 9:48:29, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6404, loss_cls: 2.7304, loss: 2.7304, grad_norm: 1.4711 2020-08-02 03:55:12,003 - mmaction - INFO - Epoch [134][80/940] lr: 1.877e-01, eta: 1 day, 9:48:07, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3670, top5_acc: 0.6312, loss_cls: 2.8164, loss: 2.8164, grad_norm: 1.4866 2020-08-02 03:55:32,837 - mmaction - INFO - Epoch [134][100/940] lr: 1.877e-01, eta: 1 day, 9:47:46, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6395, loss_cls: 2.7636, loss: 2.7636, grad_norm: 1.4943 2020-08-02 03:55:54,240 - mmaction - INFO - Epoch [134][120/940] lr: 1.877e-01, eta: 1 day, 9:47:25, time: 1.069, data_time: 0.009, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6379, loss_cls: 2.7539, loss: 2.7539, grad_norm: 1.4627 2020-08-02 03:56:15,359 - mmaction - INFO - Epoch [134][140/940] lr: 1.877e-01, eta: 1 day, 9:47:04, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6295, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.4708 2020-08-02 03:56:35,499 - mmaction - INFO - Epoch [134][160/940] lr: 1.877e-01, eta: 1 day, 9:46:42, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6410, loss_cls: 2.7657, loss: 2.7657, grad_norm: 1.4996 2020-08-02 03:56:56,023 - mmaction - INFO - Epoch [134][180/940] lr: 1.877e-01, eta: 1 day, 9:46:21, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6432, loss_cls: 2.7842, loss: 2.7842, grad_norm: 1.4884 2020-08-02 03:57:17,467 - mmaction - INFO - Epoch [134][200/940] lr: 1.877e-01, eta: 1 day, 9:46:00, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.3766, top5_acc: 0.6244, loss_cls: 2.8015, loss: 2.8015, grad_norm: 1.4937 2020-08-02 03:57:37,194 - mmaction - INFO - Epoch [134][220/940] lr: 1.877e-01, eta: 1 day, 9:45:38, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.3727, top5_acc: 0.6207, loss_cls: 2.8244, loss: 2.8244, grad_norm: 1.4859 2020-08-02 03:57:59,011 - mmaction - INFO - Epoch [134][240/940] lr: 1.877e-01, eta: 1 day, 9:45:18, time: 1.090, data_time: 0.006, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6277, loss_cls: 2.8045, loss: 2.8045, grad_norm: 1.4908 2020-08-02 03:58:20,184 - mmaction - INFO - Epoch [134][260/940] lr: 1.877e-01, eta: 1 day, 9:44:57, time: 1.060, data_time: 0.003, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6225, loss_cls: 2.8407, loss: 2.8407, grad_norm: 1.4879 2020-08-02 03:58:41,413 - mmaction - INFO - Epoch [134][280/940] lr: 1.877e-01, eta: 1 day, 9:44:36, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6350, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.4958 2020-08-02 03:59:01,922 - mmaction - INFO - Epoch [134][300/940] lr: 1.877e-01, eta: 1 day, 9:44:14, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.3811, top5_acc: 0.6361, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.4846 2020-08-02 03:59:22,987 - mmaction - INFO - Epoch [134][320/940] lr: 1.877e-01, eta: 1 day, 9:43:53, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3715, top5_acc: 0.6223, loss_cls: 2.8592, loss: 2.8592, grad_norm: 1.4794 2020-08-02 03:59:43,384 - mmaction - INFO - Epoch [134][340/940] lr: 1.877e-01, eta: 1 day, 9:43:31, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6320, loss_cls: 2.7834, loss: 2.7834, grad_norm: 1.4971 2020-08-02 04:00:08,249 - mmaction - INFO - Epoch [134][360/940] lr: 1.877e-01, eta: 1 day, 9:43:14, time: 1.241, data_time: 0.003, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6309, loss_cls: 2.8134, loss: 2.8134, grad_norm: 1.4859 2020-08-02 04:00:29,131 - mmaction - INFO - Epoch [134][380/940] lr: 1.877e-01, eta: 1 day, 9:42:53, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6434, loss_cls: 2.7659, loss: 2.7659, grad_norm: 1.4894 2020-08-02 04:00:49,713 - mmaction - INFO - Epoch [134][400/940] lr: 1.877e-01, eta: 1 day, 9:42:31, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6348, loss_cls: 2.7838, loss: 2.7838, grad_norm: 1.5075 2020-08-02 04:01:10,940 - mmaction - INFO - Epoch [134][420/940] lr: 1.877e-01, eta: 1 day, 9:42:10, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8125, loss: 2.8125, grad_norm: 1.4905 2020-08-02 04:01:30,880 - mmaction - INFO - Epoch [134][440/940] lr: 1.877e-01, eta: 1 day, 9:41:48, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.3836, top5_acc: 0.6270, loss_cls: 2.7922, loss: 2.7922, grad_norm: 1.4612 2020-08-02 04:01:52,186 - mmaction - INFO - Epoch [134][460/940] lr: 1.877e-01, eta: 1 day, 9:41:27, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6203, loss_cls: 2.8572, loss: 2.8572, grad_norm: 1.4689 2020-08-02 04:02:12,575 - mmaction - INFO - Epoch [134][480/940] lr: 1.877e-01, eta: 1 day, 9:41:06, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.3840, top5_acc: 0.6318, loss_cls: 2.8002, loss: 2.8002, grad_norm: 1.4931 2020-08-02 04:02:32,518 - mmaction - INFO - Epoch [134][500/940] lr: 1.877e-01, eta: 1 day, 9:40:43, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6289, loss_cls: 2.8309, loss: 2.8309, grad_norm: 1.4929 2020-08-02 04:02:53,404 - mmaction - INFO - Epoch [134][520/940] lr: 1.877e-01, eta: 1 day, 9:40:22, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8212, loss: 2.8212, grad_norm: 1.4679 2020-08-02 04:03:16,093 - mmaction - INFO - Epoch [134][540/940] lr: 1.877e-01, eta: 1 day, 9:40:03, time: 1.133, data_time: 0.007, memory: 6199, top1_acc: 0.3869, top5_acc: 0.6332, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.4676 2020-08-02 04:03:37,089 - mmaction - INFO - Epoch [134][560/940] lr: 1.877e-01, eta: 1 day, 9:39:42, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3834, top5_acc: 0.6287, loss_cls: 2.7943, loss: 2.7943, grad_norm: 1.5087 2020-08-02 04:03:58,620 - mmaction - INFO - Epoch [134][580/940] lr: 1.877e-01, eta: 1 day, 9:39:21, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6312, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.4731 2020-08-02 04:04:18,690 - mmaction - INFO - Epoch [134][600/940] lr: 1.877e-01, eta: 1 day, 9:38:59, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.3814, top5_acc: 0.6238, loss_cls: 2.8311, loss: 2.8311, grad_norm: 1.4851 2020-08-02 04:04:39,812 - mmaction - INFO - Epoch [134][620/940] lr: 1.877e-01, eta: 1 day, 9:38:38, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.3764, top5_acc: 0.6137, loss_cls: 2.8922, loss: 2.8922, grad_norm: 1.5028 2020-08-02 04:05:00,922 - mmaction - INFO - Epoch [134][640/940] lr: 1.877e-01, eta: 1 day, 9:38:17, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.8692, loss: 2.8692, grad_norm: 1.5008 2020-08-02 04:05:22,299 - mmaction - INFO - Epoch [134][660/940] lr: 1.877e-01, eta: 1 day, 9:37:56, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3770, top5_acc: 0.6352, loss_cls: 2.8294, loss: 2.8294, grad_norm: 1.4778 2020-08-02 04:05:43,935 - mmaction - INFO - Epoch [134][680/940] lr: 1.877e-01, eta: 1 day, 9:37:36, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7922, loss: 2.7922, grad_norm: 1.4959 2020-08-02 04:06:04,722 - mmaction - INFO - Epoch [134][700/940] lr: 1.877e-01, eta: 1 day, 9:37:14, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3805, top5_acc: 0.6332, loss_cls: 2.8182, loss: 2.8182, grad_norm: 1.5076 2020-08-02 04:06:26,547 - mmaction - INFO - Epoch [134][720/940] lr: 1.877e-01, eta: 1 day, 9:36:54, time: 1.092, data_time: 0.008, memory: 6199, top1_acc: 0.3764, top5_acc: 0.6289, loss_cls: 2.8208, loss: 2.8208, grad_norm: 1.4884 2020-08-02 04:06:47,602 - mmaction - INFO - Epoch [134][740/940] lr: 1.877e-01, eta: 1 day, 9:36:33, time: 1.055, data_time: 0.005, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6205, loss_cls: 2.8591, loss: 2.8591, grad_norm: 1.4973 2020-08-02 04:07:08,196 - mmaction - INFO - Epoch [134][760/940] lr: 1.877e-01, eta: 1 day, 9:36:11, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6271, loss_cls: 2.7892, loss: 2.7892, grad_norm: 1.4815 2020-08-02 04:07:29,537 - mmaction - INFO - Epoch [134][780/940] lr: 1.877e-01, eta: 1 day, 9:35:51, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3811, top5_acc: 0.6281, loss_cls: 2.8182, loss: 2.8182, grad_norm: 1.5000 2020-08-02 04:07:50,882 - mmaction - INFO - Epoch [134][800/940] lr: 1.877e-01, eta: 1 day, 9:35:30, time: 1.066, data_time: 0.005, memory: 6199, top1_acc: 0.3785, top5_acc: 0.6324, loss_cls: 2.8127, loss: 2.8127, grad_norm: 1.5116 2020-08-02 04:08:11,603 - mmaction - INFO - Epoch [134][820/940] lr: 1.877e-01, eta: 1 day, 9:35:08, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.3736, top5_acc: 0.6383, loss_cls: 2.8037, loss: 2.8037, grad_norm: 1.5135 2020-08-02 04:08:32,733 - mmaction - INFO - Epoch [134][840/940] lr: 1.877e-01, eta: 1 day, 9:34:47, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6297, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.4888 2020-08-02 04:08:54,254 - mmaction - INFO - Epoch [134][860/940] lr: 1.877e-01, eta: 1 day, 9:34:27, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6285, loss_cls: 2.8260, loss: 2.8260, grad_norm: 1.4839 2020-08-02 04:09:15,405 - mmaction - INFO - Epoch [134][880/940] lr: 1.877e-01, eta: 1 day, 9:34:06, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.3742, top5_acc: 0.6299, loss_cls: 2.8514, loss: 2.8514, grad_norm: 1.4862 2020-08-02 04:09:36,140 - mmaction - INFO - Epoch [134][900/940] lr: 1.877e-01, eta: 1 day, 9:33:44, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3744, top5_acc: 0.6312, loss_cls: 2.7779, loss: 2.7779, grad_norm: 1.4488 2020-08-02 04:09:56,655 - mmaction - INFO - Epoch [134][920/940] lr: 1.877e-01, eta: 1 day, 9:33:23, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3709, top5_acc: 0.6264, loss_cls: 2.8283, loss: 2.8283, grad_norm: 1.5115 2020-08-02 04:10:16,961 - mmaction - INFO - Epoch [134][940/940] lr: 1.877e-01, eta: 1 day, 9:33:01, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.3685, top5_acc: 0.6256, loss_cls: 2.8162, loss: 2.8162, grad_norm: 1.4750 2020-08-02 04:11:29,153 - mmaction - INFO - Epoch [135][20/940] lr: 1.853e-01, eta: 1 day, 9:33:26, time: 3.583, data_time: 0.604, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6379, loss_cls: 2.7566, loss: 2.7566, grad_norm: 1.4797 2020-08-02 04:11:48,848 - mmaction - INFO - Epoch [135][40/940] lr: 1.853e-01, eta: 1 day, 9:33:04, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.3688, top5_acc: 0.6271, loss_cls: 2.8158, loss: 2.8158, grad_norm: 1.4877 2020-08-02 04:12:08,424 - mmaction - INFO - Epoch [135][60/940] lr: 1.853e-01, eta: 1 day, 9:32:41, time: 0.978, data_time: 0.008, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6271, loss_cls: 2.8165, loss: 2.8165, grad_norm: 1.5120 2020-08-02 04:12:28,515 - mmaction - INFO - Epoch [135][80/940] lr: 1.853e-01, eta: 1 day, 9:32:19, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6367, loss_cls: 2.8091, loss: 2.8091, grad_norm: 1.4784 2020-08-02 04:12:49,267 - mmaction - INFO - Epoch [135][100/940] lr: 1.853e-01, eta: 1 day, 9:31:58, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.3871, top5_acc: 0.6316, loss_cls: 2.7885, loss: 2.7885, grad_norm: 1.4669 2020-08-02 04:13:09,312 - mmaction - INFO - Epoch [135][120/940] lr: 1.853e-01, eta: 1 day, 9:31:36, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.3969, top5_acc: 0.6400, loss_cls: 2.7186, loss: 2.7186, grad_norm: 1.4630 2020-08-02 04:13:30,325 - mmaction - INFO - Epoch [135][140/940] lr: 1.853e-01, eta: 1 day, 9:31:15, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3889, top5_acc: 0.6322, loss_cls: 2.7612, loss: 2.7612, grad_norm: 1.4804 2020-08-02 04:13:50,353 - mmaction - INFO - Epoch [135][160/940] lr: 1.853e-01, eta: 1 day, 9:30:53, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3742, top5_acc: 0.6369, loss_cls: 2.7910, loss: 2.7910, grad_norm: 1.5328 2020-08-02 04:14:11,845 - mmaction - INFO - Epoch [135][180/940] lr: 1.853e-01, eta: 1 day, 9:30:32, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3836, top5_acc: 0.6387, loss_cls: 2.7491, loss: 2.7491, grad_norm: 1.4845 2020-08-02 04:14:32,764 - mmaction - INFO - Epoch [135][200/940] lr: 1.853e-01, eta: 1 day, 9:30:11, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.3793, top5_acc: 0.6316, loss_cls: 2.8054, loss: 2.8054, grad_norm: 1.5119 2020-08-02 04:14:53,366 - mmaction - INFO - Epoch [135][220/940] lr: 1.853e-01, eta: 1 day, 9:29:49, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6293, loss_cls: 2.7920, loss: 2.7920, grad_norm: 1.5202 2020-08-02 04:15:14,530 - mmaction - INFO - Epoch [135][240/940] lr: 1.853e-01, eta: 1 day, 9:29:28, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6373, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.5153 2020-08-02 04:15:36,286 - mmaction - INFO - Epoch [135][260/940] lr: 1.853e-01, eta: 1 day, 9:29:08, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6328, loss_cls: 2.8145, loss: 2.8145, grad_norm: 1.5011 2020-08-02 04:15:58,065 - mmaction - INFO - Epoch [135][280/940] lr: 1.853e-01, eta: 1 day, 9:28:47, time: 1.090, data_time: 0.005, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6330, loss_cls: 2.8153, loss: 2.8153, grad_norm: 1.5138 2020-08-02 04:16:17,988 - mmaction - INFO - Epoch [135][300/940] lr: 1.853e-01, eta: 1 day, 9:28:25, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6227, loss_cls: 2.8268, loss: 2.8268, grad_norm: 1.4945 2020-08-02 04:16:40,528 - mmaction - INFO - Epoch [135][320/940] lr: 1.853e-01, eta: 1 day, 9:28:06, time: 1.131, data_time: 0.008, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6293, loss_cls: 2.8069, loss: 2.8069, grad_norm: 1.5030 2020-08-02 04:17:00,584 - mmaction - INFO - Epoch [135][340/940] lr: 1.853e-01, eta: 1 day, 9:27:44, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.3684, top5_acc: 0.6328, loss_cls: 2.8132, loss: 2.8132, grad_norm: 1.5270 2020-08-02 04:17:21,279 - mmaction - INFO - Epoch [135][360/940] lr: 1.853e-01, eta: 1 day, 9:27:22, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6252, loss_cls: 2.8377, loss: 2.8377, grad_norm: 1.4659 2020-08-02 04:17:42,691 - mmaction - INFO - Epoch [135][380/940] lr: 1.853e-01, eta: 1 day, 9:27:01, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.3682, top5_acc: 0.6279, loss_cls: 2.8299, loss: 2.8299, grad_norm: 1.5019 2020-08-02 04:18:04,590 - mmaction - INFO - Epoch [135][400/940] lr: 1.853e-01, eta: 1 day, 9:26:41, time: 1.092, data_time: 0.004, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6404, loss_cls: 2.7567, loss: 2.7567, grad_norm: 1.4757 2020-08-02 04:18:24,752 - mmaction - INFO - Epoch [135][420/940] lr: 1.853e-01, eta: 1 day, 9:26:19, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6328, loss_cls: 2.7764, loss: 2.7764, grad_norm: 1.4744 2020-08-02 04:18:45,734 - mmaction - INFO - Epoch [135][440/940] lr: 1.853e-01, eta: 1 day, 9:25:58, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6320, loss_cls: 2.7979, loss: 2.7979, grad_norm: 1.5061 2020-08-02 04:19:06,381 - mmaction - INFO - Epoch [135][460/940] lr: 1.853e-01, eta: 1 day, 9:25:37, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.3838, top5_acc: 0.6266, loss_cls: 2.8219, loss: 2.8219, grad_norm: 1.5045 2020-08-02 04:19:27,625 - mmaction - INFO - Epoch [135][480/940] lr: 1.853e-01, eta: 1 day, 9:25:16, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6293, loss_cls: 2.7920, loss: 2.7920, grad_norm: 1.4999 2020-08-02 04:19:48,332 - mmaction - INFO - Epoch [135][500/940] lr: 1.853e-01, eta: 1 day, 9:24:54, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6350, loss_cls: 2.7773, loss: 2.7773, grad_norm: 1.4938 2020-08-02 04:20:09,704 - mmaction - INFO - Epoch [135][520/940] lr: 1.853e-01, eta: 1 day, 9:24:34, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3867, top5_acc: 0.6291, loss_cls: 2.7821, loss: 2.7821, grad_norm: 1.4938 2020-08-02 04:20:30,172 - mmaction - INFO - Epoch [135][540/940] lr: 1.853e-01, eta: 1 day, 9:24:12, time: 1.022, data_time: 0.002, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6371, loss_cls: 2.7803, loss: 2.7803, grad_norm: 1.5150 2020-08-02 04:20:51,079 - mmaction - INFO - Epoch [135][560/940] lr: 1.853e-01, eta: 1 day, 9:23:51, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6195, loss_cls: 2.8648, loss: 2.8648, grad_norm: 1.5096 2020-08-02 04:21:12,184 - mmaction - INFO - Epoch [135][580/940] lr: 1.853e-01, eta: 1 day, 9:23:30, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6201, loss_cls: 2.8479, loss: 2.8479, grad_norm: 1.4956 2020-08-02 04:21:33,069 - mmaction - INFO - Epoch [135][600/940] lr: 1.853e-01, eta: 1 day, 9:23:08, time: 1.044, data_time: 0.003, memory: 6199, top1_acc: 0.3666, top5_acc: 0.6223, loss_cls: 2.8691, loss: 2.8691, grad_norm: 1.4937 2020-08-02 04:21:54,321 - mmaction - INFO - Epoch [135][620/940] lr: 1.853e-01, eta: 1 day, 9:22:48, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.8222, loss: 2.8222, grad_norm: 1.5058 2020-08-02 04:22:14,544 - mmaction - INFO - Epoch [135][640/940] lr: 1.853e-01, eta: 1 day, 9:22:26, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.3648, top5_acc: 0.6236, loss_cls: 2.8597, loss: 2.8597, grad_norm: 1.5028 2020-08-02 04:22:35,341 - mmaction - INFO - Epoch [135][660/940] lr: 1.853e-01, eta: 1 day, 9:22:04, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3850, top5_acc: 0.6246, loss_cls: 2.8399, loss: 2.8399, grad_norm: 1.5097 2020-08-02 04:22:56,511 - mmaction - INFO - Epoch [135][680/940] lr: 1.853e-01, eta: 1 day, 9:21:43, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6299, loss_cls: 2.8041, loss: 2.8041, grad_norm: 1.4928 2020-08-02 04:23:17,032 - mmaction - INFO - Epoch [135][700/940] lr: 1.853e-01, eta: 1 day, 9:21:22, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6262, loss_cls: 2.8249, loss: 2.8249, grad_norm: 1.4686 2020-08-02 04:23:37,986 - mmaction - INFO - Epoch [135][720/940] lr: 1.853e-01, eta: 1 day, 9:21:01, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.7791, loss: 2.7791, grad_norm: 1.4849 2020-08-02 04:23:59,368 - mmaction - INFO - Epoch [135][740/940] lr: 1.853e-01, eta: 1 day, 9:20:40, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6260, loss_cls: 2.8025, loss: 2.8025, grad_norm: 1.4803 2020-08-02 04:24:19,762 - mmaction - INFO - Epoch [135][760/940] lr: 1.853e-01, eta: 1 day, 9:20:18, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3953, top5_acc: 0.6379, loss_cls: 2.7593, loss: 2.7593, grad_norm: 1.4872 2020-08-02 04:24:39,712 - mmaction - INFO - Epoch [135][780/940] lr: 1.853e-01, eta: 1 day, 9:19:56, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6186, loss_cls: 2.8414, loss: 2.8414, grad_norm: 1.4786 2020-08-02 04:25:01,402 - mmaction - INFO - Epoch [135][800/940] lr: 1.853e-01, eta: 1 day, 9:19:36, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6363, loss_cls: 2.7691, loss: 2.7691, grad_norm: 1.4828 2020-08-02 04:25:21,493 - mmaction - INFO - Epoch [135][820/940] lr: 1.853e-01, eta: 1 day, 9:19:14, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3645, top5_acc: 0.6207, loss_cls: 2.9121, loss: 2.9121, grad_norm: 1.5397 2020-08-02 04:25:42,522 - mmaction - INFO - Epoch [135][840/940] lr: 1.853e-01, eta: 1 day, 9:18:52, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3678, top5_acc: 0.6266, loss_cls: 2.8466, loss: 2.8466, grad_norm: 1.4900 2020-08-02 04:26:03,878 - mmaction - INFO - Epoch [135][860/940] lr: 1.853e-01, eta: 1 day, 9:18:32, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.3838, top5_acc: 0.6307, loss_cls: 2.7890, loss: 2.7890, grad_norm: 1.4803 2020-08-02 04:26:24,391 - mmaction - INFO - Epoch [135][880/940] lr: 1.853e-01, eta: 1 day, 9:18:10, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6332, loss_cls: 2.8055, loss: 2.8055, grad_norm: 1.4950 2020-08-02 04:26:45,567 - mmaction - INFO - Epoch [135][900/940] lr: 1.853e-01, eta: 1 day, 9:17:49, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6398, loss_cls: 2.7705, loss: 2.7705, grad_norm: 1.4665 2020-08-02 04:27:06,341 - mmaction - INFO - Epoch [135][920/940] lr: 1.853e-01, eta: 1 day, 9:17:28, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.3838, top5_acc: 0.6391, loss_cls: 2.7559, loss: 2.7559, grad_norm: 1.5023 2020-08-02 04:27:25,314 - mmaction - INFO - Epoch [135][940/940] lr: 1.853e-01, eta: 1 day, 9:17:05, time: 0.946, data_time: 0.005, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6404, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.5141 2020-08-02 04:27:55,808 - mmaction - INFO - Epoch [136][20/940] lr: 1.828e-01, eta: 1 day, 9:16:52, time: 1.509, data_time: 0.416, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6373, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.4843 2020-08-02 04:28:16,326 - mmaction - INFO - Epoch [136][40/940] lr: 1.828e-01, eta: 1 day, 9:16:30, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6301, loss_cls: 2.8178, loss: 2.8178, grad_norm: 1.5093 2020-08-02 04:28:36,867 - mmaction - INFO - Epoch [136][60/940] lr: 1.828e-01, eta: 1 day, 9:16:09, time: 1.030, data_time: 0.011, memory: 6199, top1_acc: 0.3826, top5_acc: 0.6311, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.4850 2020-08-02 04:28:58,081 - mmaction - INFO - Epoch [136][80/940] lr: 1.828e-01, eta: 1 day, 9:15:48, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6359, loss_cls: 2.8025, loss: 2.8025, grad_norm: 1.4941 2020-08-02 04:29:18,328 - mmaction - INFO - Epoch [136][100/940] lr: 1.828e-01, eta: 1 day, 9:15:26, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6285, loss_cls: 2.8014, loss: 2.8014, grad_norm: 1.5252 2020-08-02 04:29:38,778 - mmaction - INFO - Epoch [136][120/940] lr: 1.828e-01, eta: 1 day, 9:15:04, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6332, loss_cls: 2.7763, loss: 2.7763, grad_norm: 1.4815 2020-08-02 04:29:58,911 - mmaction - INFO - Epoch [136][140/940] lr: 1.828e-01, eta: 1 day, 9:14:42, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6295, loss_cls: 2.7906, loss: 2.7906, grad_norm: 1.5069 2020-08-02 04:30:19,823 - mmaction - INFO - Epoch [136][160/940] lr: 1.828e-01, eta: 1 day, 9:14:21, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3830, top5_acc: 0.6395, loss_cls: 2.7766, loss: 2.7766, grad_norm: 1.5015 2020-08-02 04:30:41,456 - mmaction - INFO - Epoch [136][180/940] lr: 1.828e-01, eta: 1 day, 9:14:01, time: 1.082, data_time: 0.010, memory: 6199, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.5079 2020-08-02 04:31:01,907 - mmaction - INFO - Epoch [136][200/940] lr: 1.828e-01, eta: 1 day, 9:13:39, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6332, loss_cls: 2.7774, loss: 2.7774, grad_norm: 1.5040 2020-08-02 04:31:22,684 - mmaction - INFO - Epoch [136][220/940] lr: 1.828e-01, eta: 1 day, 9:13:18, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3883, top5_acc: 0.6285, loss_cls: 2.8020, loss: 2.8020, grad_norm: 1.4985 2020-08-02 04:31:44,200 - mmaction - INFO - Epoch [136][240/940] lr: 1.828e-01, eta: 1 day, 9:12:57, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.3889, top5_acc: 0.6330, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.4893 2020-08-02 04:32:05,692 - mmaction - INFO - Epoch [136][260/940] lr: 1.828e-01, eta: 1 day, 9:12:36, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6271, loss_cls: 2.8186, loss: 2.8186, grad_norm: 1.5188 2020-08-02 04:32:27,141 - mmaction - INFO - Epoch [136][280/940] lr: 1.828e-01, eta: 1 day, 9:12:16, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3959, top5_acc: 0.6355, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.4845 2020-08-02 04:32:48,366 - mmaction - INFO - Epoch [136][300/940] lr: 1.828e-01, eta: 1 day, 9:11:55, time: 1.062, data_time: 0.003, memory: 6199, top1_acc: 0.3816, top5_acc: 0.6316, loss_cls: 2.7769, loss: 2.7769, grad_norm: 1.4897 2020-08-02 04:33:08,530 - mmaction - INFO - Epoch [136][320/940] lr: 1.828e-01, eta: 1 day, 9:11:33, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6426, loss_cls: 2.7430, loss: 2.7430, grad_norm: 1.5071 2020-08-02 04:33:30,311 - mmaction - INFO - Epoch [136][340/940] lr: 1.828e-01, eta: 1 day, 9:11:12, time: 1.092, data_time: 0.007, memory: 6199, top1_acc: 0.3908, top5_acc: 0.6359, loss_cls: 2.7846, loss: 2.7846, grad_norm: 1.4793 2020-08-02 04:33:50,430 - mmaction - INFO - Epoch [136][360/940] lr: 1.828e-01, eta: 1 day, 9:10:50, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.4981 2020-08-02 04:34:10,766 - mmaction - INFO - Epoch [136][380/940] lr: 1.828e-01, eta: 1 day, 9:10:29, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6389, loss_cls: 2.7597, loss: 2.7597, grad_norm: 1.4582 2020-08-02 04:34:32,599 - mmaction - INFO - Epoch [136][400/940] lr: 1.828e-01, eta: 1 day, 9:10:08, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6305, loss_cls: 2.7904, loss: 2.7904, grad_norm: 1.5099 2020-08-02 04:34:54,247 - mmaction - INFO - Epoch [136][420/940] lr: 1.828e-01, eta: 1 day, 9:09:48, time: 1.082, data_time: 0.006, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6250, loss_cls: 2.8031, loss: 2.8031, grad_norm: 1.5256 2020-08-02 04:35:15,770 - mmaction - INFO - Epoch [136][440/940] lr: 1.828e-01, eta: 1 day, 9:09:27, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.3869, top5_acc: 0.6467, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.4823 2020-08-02 04:35:36,785 - mmaction - INFO - Epoch [136][460/940] lr: 1.828e-01, eta: 1 day, 9:09:06, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3689, top5_acc: 0.6254, loss_cls: 2.8248, loss: 2.8248, grad_norm: 1.5374 2020-08-02 04:35:57,832 - mmaction - INFO - Epoch [136][480/940] lr: 1.828e-01, eta: 1 day, 9:08:45, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.3680, top5_acc: 0.6209, loss_cls: 2.8167, loss: 2.8167, grad_norm: 1.5161 2020-08-02 04:36:17,698 - mmaction - INFO - Epoch [136][500/940] lr: 1.828e-01, eta: 1 day, 9:08:23, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6383, loss_cls: 2.7941, loss: 2.7941, grad_norm: 1.5208 2020-08-02 04:36:38,508 - mmaction - INFO - Epoch [136][520/940] lr: 1.828e-01, eta: 1 day, 9:08:01, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6301, loss_cls: 2.8156, loss: 2.8156, grad_norm: 1.5212 2020-08-02 04:36:59,553 - mmaction - INFO - Epoch [136][540/940] lr: 1.828e-01, eta: 1 day, 9:07:40, time: 1.051, data_time: 0.005, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6318, loss_cls: 2.7966, loss: 2.7966, grad_norm: 1.5010 2020-08-02 04:37:19,656 - mmaction - INFO - Epoch [136][560/940] lr: 1.828e-01, eta: 1 day, 9:07:18, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.3756, top5_acc: 0.6227, loss_cls: 2.8234, loss: 2.8234, grad_norm: 1.5162 2020-08-02 04:37:40,575 - mmaction - INFO - Epoch [136][580/940] lr: 1.828e-01, eta: 1 day, 9:06:57, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3822, top5_acc: 0.6303, loss_cls: 2.8106, loss: 2.8106, grad_norm: 1.5026 2020-08-02 04:38:01,615 - mmaction - INFO - Epoch [136][600/940] lr: 1.828e-01, eta: 1 day, 9:06:36, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3941, top5_acc: 0.6396, loss_cls: 2.7685, loss: 2.7685, grad_norm: 1.4895 2020-08-02 04:38:22,713 - mmaction - INFO - Epoch [136][620/940] lr: 1.828e-01, eta: 1 day, 9:06:15, time: 1.056, data_time: 0.003, memory: 6199, top1_acc: 0.3635, top5_acc: 0.6225, loss_cls: 2.8654, loss: 2.8654, grad_norm: 1.5119 2020-08-02 04:38:42,950 - mmaction - INFO - Epoch [136][640/940] lr: 1.828e-01, eta: 1 day, 9:05:53, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.4010, top5_acc: 0.6465, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.4758 2020-08-02 04:39:03,815 - mmaction - INFO - Epoch [136][660/940] lr: 1.828e-01, eta: 1 day, 9:05:32, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.3793, top5_acc: 0.6246, loss_cls: 2.8128, loss: 2.8128, grad_norm: 1.5251 2020-08-02 04:39:24,852 - mmaction - INFO - Epoch [136][680/940] lr: 1.828e-01, eta: 1 day, 9:05:11, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6266, loss_cls: 2.8287, loss: 2.8287, grad_norm: 1.5072 2020-08-02 04:39:44,920 - mmaction - INFO - Epoch [136][700/940] lr: 1.828e-01, eta: 1 day, 9:04:49, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3867, top5_acc: 0.6303, loss_cls: 2.7889, loss: 2.7889, grad_norm: 1.4875 2020-08-02 04:40:05,651 - mmaction - INFO - Epoch [136][720/940] lr: 1.828e-01, eta: 1 day, 9:04:28, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6355, loss_cls: 2.7861, loss: 2.7861, grad_norm: 1.4936 2020-08-02 04:40:25,766 - mmaction - INFO - Epoch [136][740/940] lr: 1.828e-01, eta: 1 day, 9:04:06, time: 1.004, data_time: 0.003, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6244, loss_cls: 2.8548, loss: 2.8548, grad_norm: 1.4842 2020-08-02 04:40:46,011 - mmaction - INFO - Epoch [136][760/940] lr: 1.828e-01, eta: 1 day, 9:03:44, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3941, top5_acc: 0.6396, loss_cls: 2.7901, loss: 2.7901, grad_norm: 1.5079 2020-08-02 04:41:06,029 - mmaction - INFO - Epoch [136][780/940] lr: 1.828e-01, eta: 1 day, 9:03:22, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3828, top5_acc: 0.6400, loss_cls: 2.7935, loss: 2.7935, grad_norm: 1.5096 2020-08-02 04:41:26,665 - mmaction - INFO - Epoch [136][800/940] lr: 1.828e-01, eta: 1 day, 9:03:00, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6277, loss_cls: 2.8189, loss: 2.8189, grad_norm: 1.4961 2020-08-02 04:41:46,762 - mmaction - INFO - Epoch [136][820/940] lr: 1.828e-01, eta: 1 day, 9:02:39, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3717, top5_acc: 0.6297, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.5066 2020-08-02 04:42:07,518 - mmaction - INFO - Epoch [136][840/940] lr: 1.828e-01, eta: 1 day, 9:02:17, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3826, top5_acc: 0.6385, loss_cls: 2.8051, loss: 2.8051, grad_norm: 1.5200 2020-08-02 04:42:27,609 - mmaction - INFO - Epoch [136][860/940] lr: 1.828e-01, eta: 1 day, 9:01:55, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.3943, top5_acc: 0.6430, loss_cls: 2.7589, loss: 2.7589, grad_norm: 1.4703 2020-08-02 04:42:48,140 - mmaction - INFO - Epoch [136][880/940] lr: 1.828e-01, eta: 1 day, 9:01:34, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6283, loss_cls: 2.8113, loss: 2.8113, grad_norm: 1.4719 2020-08-02 04:43:08,348 - mmaction - INFO - Epoch [136][900/940] lr: 1.828e-01, eta: 1 day, 9:01:12, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6199, loss_cls: 2.8294, loss: 2.8294, grad_norm: 1.5225 2020-08-02 04:43:28,469 - mmaction - INFO - Epoch [136][920/940] lr: 1.828e-01, eta: 1 day, 9:00:50, time: 1.006, data_time: 0.004, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6299, loss_cls: 2.7825, loss: 2.7825, grad_norm: 1.5248 2020-08-02 04:43:47,872 - mmaction - INFO - Epoch [136][940/940] lr: 1.828e-01, eta: 1 day, 9:00:27, time: 0.970, data_time: 0.008, memory: 6199, top1_acc: 0.3797, top5_acc: 0.6260, loss_cls: 2.8371, loss: 2.8371, grad_norm: 1.5207 2020-08-02 04:43:48,138 - mmaction - INFO - Saving checkpoint at 136 epochs 2020-08-02 04:44:18,203 - mmaction - INFO - Epoch [137][20/940] lr: 1.804e-01, eta: 1 day, 9:00:13, time: 1.432, data_time: 0.441, memory: 6199, top1_acc: 0.3848, top5_acc: 0.6482, loss_cls: 2.7334, loss: 2.7334, grad_norm: 1.5197 2020-08-02 04:44:38,209 - mmaction - INFO - Epoch [137][40/940] lr: 1.804e-01, eta: 1 day, 8:59:51, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6381, loss_cls: 2.7799, loss: 2.7799, grad_norm: 1.4879 2020-08-02 04:44:59,288 - mmaction - INFO - Epoch [137][60/940] lr: 1.804e-01, eta: 1 day, 8:59:30, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6377, loss_cls: 2.7622, loss: 2.7622, grad_norm: 1.4760 2020-08-02 04:45:20,903 - mmaction - INFO - Epoch [137][80/940] lr: 1.804e-01, eta: 1 day, 8:59:09, time: 1.079, data_time: 0.003, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6361, loss_cls: 2.7468, loss: 2.7468, grad_norm: 1.4834 2020-08-02 04:45:41,330 - mmaction - INFO - Epoch [137][100/940] lr: 1.804e-01, eta: 1 day, 8:58:48, time: 1.022, data_time: 0.011, memory: 6199, top1_acc: 0.3771, top5_acc: 0.6357, loss_cls: 2.7780, loss: 2.7780, grad_norm: 1.5282 2020-08-02 04:46:02,634 - mmaction - INFO - Epoch [137][120/940] lr: 1.804e-01, eta: 1 day, 8:58:27, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6361, loss_cls: 2.7798, loss: 2.7798, grad_norm: 1.5123 2020-08-02 04:46:24,205 - mmaction - INFO - Epoch [137][140/940] lr: 1.804e-01, eta: 1 day, 8:58:06, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.3775, top5_acc: 0.6416, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.5129 2020-08-02 04:46:44,794 - mmaction - INFO - Epoch [137][160/940] lr: 1.804e-01, eta: 1 day, 8:57:45, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6332, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.5029 2020-08-02 04:47:05,421 - mmaction - INFO - Epoch [137][180/940] lr: 1.804e-01, eta: 1 day, 8:57:23, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6422, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.5204 2020-08-02 04:47:26,070 - mmaction - INFO - Epoch [137][200/940] lr: 1.804e-01, eta: 1 day, 8:57:02, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6451, loss_cls: 2.7426, loss: 2.7426, grad_norm: 1.5090 2020-08-02 04:47:47,091 - mmaction - INFO - Epoch [137][220/940] lr: 1.804e-01, eta: 1 day, 8:56:41, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6322, loss_cls: 2.7937, loss: 2.7937, grad_norm: 1.5021 2020-08-02 04:48:07,382 - mmaction - INFO - Epoch [137][240/940] lr: 1.804e-01, eta: 1 day, 8:56:19, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3719, top5_acc: 0.6271, loss_cls: 2.8538, loss: 2.8538, grad_norm: 1.5340 2020-08-02 04:48:27,327 - mmaction - INFO - Epoch [137][260/940] lr: 1.804e-01, eta: 1 day, 8:55:57, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.3723, top5_acc: 0.6340, loss_cls: 2.7876, loss: 2.7876, grad_norm: 1.5054 2020-08-02 04:48:48,516 - mmaction - INFO - Epoch [137][280/940] lr: 1.804e-01, eta: 1 day, 8:55:36, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.3916, top5_acc: 0.6418, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5402 2020-08-02 04:49:09,311 - mmaction - INFO - Epoch [137][300/940] lr: 1.804e-01, eta: 1 day, 8:55:15, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3822, top5_acc: 0.6260, loss_cls: 2.8067, loss: 2.8067, grad_norm: 1.5193 2020-08-02 04:49:30,191 - mmaction - INFO - Epoch [137][320/940] lr: 1.804e-01, eta: 1 day, 8:54:53, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6367, loss_cls: 2.7759, loss: 2.7759, grad_norm: 1.5087 2020-08-02 04:49:51,435 - mmaction - INFO - Epoch [137][340/940] lr: 1.804e-01, eta: 1 day, 8:54:32, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.3781, top5_acc: 0.6252, loss_cls: 2.8045, loss: 2.8045, grad_norm: 1.5485 2020-08-02 04:50:14,093 - mmaction - INFO - Epoch [137][360/940] lr: 1.804e-01, eta: 1 day, 8:54:13, time: 1.133, data_time: 0.007, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6311, loss_cls: 2.7730, loss: 2.7730, grad_norm: 1.4917 2020-08-02 04:50:33,976 - mmaction - INFO - Epoch [137][380/940] lr: 1.804e-01, eta: 1 day, 8:53:51, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6445, loss_cls: 2.7698, loss: 2.7698, grad_norm: 1.5037 2020-08-02 04:50:55,981 - mmaction - INFO - Epoch [137][400/940] lr: 1.804e-01, eta: 1 day, 8:53:30, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.3840, top5_acc: 0.6281, loss_cls: 2.7934, loss: 2.7934, grad_norm: 1.5376 2020-08-02 04:51:16,131 - mmaction - INFO - Epoch [137][420/940] lr: 1.804e-01, eta: 1 day, 8:53:09, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6338, loss_cls: 2.7725, loss: 2.7725, grad_norm: 1.5296 2020-08-02 04:51:36,267 - mmaction - INFO - Epoch [137][440/940] lr: 1.804e-01, eta: 1 day, 8:52:47, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.3721, top5_acc: 0.6305, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.5010 2020-08-02 04:51:57,523 - mmaction - INFO - Epoch [137][460/940] lr: 1.804e-01, eta: 1 day, 8:52:26, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6461, loss_cls: 2.7108, loss: 2.7108, grad_norm: 1.4879 2020-08-02 04:52:19,245 - mmaction - INFO - Epoch [137][480/940] lr: 1.804e-01, eta: 1 day, 8:52:05, time: 1.082, data_time: 0.006, memory: 6199, top1_acc: 0.3916, top5_acc: 0.6363, loss_cls: 2.7762, loss: 2.7762, grad_norm: 1.5129 2020-08-02 04:52:39,001 - mmaction - INFO - Epoch [137][500/940] lr: 1.804e-01, eta: 1 day, 8:51:43, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.3758, top5_acc: 0.6279, loss_cls: 2.8011, loss: 2.8011, grad_norm: 1.5269 2020-08-02 04:52:59,574 - mmaction - INFO - Epoch [137][520/940] lr: 1.804e-01, eta: 1 day, 8:51:22, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6342, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.5000 2020-08-02 04:53:21,026 - mmaction - INFO - Epoch [137][540/940] lr: 1.804e-01, eta: 1 day, 8:51:01, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6373, loss_cls: 2.7877, loss: 2.7877, grad_norm: 1.5386 2020-08-02 04:53:41,901 - mmaction - INFO - Epoch [137][560/940] lr: 1.804e-01, eta: 1 day, 8:50:40, time: 1.042, data_time: 0.011, memory: 6199, top1_acc: 0.3883, top5_acc: 0.6355, loss_cls: 2.7894, loss: 2.7894, grad_norm: 1.5346 2020-08-02 04:54:03,043 - mmaction - INFO - Epoch [137][580/940] lr: 1.804e-01, eta: 1 day, 8:50:19, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6326, loss_cls: 2.8030, loss: 2.8030, grad_norm: 1.4880 2020-08-02 04:54:23,384 - mmaction - INFO - Epoch [137][600/940] lr: 1.804e-01, eta: 1 day, 8:49:57, time: 1.015, data_time: 0.002, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6309, loss_cls: 2.7735, loss: 2.7735, grad_norm: 1.5111 2020-08-02 04:54:44,594 - mmaction - INFO - Epoch [137][620/940] lr: 1.804e-01, eta: 1 day, 8:49:36, time: 1.060, data_time: 0.010, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6387, loss_cls: 2.7889, loss: 2.7889, grad_norm: 1.5189 2020-08-02 04:55:06,202 - mmaction - INFO - Epoch [137][640/940] lr: 1.804e-01, eta: 1 day, 8:49:15, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6285, loss_cls: 2.8223, loss: 2.8223, grad_norm: 1.4843 2020-08-02 04:55:27,210 - mmaction - INFO - Epoch [137][660/940] lr: 1.804e-01, eta: 1 day, 8:48:54, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.4008, top5_acc: 0.6408, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.5010 2020-08-02 04:55:47,021 - mmaction - INFO - Epoch [137][680/940] lr: 1.804e-01, eta: 1 day, 8:48:32, time: 0.987, data_time: 0.005, memory: 6199, top1_acc: 0.3793, top5_acc: 0.6242, loss_cls: 2.8351, loss: 2.8351, grad_norm: 1.5182 2020-08-02 04:56:07,806 - mmaction - INFO - Epoch [137][700/940] lr: 1.804e-01, eta: 1 day, 8:48:11, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6375, loss_cls: 2.7732, loss: 2.7732, grad_norm: 1.4821 2020-08-02 04:56:29,094 - mmaction - INFO - Epoch [137][720/940] lr: 1.804e-01, eta: 1 day, 8:47:50, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6346, loss_cls: 2.7559, loss: 2.7559, grad_norm: 1.5426 2020-08-02 04:56:49,929 - mmaction - INFO - Epoch [137][740/940] lr: 1.804e-01, eta: 1 day, 8:47:29, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7964, loss: 2.7964, grad_norm: 1.5498 2020-08-02 04:57:11,429 - mmaction - INFO - Epoch [137][760/940] lr: 1.804e-01, eta: 1 day, 8:47:08, time: 1.075, data_time: 0.005, memory: 6199, top1_acc: 0.3563, top5_acc: 0.6168, loss_cls: 2.8745, loss: 2.8745, grad_norm: 1.5391 2020-08-02 04:57:31,890 - mmaction - INFO - Epoch [137][780/940] lr: 1.804e-01, eta: 1 day, 8:46:46, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6365, loss_cls: 2.8116, loss: 2.8116, grad_norm: 1.4895 2020-08-02 04:57:54,061 - mmaction - INFO - Epoch [137][800/940] lr: 1.804e-01, eta: 1 day, 8:46:26, time: 1.110, data_time: 0.007, memory: 6199, top1_acc: 0.3879, top5_acc: 0.6346, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.5285 2020-08-02 04:58:15,447 - mmaction - INFO - Epoch [137][820/940] lr: 1.804e-01, eta: 1 day, 8:46:05, time: 1.070, data_time: 0.002, memory: 6199, top1_acc: 0.3816, top5_acc: 0.6393, loss_cls: 2.7947, loss: 2.7947, grad_norm: 1.5239 2020-08-02 04:58:36,521 - mmaction - INFO - Epoch [137][840/940] lr: 1.804e-01, eta: 1 day, 8:45:44, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3695, top5_acc: 0.6211, loss_cls: 2.8315, loss: 2.8315, grad_norm: 1.4892 2020-08-02 04:58:57,332 - mmaction - INFO - Epoch [137][860/940] lr: 1.804e-01, eta: 1 day, 8:45:23, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6393, loss_cls: 2.7914, loss: 2.7914, grad_norm: 1.5056 2020-08-02 04:59:17,975 - mmaction - INFO - Epoch [137][880/940] lr: 1.804e-01, eta: 1 day, 8:45:01, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6322, loss_cls: 2.7644, loss: 2.7644, grad_norm: 1.5117 2020-08-02 04:59:39,147 - mmaction - INFO - Epoch [137][900/940] lr: 1.804e-01, eta: 1 day, 8:44:41, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3920, top5_acc: 0.6434, loss_cls: 2.7638, loss: 2.7638, grad_norm: 1.5114 2020-08-02 05:00:01,103 - mmaction - INFO - Epoch [137][920/940] lr: 1.804e-01, eta: 1 day, 8:44:20, time: 1.096, data_time: 0.006, memory: 6199, top1_acc: 0.3836, top5_acc: 0.6326, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.4893 2020-08-02 05:00:23,728 - mmaction - INFO - Epoch [137][940/940] lr: 1.804e-01, eta: 1 day, 8:44:00, time: 1.121, data_time: 0.007, memory: 6199, top1_acc: 0.3677, top5_acc: 0.6240, loss_cls: 2.8510, loss: 2.8510, grad_norm: 1.5448 2020-08-02 05:01:46,546 - mmaction - INFO - Epoch [138][20/940] lr: 1.780e-01, eta: 1 day, 8:44:33, time: 4.117, data_time: 0.626, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.7942, loss: 2.7942, grad_norm: 1.5257 2020-08-02 05:02:06,328 - mmaction - INFO - Epoch [138][40/940] lr: 1.780e-01, eta: 1 day, 8:44:10, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7147, loss: 2.7147, grad_norm: 1.5059 2020-08-02 05:02:25,918 - mmaction - INFO - Epoch [138][60/940] lr: 1.780e-01, eta: 1 day, 8:43:48, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.3988, top5_acc: 0.6402, loss_cls: 2.7542, loss: 2.7542, grad_norm: 1.5041 2020-08-02 05:02:47,385 - mmaction - INFO - Epoch [138][80/940] lr: 1.780e-01, eta: 1 day, 8:43:27, time: 1.072, data_time: 0.003, memory: 6199, top1_acc: 0.3785, top5_acc: 0.6271, loss_cls: 2.7998, loss: 2.7998, grad_norm: 1.4972 2020-08-02 05:03:06,943 - mmaction - INFO - Epoch [138][100/940] lr: 1.780e-01, eta: 1 day, 8:43:05, time: 0.978, data_time: 0.010, memory: 6199, top1_acc: 0.3879, top5_acc: 0.6385, loss_cls: 2.7568, loss: 2.7568, grad_norm: 1.5304 2020-08-02 05:03:27,875 - mmaction - INFO - Epoch [138][120/940] lr: 1.780e-01, eta: 1 day, 8:42:44, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3928, top5_acc: 0.6328, loss_cls: 2.7568, loss: 2.7568, grad_norm: 1.5090 2020-08-02 05:03:49,696 - mmaction - INFO - Epoch [138][140/940] lr: 1.780e-01, eta: 1 day, 8:42:23, time: 1.091, data_time: 0.005, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6262, loss_cls: 2.8152, loss: 2.8152, grad_norm: 1.5352 2020-08-02 05:04:09,613 - mmaction - INFO - Epoch [138][160/940] lr: 1.780e-01, eta: 1 day, 8:42:01, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6424, loss_cls: 2.7484, loss: 2.7484, grad_norm: 1.5140 2020-08-02 05:04:31,088 - mmaction - INFO - Epoch [138][180/940] lr: 1.780e-01, eta: 1 day, 8:41:40, time: 1.072, data_time: 0.005, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6354, loss_cls: 2.7617, loss: 2.7617, grad_norm: 1.5068 2020-08-02 05:04:51,497 - mmaction - INFO - Epoch [138][200/940] lr: 1.780e-01, eta: 1 day, 8:41:19, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3785, top5_acc: 0.6363, loss_cls: 2.7862, loss: 2.7862, grad_norm: 1.5255 2020-08-02 05:05:12,308 - mmaction - INFO - Epoch [138][220/940] lr: 1.780e-01, eta: 1 day, 8:40:57, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3891, top5_acc: 0.6338, loss_cls: 2.7864, loss: 2.7864, grad_norm: 1.5123 2020-08-02 05:05:32,250 - mmaction - INFO - Epoch [138][240/940] lr: 1.780e-01, eta: 1 day, 8:40:35, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6414, loss_cls: 2.7272, loss: 2.7272, grad_norm: 1.5077 2020-08-02 05:05:52,595 - mmaction - INFO - Epoch [138][260/940] lr: 1.780e-01, eta: 1 day, 8:40:14, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.3896, top5_acc: 0.6408, loss_cls: 2.7713, loss: 2.7713, grad_norm: 1.5031 2020-08-02 05:06:12,722 - mmaction - INFO - Epoch [138][280/940] lr: 1.780e-01, eta: 1 day, 8:39:52, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6420, loss_cls: 2.7423, loss: 2.7423, grad_norm: 1.4970 2020-08-02 05:06:33,296 - mmaction - INFO - Epoch [138][300/940] lr: 1.780e-01, eta: 1 day, 8:39:30, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.3828, top5_acc: 0.6443, loss_cls: 2.7299, loss: 2.7299, grad_norm: 1.4999 2020-08-02 05:06:53,405 - mmaction - INFO - Epoch [138][320/940] lr: 1.780e-01, eta: 1 day, 8:39:08, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6342, loss_cls: 2.7478, loss: 2.7478, grad_norm: 1.4921 2020-08-02 05:07:13,120 - mmaction - INFO - Epoch [138][340/940] lr: 1.780e-01, eta: 1 day, 8:38:46, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6350, loss_cls: 2.7858, loss: 2.7858, grad_norm: 1.5480 2020-08-02 05:07:34,112 - mmaction - INFO - Epoch [138][360/940] lr: 1.780e-01, eta: 1 day, 8:38:25, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6336, loss_cls: 2.8181, loss: 2.8181, grad_norm: 1.5041 2020-08-02 05:07:54,940 - mmaction - INFO - Epoch [138][380/940] lr: 1.780e-01, eta: 1 day, 8:38:04, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6367, loss_cls: 2.7578, loss: 2.7578, grad_norm: 1.5078 2020-08-02 05:08:15,029 - mmaction - INFO - Epoch [138][400/940] lr: 1.780e-01, eta: 1 day, 8:37:42, time: 1.000, data_time: 0.001, memory: 6199, top1_acc: 0.3982, top5_acc: 0.6420, loss_cls: 2.7448, loss: 2.7448, grad_norm: 1.5077 2020-08-02 05:08:35,045 - mmaction - INFO - Epoch [138][420/940] lr: 1.780e-01, eta: 1 day, 8:37:20, time: 1.003, data_time: 0.010, memory: 6199, top1_acc: 0.3828, top5_acc: 0.6465, loss_cls: 2.7538, loss: 2.7538, grad_norm: 1.5457 2020-08-02 05:08:55,261 - mmaction - INFO - Epoch [138][440/940] lr: 1.780e-01, eta: 1 day, 8:36:58, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6391, loss_cls: 2.7728, loss: 2.7728, grad_norm: 1.5206 2020-08-02 05:09:15,519 - mmaction - INFO - Epoch [138][460/940] lr: 1.780e-01, eta: 1 day, 8:36:36, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6314, loss_cls: 2.7942, loss: 2.7942, grad_norm: 1.5074 2020-08-02 05:09:35,497 - mmaction - INFO - Epoch [138][480/940] lr: 1.780e-01, eta: 1 day, 8:36:14, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3801, top5_acc: 0.6293, loss_cls: 2.7906, loss: 2.7906, grad_norm: 1.5314 2020-08-02 05:09:55,756 - mmaction - INFO - Epoch [138][500/940] lr: 1.780e-01, eta: 1 day, 8:35:52, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6309, loss_cls: 2.7975, loss: 2.7975, grad_norm: 1.5393 2020-08-02 05:10:16,146 - mmaction - INFO - Epoch [138][520/940] lr: 1.780e-01, eta: 1 day, 8:35:31, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3916, top5_acc: 0.6359, loss_cls: 2.7757, loss: 2.7757, grad_norm: 1.5321 2020-08-02 05:10:36,160 - mmaction - INFO - Epoch [138][540/940] lr: 1.780e-01, eta: 1 day, 8:35:09, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7704, loss: 2.7704, grad_norm: 1.5049 2020-08-02 05:10:56,683 - mmaction - INFO - Epoch [138][560/940] lr: 1.780e-01, eta: 1 day, 8:34:47, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3914, top5_acc: 0.6377, loss_cls: 2.7581, loss: 2.7581, grad_norm: 1.5073 2020-08-02 05:11:16,948 - mmaction - INFO - Epoch [138][580/940] lr: 1.780e-01, eta: 1 day, 8:34:25, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6377, loss_cls: 2.7765, loss: 2.7765, grad_norm: 1.5105 2020-08-02 05:11:37,098 - mmaction - INFO - Epoch [138][600/940] lr: 1.780e-01, eta: 1 day, 8:34:03, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3805, top5_acc: 0.6268, loss_cls: 2.7848, loss: 2.7848, grad_norm: 1.5166 2020-08-02 05:11:58,582 - mmaction - INFO - Epoch [138][620/940] lr: 1.780e-01, eta: 1 day, 8:33:43, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6293, loss_cls: 2.7720, loss: 2.7720, grad_norm: 1.5117 2020-08-02 05:12:18,850 - mmaction - INFO - Epoch [138][640/940] lr: 1.780e-01, eta: 1 day, 8:33:21, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6357, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.5310 2020-08-02 05:12:39,477 - mmaction - INFO - Epoch [138][660/940] lr: 1.780e-01, eta: 1 day, 8:32:59, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.3746, top5_acc: 0.6318, loss_cls: 2.8185, loss: 2.8185, grad_norm: 1.5508 2020-08-02 05:13:00,757 - mmaction - INFO - Epoch [138][680/940] lr: 1.780e-01, eta: 1 day, 8:32:39, time: 1.064, data_time: 0.004, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6404, loss_cls: 2.7492, loss: 2.7492, grad_norm: 1.5181 2020-08-02 05:13:21,063 - mmaction - INFO - Epoch [138][700/940] lr: 1.780e-01, eta: 1 day, 8:32:17, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6283, loss_cls: 2.8375, loss: 2.8375, grad_norm: 1.5337 2020-08-02 05:13:41,955 - mmaction - INFO - Epoch [138][720/940] lr: 1.780e-01, eta: 1 day, 8:31:56, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6432, loss_cls: 2.7722, loss: 2.7722, grad_norm: 1.5365 2020-08-02 05:14:02,654 - mmaction - INFO - Epoch [138][740/940] lr: 1.780e-01, eta: 1 day, 8:31:34, time: 1.032, data_time: 0.010, memory: 6199, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8168, loss: 2.8168, grad_norm: 1.5164 2020-08-02 05:14:23,433 - mmaction - INFO - Epoch [138][760/940] lr: 1.780e-01, eta: 1 day, 8:31:13, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6301, loss_cls: 2.7843, loss: 2.7843, grad_norm: 1.5048 2020-08-02 05:14:44,612 - mmaction - INFO - Epoch [138][780/940] lr: 1.780e-01, eta: 1 day, 8:30:52, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3896, top5_acc: 0.6254, loss_cls: 2.7804, loss: 2.7804, grad_norm: 1.5116 2020-08-02 05:15:06,114 - mmaction - INFO - Epoch [138][800/940] lr: 1.780e-01, eta: 1 day, 8:30:31, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6369, loss_cls: 2.7642, loss: 2.7642, grad_norm: 1.5055 2020-08-02 05:15:27,085 - mmaction - INFO - Epoch [138][820/940] lr: 1.780e-01, eta: 1 day, 8:30:10, time: 1.047, data_time: 0.002, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6402, loss_cls: 2.7429, loss: 2.7429, grad_norm: 1.5182 2020-08-02 05:15:48,042 - mmaction - INFO - Epoch [138][840/940] lr: 1.780e-01, eta: 1 day, 8:29:49, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.3822, top5_acc: 0.6256, loss_cls: 2.8333, loss: 2.8333, grad_norm: 1.5536 2020-08-02 05:16:08,413 - mmaction - INFO - Epoch [138][860/940] lr: 1.780e-01, eta: 1 day, 8:29:27, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.3729, top5_acc: 0.6268, loss_cls: 2.8455, loss: 2.8455, grad_norm: 1.5145 2020-08-02 05:16:28,529 - mmaction - INFO - Epoch [138][880/940] lr: 1.780e-01, eta: 1 day, 8:29:05, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.3791, top5_acc: 0.6381, loss_cls: 2.8029, loss: 2.8029, grad_norm: 1.5164 2020-08-02 05:16:49,403 - mmaction - INFO - Epoch [138][900/940] lr: 1.780e-01, eta: 1 day, 8:28:44, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6373, loss_cls: 2.7656, loss: 2.7656, grad_norm: 1.5564 2020-08-02 05:17:10,348 - mmaction - INFO - Epoch [138][920/940] lr: 1.780e-01, eta: 1 day, 8:28:23, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3879, top5_acc: 0.6389, loss_cls: 2.7625, loss: 2.7625, grad_norm: 1.5074 2020-08-02 05:17:30,083 - mmaction - INFO - Epoch [138][940/940] lr: 1.780e-01, eta: 1 day, 8:28:01, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.3815, top5_acc: 0.6313, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.5498 2020-08-02 05:18:00,777 - mmaction - INFO - Epoch [139][20/940] lr: 1.755e-01, eta: 1 day, 8:27:47, time: 1.512, data_time: 0.416, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6256, loss_cls: 2.8342, loss: 2.8342, grad_norm: 1.5474 2020-08-02 05:18:21,537 - mmaction - INFO - Epoch [139][40/940] lr: 1.755e-01, eta: 1 day, 8:27:26, time: 1.039, data_time: 0.003, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6338, loss_cls: 2.7777, loss: 2.7777, grad_norm: 1.5140 2020-08-02 05:18:42,295 - mmaction - INFO - Epoch [139][60/940] lr: 1.755e-01, eta: 1 day, 8:27:05, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6402, loss_cls: 2.7385, loss: 2.7385, grad_norm: 1.5216 2020-08-02 05:19:03,399 - mmaction - INFO - Epoch [139][80/940] lr: 1.755e-01, eta: 1 day, 8:26:44, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3850, top5_acc: 0.6336, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5215 2020-08-02 05:19:24,263 - mmaction - INFO - Epoch [139][100/940] lr: 1.755e-01, eta: 1 day, 8:26:22, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.8012, loss: 2.8012, grad_norm: 1.5337 2020-08-02 05:19:44,694 - mmaction - INFO - Epoch [139][120/940] lr: 1.755e-01, eta: 1 day, 8:26:01, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6361, loss_cls: 2.7721, loss: 2.7721, grad_norm: 1.5275 2020-08-02 05:20:06,336 - mmaction - INFO - Epoch [139][140/940] lr: 1.755e-01, eta: 1 day, 8:25:40, time: 1.082, data_time: 0.009, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6289, loss_cls: 2.7907, loss: 2.7907, grad_norm: 1.5236 2020-08-02 05:20:26,969 - mmaction - INFO - Epoch [139][160/940] lr: 1.755e-01, eta: 1 day, 8:25:19, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6398, loss_cls: 2.7441, loss: 2.7441, grad_norm: 1.5310 2020-08-02 05:20:48,357 - mmaction - INFO - Epoch [139][180/940] lr: 1.755e-01, eta: 1 day, 8:24:58, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6498, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.5244 2020-08-02 05:21:09,460 - mmaction - INFO - Epoch [139][200/940] lr: 1.755e-01, eta: 1 day, 8:24:37, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6436, loss_cls: 2.7543, loss: 2.7543, grad_norm: 1.5512 2020-08-02 05:21:29,708 - mmaction - INFO - Epoch [139][220/940] lr: 1.755e-01, eta: 1 day, 8:24:15, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.3854, top5_acc: 0.6389, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.5352 2020-08-02 05:21:50,365 - mmaction - INFO - Epoch [139][240/940] lr: 1.755e-01, eta: 1 day, 8:23:54, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3838, top5_acc: 0.6377, loss_cls: 2.7889, loss: 2.7889, grad_norm: 1.5520 2020-08-02 05:22:10,408 - mmaction - INFO - Epoch [139][260/940] lr: 1.755e-01, eta: 1 day, 8:23:32, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6297, loss_cls: 2.7794, loss: 2.7794, grad_norm: 1.4859 2020-08-02 05:22:31,284 - mmaction - INFO - Epoch [139][280/940] lr: 1.755e-01, eta: 1 day, 8:23:10, time: 1.045, data_time: 0.011, memory: 6199, top1_acc: 0.3850, top5_acc: 0.6371, loss_cls: 2.7760, loss: 2.7760, grad_norm: 1.5131 2020-08-02 05:22:52,042 - mmaction - INFO - Epoch [139][300/940] lr: 1.755e-01, eta: 1 day, 8:22:49, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.3943, top5_acc: 0.6451, loss_cls: 2.7487, loss: 2.7487, grad_norm: 1.5399 2020-08-02 05:23:13,538 - mmaction - INFO - Epoch [139][320/940] lr: 1.755e-01, eta: 1 day, 8:22:28, time: 1.070, data_time: 0.005, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6326, loss_cls: 2.8147, loss: 2.8147, grad_norm: 1.5502 2020-08-02 05:23:34,938 - mmaction - INFO - Epoch [139][340/940] lr: 1.755e-01, eta: 1 day, 8:22:08, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3969, top5_acc: 0.6414, loss_cls: 2.7501, loss: 2.7501, grad_norm: 1.5262 2020-08-02 05:23:54,751 - mmaction - INFO - Epoch [139][360/940] lr: 1.755e-01, eta: 1 day, 8:21:45, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6406, loss_cls: 2.7462, loss: 2.7462, grad_norm: 1.5421 2020-08-02 05:24:15,419 - mmaction - INFO - Epoch [139][380/940] lr: 1.755e-01, eta: 1 day, 8:21:24, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3639, top5_acc: 0.6254, loss_cls: 2.8347, loss: 2.8347, grad_norm: 1.5326 2020-08-02 05:24:35,833 - mmaction - INFO - Epoch [139][400/940] lr: 1.755e-01, eta: 1 day, 8:21:02, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6273, loss_cls: 2.8200, loss: 2.8200, grad_norm: 1.5193 2020-08-02 05:24:56,440 - mmaction - INFO - Epoch [139][420/940] lr: 1.755e-01, eta: 1 day, 8:20:41, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.7468, loss: 2.7468, grad_norm: 1.5195 2020-08-02 05:25:16,898 - mmaction - INFO - Epoch [139][440/940] lr: 1.755e-01, eta: 1 day, 8:20:19, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.3750, top5_acc: 0.6271, loss_cls: 2.7930, loss: 2.7930, grad_norm: 1.5466 2020-08-02 05:25:37,388 - mmaction - INFO - Epoch [139][460/940] lr: 1.755e-01, eta: 1 day, 8:19:58, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4062, top5_acc: 0.6498, loss_cls: 2.7162, loss: 2.7162, grad_norm: 1.5181 2020-08-02 05:25:58,043 - mmaction - INFO - Epoch [139][480/940] lr: 1.755e-01, eta: 1 day, 8:19:36, time: 1.031, data_time: 0.010, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6494, loss_cls: 2.7072, loss: 2.7072, grad_norm: 1.4908 2020-08-02 05:26:18,316 - mmaction - INFO - Epoch [139][500/940] lr: 1.755e-01, eta: 1 day, 8:19:15, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6449, loss_cls: 2.7177, loss: 2.7177, grad_norm: 1.5187 2020-08-02 05:26:38,538 - mmaction - INFO - Epoch [139][520/940] lr: 1.755e-01, eta: 1 day, 8:18:53, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6291, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.5316 2020-08-02 05:26:58,841 - mmaction - INFO - Epoch [139][540/940] lr: 1.755e-01, eta: 1 day, 8:18:31, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6436, loss_cls: 2.7195, loss: 2.7195, grad_norm: 1.5172 2020-08-02 05:27:19,101 - mmaction - INFO - Epoch [139][560/940] lr: 1.755e-01, eta: 1 day, 8:18:09, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6279, loss_cls: 2.8036, loss: 2.8036, grad_norm: 1.5583 2020-08-02 05:27:39,857 - mmaction - INFO - Epoch [139][580/940] lr: 1.755e-01, eta: 1 day, 8:17:48, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6400, loss_cls: 2.7626, loss: 2.7626, grad_norm: 1.5262 2020-08-02 05:28:00,568 - mmaction - INFO - Epoch [139][600/940] lr: 1.755e-01, eta: 1 day, 8:17:26, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.3816, top5_acc: 0.6311, loss_cls: 2.7875, loss: 2.7875, grad_norm: 1.5580 2020-08-02 05:28:21,234 - mmaction - INFO - Epoch [139][620/940] lr: 1.755e-01, eta: 1 day, 8:17:05, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.3777, top5_acc: 0.6326, loss_cls: 2.7862, loss: 2.7862, grad_norm: 1.5422 2020-08-02 05:28:41,749 - mmaction - INFO - Epoch [139][640/940] lr: 1.755e-01, eta: 1 day, 8:16:43, time: 1.025, data_time: 0.010, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6338, loss_cls: 2.7830, loss: 2.7830, grad_norm: 1.5399 2020-08-02 05:29:02,075 - mmaction - INFO - Epoch [139][660/940] lr: 1.755e-01, eta: 1 day, 8:16:22, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.3803, top5_acc: 0.6338, loss_cls: 2.7956, loss: 2.7956, grad_norm: 1.4925 2020-08-02 05:29:22,276 - mmaction - INFO - Epoch [139][680/940] lr: 1.755e-01, eta: 1 day, 8:16:00, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6410, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.5165 2020-08-02 05:29:42,872 - mmaction - INFO - Epoch [139][700/940] lr: 1.755e-01, eta: 1 day, 8:15:38, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6328, loss_cls: 2.7972, loss: 2.7972, grad_norm: 1.5565 2020-08-02 05:30:03,220 - mmaction - INFO - Epoch [139][720/940] lr: 1.755e-01, eta: 1 day, 8:15:17, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.3908, top5_acc: 0.6355, loss_cls: 2.7399, loss: 2.7399, grad_norm: 1.4964 2020-08-02 05:30:23,275 - mmaction - INFO - Epoch [139][740/940] lr: 1.755e-01, eta: 1 day, 8:14:55, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.3875, top5_acc: 0.6393, loss_cls: 2.7768, loss: 2.7768, grad_norm: 1.5405 2020-08-02 05:30:43,892 - mmaction - INFO - Epoch [139][760/940] lr: 1.755e-01, eta: 1 day, 8:14:33, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.3875, top5_acc: 0.6387, loss_cls: 2.7640, loss: 2.7640, grad_norm: 1.4898 2020-08-02 05:31:04,290 - mmaction - INFO - Epoch [139][780/940] lr: 1.755e-01, eta: 1 day, 8:14:12, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6305, loss_cls: 2.7936, loss: 2.7936, grad_norm: 1.5230 2020-08-02 05:31:24,302 - mmaction - INFO - Epoch [139][800/940] lr: 1.755e-01, eta: 1 day, 8:13:50, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.3977, top5_acc: 0.6342, loss_cls: 2.7669, loss: 2.7669, grad_norm: 1.5254 2020-08-02 05:31:45,325 - mmaction - INFO - Epoch [139][820/940] lr: 1.755e-01, eta: 1 day, 8:13:29, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3920, top5_acc: 0.6307, loss_cls: 2.7679, loss: 2.7679, grad_norm: 1.5370 2020-08-02 05:32:05,542 - mmaction - INFO - Epoch [139][840/940] lr: 1.755e-01, eta: 1 day, 8:13:07, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6287, loss_cls: 2.8202, loss: 2.8202, grad_norm: 1.5405 2020-08-02 05:32:26,341 - mmaction - INFO - Epoch [139][860/940] lr: 1.755e-01, eta: 1 day, 8:12:46, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6383, loss_cls: 2.7743, loss: 2.7743, grad_norm: 1.5396 2020-08-02 05:32:47,033 - mmaction - INFO - Epoch [139][880/940] lr: 1.755e-01, eta: 1 day, 8:12:24, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3889, top5_acc: 0.6410, loss_cls: 2.7496, loss: 2.7496, grad_norm: 1.5119 2020-08-02 05:33:07,445 - mmaction - INFO - Epoch [139][900/940] lr: 1.755e-01, eta: 1 day, 8:12:02, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.3760, top5_acc: 0.6336, loss_cls: 2.8152, loss: 2.8152, grad_norm: 1.5385 2020-08-02 05:33:28,101 - mmaction - INFO - Epoch [139][920/940] lr: 1.755e-01, eta: 1 day, 8:11:41, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3779, top5_acc: 0.6387, loss_cls: 2.8033, loss: 2.8033, grad_norm: 1.5329 2020-08-02 05:33:47,088 - mmaction - INFO - Epoch [139][940/940] lr: 1.755e-01, eta: 1 day, 8:11:18, time: 0.946, data_time: 0.007, memory: 6199, top1_acc: 0.3839, top5_acc: 0.6406, loss_cls: 2.7599, loss: 2.7599, grad_norm: 1.5316 2020-08-02 05:34:17,348 - mmaction - INFO - Epoch [140][20/940] lr: 1.731e-01, eta: 1 day, 8:11:05, time: 1.499, data_time: 0.470, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6365, loss_cls: 2.7566, loss: 2.7566, grad_norm: 1.5307 2020-08-02 05:34:37,482 - mmaction - INFO - Epoch [140][40/940] lr: 1.731e-01, eta: 1 day, 8:10:43, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6422, loss_cls: 2.7529, loss: 2.7529, grad_norm: 1.5265 2020-08-02 05:34:57,554 - mmaction - INFO - Epoch [140][60/940] lr: 1.731e-01, eta: 1 day, 8:10:21, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.3840, top5_acc: 0.6408, loss_cls: 2.7682, loss: 2.7682, grad_norm: 1.5044 2020-08-02 05:35:17,270 - mmaction - INFO - Epoch [140][80/940] lr: 1.731e-01, eta: 1 day, 8:09:59, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.3885, top5_acc: 0.6414, loss_cls: 2.7555, loss: 2.7555, grad_norm: 1.5495 2020-08-02 05:35:38,606 - mmaction - INFO - Epoch [140][100/940] lr: 1.731e-01, eta: 1 day, 8:09:38, time: 1.067, data_time: 0.010, memory: 6199, top1_acc: 0.3883, top5_acc: 0.6393, loss_cls: 2.7595, loss: 2.7595, grad_norm: 1.5129 2020-08-02 05:35:58,519 - mmaction - INFO - Epoch [140][120/940] lr: 1.731e-01, eta: 1 day, 8:09:16, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6469, loss_cls: 2.7326, loss: 2.7326, grad_norm: 1.5433 2020-08-02 05:36:18,578 - mmaction - INFO - Epoch [140][140/940] lr: 1.731e-01, eta: 1 day, 8:08:54, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7173, loss: 2.7173, grad_norm: 1.5305 2020-08-02 05:36:39,519 - mmaction - INFO - Epoch [140][160/940] lr: 1.731e-01, eta: 1 day, 8:08:33, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6451, loss_cls: 2.7258, loss: 2.7258, grad_norm: 1.5353 2020-08-02 05:37:00,750 - mmaction - INFO - Epoch [140][180/940] lr: 1.731e-01, eta: 1 day, 8:08:12, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.3920, top5_acc: 0.6516, loss_cls: 2.7141, loss: 2.7141, grad_norm: 1.5724 2020-08-02 05:37:21,339 - mmaction - INFO - Epoch [140][200/940] lr: 1.731e-01, eta: 1 day, 8:07:50, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3818, top5_acc: 0.6449, loss_cls: 2.7363, loss: 2.7363, grad_norm: 1.5476 2020-08-02 05:37:42,283 - mmaction - INFO - Epoch [140][220/940] lr: 1.731e-01, eta: 1 day, 8:07:29, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.3787, top5_acc: 0.6348, loss_cls: 2.7843, loss: 2.7843, grad_norm: 1.5431 2020-08-02 05:38:04,009 - mmaction - INFO - Epoch [140][240/940] lr: 1.731e-01, eta: 1 day, 8:07:09, time: 1.085, data_time: 0.009, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6410, loss_cls: 2.7626, loss: 2.7626, grad_norm: 1.5617 2020-08-02 05:38:24,155 - mmaction - INFO - Epoch [140][260/940] lr: 1.731e-01, eta: 1 day, 8:06:47, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6381, loss_cls: 2.7606, loss: 2.7606, grad_norm: 1.5362 2020-08-02 05:38:45,051 - mmaction - INFO - Epoch [140][280/940] lr: 1.731e-01, eta: 1 day, 8:06:25, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.3926, top5_acc: 0.6447, loss_cls: 2.7397, loss: 2.7397, grad_norm: 1.5559 2020-08-02 05:39:06,431 - mmaction - INFO - Epoch [140][300/940] lr: 1.731e-01, eta: 1 day, 8:06:05, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6379, loss_cls: 2.7487, loss: 2.7487, grad_norm: 1.5195 2020-08-02 05:39:27,354 - mmaction - INFO - Epoch [140][320/940] lr: 1.731e-01, eta: 1 day, 8:05:43, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6342, loss_cls: 2.7805, loss: 2.7805, grad_norm: 1.5206 2020-08-02 05:39:49,288 - mmaction - INFO - Epoch [140][340/940] lr: 1.731e-01, eta: 1 day, 8:05:23, time: 1.098, data_time: 0.007, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6436, loss_cls: 2.7504, loss: 2.7504, grad_norm: 1.5226 2020-08-02 05:40:10,262 - mmaction - INFO - Epoch [140][360/940] lr: 1.731e-01, eta: 1 day, 8:05:02, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.3834, top5_acc: 0.6283, loss_cls: 2.8151, loss: 2.8151, grad_norm: 1.5326 2020-08-02 05:40:30,856 - mmaction - INFO - Epoch [140][380/940] lr: 1.731e-01, eta: 1 day, 8:04:40, time: 1.029, data_time: 0.003, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.7186, loss: 2.7186, grad_norm: 1.5095 2020-08-02 05:40:51,921 - mmaction - INFO - Epoch [140][400/940] lr: 1.731e-01, eta: 1 day, 8:04:19, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.3928, top5_acc: 0.6438, loss_cls: 2.7385, loss: 2.7385, grad_norm: 1.5433 2020-08-02 05:41:12,598 - mmaction - INFO - Epoch [140][420/940] lr: 1.731e-01, eta: 1 day, 8:03:58, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3891, top5_acc: 0.6398, loss_cls: 2.7793, loss: 2.7793, grad_norm: 1.5295 2020-08-02 05:41:33,948 - mmaction - INFO - Epoch [140][440/940] lr: 1.731e-01, eta: 1 day, 8:03:37, time: 1.065, data_time: 0.006, memory: 6199, top1_acc: 0.3926, top5_acc: 0.6404, loss_cls: 2.7341, loss: 2.7341, grad_norm: 1.5255 2020-08-02 05:41:55,635 - mmaction - INFO - Epoch [140][460/940] lr: 1.731e-01, eta: 1 day, 8:03:17, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6387, loss_cls: 2.7770, loss: 2.7770, grad_norm: 1.5338 2020-08-02 05:42:16,687 - mmaction - INFO - Epoch [140][480/940] lr: 1.731e-01, eta: 1 day, 8:02:55, time: 1.052, data_time: 0.010, memory: 6199, top1_acc: 0.3926, top5_acc: 0.6432, loss_cls: 2.7419, loss: 2.7419, grad_norm: 1.5205 2020-08-02 05:42:37,765 - mmaction - INFO - Epoch [140][500/940] lr: 1.731e-01, eta: 1 day, 8:02:34, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6309, loss_cls: 2.7709, loss: 2.7709, grad_norm: 1.5225 2020-08-02 05:42:58,719 - mmaction - INFO - Epoch [140][520/940] lr: 1.731e-01, eta: 1 day, 8:02:13, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6361, loss_cls: 2.7840, loss: 2.7840, grad_norm: 1.5500 2020-08-02 05:43:19,565 - mmaction - INFO - Epoch [140][540/940] lr: 1.731e-01, eta: 1 day, 8:01:52, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6330, loss_cls: 2.7696, loss: 2.7696, grad_norm: 1.5307 2020-08-02 05:43:40,953 - mmaction - INFO - Epoch [140][560/940] lr: 1.731e-01, eta: 1 day, 8:01:31, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3898, top5_acc: 0.6488, loss_cls: 2.7236, loss: 2.7236, grad_norm: 1.5232 2020-08-02 05:44:01,000 - mmaction - INFO - Epoch [140][580/940] lr: 1.731e-01, eta: 1 day, 8:01:09, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6334, loss_cls: 2.7596, loss: 2.7596, grad_norm: 1.5334 2020-08-02 05:44:21,862 - mmaction - INFO - Epoch [140][600/940] lr: 1.731e-01, eta: 1 day, 8:00:48, time: 1.043, data_time: 0.004, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6406, loss_cls: 2.7396, loss: 2.7396, grad_norm: 1.5172 2020-08-02 05:44:41,994 - mmaction - INFO - Epoch [140][620/940] lr: 1.731e-01, eta: 1 day, 8:00:26, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6475, loss_cls: 2.7175, loss: 2.7175, grad_norm: 1.5174 2020-08-02 05:45:03,171 - mmaction - INFO - Epoch [140][640/940] lr: 1.731e-01, eta: 1 day, 8:00:05, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6396, loss_cls: 2.7564, loss: 2.7564, grad_norm: 1.5654 2020-08-02 05:45:23,358 - mmaction - INFO - Epoch [140][660/940] lr: 1.731e-01, eta: 1 day, 7:59:43, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.3814, top5_acc: 0.6369, loss_cls: 2.7734, loss: 2.7734, grad_norm: 1.5600 2020-08-02 05:45:44,951 - mmaction - INFO - Epoch [140][680/940] lr: 1.731e-01, eta: 1 day, 7:59:23, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3725, top5_acc: 0.6281, loss_cls: 2.8195, loss: 2.8195, grad_norm: 1.5766 2020-08-02 05:46:04,808 - mmaction - INFO - Epoch [140][700/940] lr: 1.731e-01, eta: 1 day, 7:59:01, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.3740, top5_acc: 0.6361, loss_cls: 2.7926, loss: 2.7926, grad_norm: 1.5352 2020-08-02 05:46:25,337 - mmaction - INFO - Epoch [140][720/940] lr: 1.731e-01, eta: 1 day, 7:58:39, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3916, top5_acc: 0.6438, loss_cls: 2.7541, loss: 2.7541, grad_norm: 1.5296 2020-08-02 05:46:45,634 - mmaction - INFO - Epoch [140][740/940] lr: 1.731e-01, eta: 1 day, 7:58:17, time: 1.013, data_time: 0.010, memory: 6199, top1_acc: 0.3830, top5_acc: 0.6396, loss_cls: 2.7518, loss: 2.7518, grad_norm: 1.5008 2020-08-02 05:47:07,433 - mmaction - INFO - Epoch [140][760/940] lr: 1.731e-01, eta: 1 day, 7:57:57, time: 1.095, data_time: 0.008, memory: 6199, top1_acc: 0.3871, top5_acc: 0.6334, loss_cls: 2.7661, loss: 2.7661, grad_norm: 1.5408 2020-08-02 05:47:28,680 - mmaction - INFO - Epoch [140][780/940] lr: 1.731e-01, eta: 1 day, 7:57:36, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6402, loss_cls: 2.7958, loss: 2.7958, grad_norm: 1.5477 2020-08-02 05:47:48,703 - mmaction - INFO - Epoch [140][800/940] lr: 1.731e-01, eta: 1 day, 7:57:14, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6463, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.5146 2020-08-02 05:48:09,429 - mmaction - INFO - Epoch [140][820/940] lr: 1.731e-01, eta: 1 day, 7:56:53, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6344, loss_cls: 2.7870, loss: 2.7870, grad_norm: 1.5323 2020-08-02 05:48:30,681 - mmaction - INFO - Epoch [140][840/940] lr: 1.731e-01, eta: 1 day, 7:56:32, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6340, loss_cls: 2.7981, loss: 2.7981, grad_norm: 1.5395 2020-08-02 05:48:51,738 - mmaction - INFO - Epoch [140][860/940] lr: 1.731e-01, eta: 1 day, 7:56:11, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3809, top5_acc: 0.6268, loss_cls: 2.8018, loss: 2.8018, grad_norm: 1.5425 2020-08-02 05:49:13,292 - mmaction - INFO - Epoch [140][880/940] lr: 1.731e-01, eta: 1 day, 7:55:50, time: 1.077, data_time: 0.004, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6322, loss_cls: 2.7807, loss: 2.7807, grad_norm: 1.5134 2020-08-02 05:49:33,003 - mmaction - INFO - Epoch [140][900/940] lr: 1.731e-01, eta: 1 day, 7:55:28, time: 0.985, data_time: 0.004, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6408, loss_cls: 2.7624, loss: 2.7624, grad_norm: 1.5305 2020-08-02 05:49:53,723 - mmaction - INFO - Epoch [140][920/940] lr: 1.731e-01, eta: 1 day, 7:55:06, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6336, loss_cls: 2.7865, loss: 2.7865, grad_norm: 1.5475 2020-08-02 05:50:14,697 - mmaction - INFO - Epoch [140][940/940] lr: 1.731e-01, eta: 1 day, 7:54:45, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.3878, top5_acc: 0.6410, loss_cls: 2.7906, loss: 2.7906, grad_norm: 1.5904 2020-08-02 05:50:15,069 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-08-02 05:50:45,938 - mmaction - INFO - Epoch [141][20/940] lr: 1.707e-01, eta: 1 day, 7:54:32, time: 1.501, data_time: 0.486, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6488, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.5130 2020-08-02 05:51:06,775 - mmaction - INFO - Epoch [141][40/940] lr: 1.707e-01, eta: 1 day, 7:54:10, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7441, loss: 2.7441, grad_norm: 1.5403 2020-08-02 05:51:26,546 - mmaction - INFO - Epoch [141][60/940] lr: 1.707e-01, eta: 1 day, 7:53:48, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6461, loss_cls: 2.7163, loss: 2.7163, grad_norm: 1.5370 2020-08-02 05:51:46,509 - mmaction - INFO - Epoch [141][80/940] lr: 1.707e-01, eta: 1 day, 7:53:26, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6408, loss_cls: 2.7334, loss: 2.7334, grad_norm: 1.5348 2020-08-02 05:52:08,289 - mmaction - INFO - Epoch [141][100/940] lr: 1.707e-01, eta: 1 day, 7:53:06, time: 1.088, data_time: 0.004, memory: 6199, top1_acc: 0.4029, top5_acc: 0.6430, loss_cls: 2.7351, loss: 2.7351, grad_norm: 1.5143 2020-08-02 05:52:29,424 - mmaction - INFO - Epoch [141][120/940] lr: 1.707e-01, eta: 1 day, 7:52:45, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6381, loss_cls: 2.7429, loss: 2.7429, grad_norm: 1.5563 2020-08-02 05:52:50,607 - mmaction - INFO - Epoch [141][140/940] lr: 1.707e-01, eta: 1 day, 7:52:24, time: 1.059, data_time: 0.009, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6324, loss_cls: 2.7826, loss: 2.7826, grad_norm: 1.5257 2020-08-02 05:53:10,898 - mmaction - INFO - Epoch [141][160/940] lr: 1.707e-01, eta: 1 day, 7:52:02, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.3824, top5_acc: 0.6344, loss_cls: 2.7731, loss: 2.7731, grad_norm: 1.5538 2020-08-02 05:53:32,581 - mmaction - INFO - Epoch [141][180/940] lr: 1.707e-01, eta: 1 day, 7:51:41, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6432, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.5317 2020-08-02 05:53:53,662 - mmaction - INFO - Epoch [141][200/940] lr: 1.707e-01, eta: 1 day, 7:51:20, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6387, loss_cls: 2.7282, loss: 2.7282, grad_norm: 1.5565 2020-08-02 05:54:14,533 - mmaction - INFO - Epoch [141][220/940] lr: 1.707e-01, eta: 1 day, 7:50:59, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6439, loss_cls: 2.7508, loss: 2.7508, grad_norm: 1.5502 2020-08-02 05:54:34,639 - mmaction - INFO - Epoch [141][240/940] lr: 1.707e-01, eta: 1 day, 7:50:37, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6334, loss_cls: 2.7881, loss: 2.7881, grad_norm: 1.5218 2020-08-02 05:54:56,213 - mmaction - INFO - Epoch [141][260/940] lr: 1.707e-01, eta: 1 day, 7:50:17, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.3883, top5_acc: 0.6344, loss_cls: 2.7739, loss: 2.7739, grad_norm: 1.5199 2020-08-02 05:55:17,266 - mmaction - INFO - Epoch [141][280/940] lr: 1.707e-01, eta: 1 day, 7:49:55, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.3967, top5_acc: 0.6467, loss_cls: 2.7345, loss: 2.7345, grad_norm: 1.5343 2020-08-02 05:55:37,796 - mmaction - INFO - Epoch [141][300/940] lr: 1.707e-01, eta: 1 day, 7:49:34, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3910, top5_acc: 0.6432, loss_cls: 2.7440, loss: 2.7440, grad_norm: 1.5421 2020-08-02 05:55:59,388 - mmaction - INFO - Epoch [141][320/940] lr: 1.707e-01, eta: 1 day, 7:49:13, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6962, loss: 2.6962, grad_norm: 1.5359 2020-08-02 05:56:20,246 - mmaction - INFO - Epoch [141][340/940] lr: 1.707e-01, eta: 1 day, 7:48:52, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.3900, top5_acc: 0.6486, loss_cls: 2.7187, loss: 2.7187, grad_norm: 1.5444 2020-08-02 05:56:41,228 - mmaction - INFO - Epoch [141][360/940] lr: 1.707e-01, eta: 1 day, 7:48:31, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.3820, top5_acc: 0.6422, loss_cls: 2.7723, loss: 2.7723, grad_norm: 1.5589 2020-08-02 05:57:01,499 - mmaction - INFO - Epoch [141][380/940] lr: 1.707e-01, eta: 1 day, 7:48:09, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6385, loss_cls: 2.7712, loss: 2.7712, grad_norm: 1.5708 2020-08-02 05:57:22,209 - mmaction - INFO - Epoch [141][400/940] lr: 1.707e-01, eta: 1 day, 7:47:48, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6332, loss_cls: 2.7689, loss: 2.7689, grad_norm: 1.5499 2020-08-02 05:57:43,521 - mmaction - INFO - Epoch [141][420/940] lr: 1.707e-01, eta: 1 day, 7:47:27, time: 1.067, data_time: 0.004, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6420, loss_cls: 2.7318, loss: 2.7318, grad_norm: 1.5217 2020-08-02 05:58:04,501 - mmaction - INFO - Epoch [141][440/940] lr: 1.707e-01, eta: 1 day, 7:47:06, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6416, loss_cls: 2.7322, loss: 2.7322, grad_norm: 1.5279 2020-08-02 05:58:25,596 - mmaction - INFO - Epoch [141][460/940] lr: 1.707e-01, eta: 1 day, 7:46:45, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6369, loss_cls: 2.7441, loss: 2.7441, grad_norm: 1.5541 2020-08-02 05:58:46,844 - mmaction - INFO - Epoch [141][480/940] lr: 1.707e-01, eta: 1 day, 7:46:24, time: 1.062, data_time: 0.009, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6324, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.5413 2020-08-02 05:59:07,498 - mmaction - INFO - Epoch [141][500/940] lr: 1.707e-01, eta: 1 day, 7:46:02, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6377, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.5168 2020-08-02 05:59:28,415 - mmaction - INFO - Epoch [141][520/940] lr: 1.707e-01, eta: 1 day, 7:45:41, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.3943, top5_acc: 0.6348, loss_cls: 2.7474, loss: 2.7474, grad_norm: 1.5381 2020-08-02 05:59:48,922 - mmaction - INFO - Epoch [141][540/940] lr: 1.707e-01, eta: 1 day, 7:45:20, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6369, loss_cls: 2.7751, loss: 2.7751, grad_norm: 1.5361 2020-08-02 06:00:14,787 - mmaction - INFO - Epoch [141][560/940] lr: 1.707e-01, eta: 1 day, 7:45:02, time: 1.282, data_time: 0.009, memory: 6199, top1_acc: 0.3814, top5_acc: 0.6326, loss_cls: 2.7988, loss: 2.7988, grad_norm: 1.5650 2020-08-02 06:00:35,291 - mmaction - INFO - Epoch [141][580/940] lr: 1.707e-01, eta: 1 day, 7:44:41, time: 1.036, data_time: 0.021, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6385, loss_cls: 2.7600, loss: 2.7600, grad_norm: 1.5496 2020-08-02 06:00:56,292 - mmaction - INFO - Epoch [141][600/940] lr: 1.707e-01, eta: 1 day, 7:44:20, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.3777, top5_acc: 0.6449, loss_cls: 2.7688, loss: 2.7688, grad_norm: 1.5625 2020-08-02 06:01:16,695 - mmaction - INFO - Epoch [141][620/940] lr: 1.707e-01, eta: 1 day, 7:43:58, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3869, top5_acc: 0.6395, loss_cls: 2.7809, loss: 2.7809, grad_norm: 1.5274 2020-08-02 06:01:38,090 - mmaction - INFO - Epoch [141][640/940] lr: 1.707e-01, eta: 1 day, 7:43:37, time: 1.071, data_time: 0.004, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6414, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.5189 2020-08-02 06:01:59,059 - mmaction - INFO - Epoch [141][660/940] lr: 1.707e-01, eta: 1 day, 7:43:16, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.4033, top5_acc: 0.6412, loss_cls: 2.7165, loss: 2.7165, grad_norm: 1.5285 2020-08-02 06:02:19,893 - mmaction - INFO - Epoch [141][680/940] lr: 1.707e-01, eta: 1 day, 7:42:55, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6371, loss_cls: 2.7770, loss: 2.7770, grad_norm: 1.5698 2020-08-02 06:02:40,469 - mmaction - INFO - Epoch [141][700/940] lr: 1.707e-01, eta: 1 day, 7:42:33, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3834, top5_acc: 0.6311, loss_cls: 2.7741, loss: 2.7741, grad_norm: 1.5274 2020-08-02 06:03:01,892 - mmaction - INFO - Epoch [141][720/940] lr: 1.707e-01, eta: 1 day, 7:42:13, time: 1.073, data_time: 0.012, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6412, loss_cls: 2.7695, loss: 2.7695, grad_norm: 1.5268 2020-08-02 06:03:22,294 - mmaction - INFO - Epoch [141][740/940] lr: 1.707e-01, eta: 1 day, 7:41:51, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6352, loss_cls: 2.7714, loss: 2.7714, grad_norm: 1.5426 2020-08-02 06:03:43,008 - mmaction - INFO - Epoch [141][760/940] lr: 1.707e-01, eta: 1 day, 7:41:30, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6344, loss_cls: 2.7597, loss: 2.7597, grad_norm: 1.5787 2020-08-02 06:04:04,620 - mmaction - INFO - Epoch [141][780/940] lr: 1.707e-01, eta: 1 day, 7:41:09, time: 1.078, data_time: 0.004, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6291, loss_cls: 2.8043, loss: 2.8043, grad_norm: 1.5775 2020-08-02 06:04:24,927 - mmaction - INFO - Epoch [141][800/940] lr: 1.707e-01, eta: 1 day, 7:40:47, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.3889, top5_acc: 0.6314, loss_cls: 2.7911, loss: 2.7911, grad_norm: 1.5589 2020-08-02 06:04:44,961 - mmaction - INFO - Epoch [141][820/940] lr: 1.707e-01, eta: 1 day, 7:40:25, time: 1.002, data_time: 0.010, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6316, loss_cls: 2.7572, loss: 2.7572, grad_norm: 1.5663 2020-08-02 06:05:05,607 - mmaction - INFO - Epoch [141][840/940] lr: 1.707e-01, eta: 1 day, 7:40:04, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6551, loss_cls: 2.7022, loss: 2.7022, grad_norm: 1.5607 2020-08-02 06:05:26,247 - mmaction - INFO - Epoch [141][860/940] lr: 1.707e-01, eta: 1 day, 7:39:43, time: 1.034, data_time: 0.004, memory: 6199, top1_acc: 0.3908, top5_acc: 0.6416, loss_cls: 2.7554, loss: 2.7554, grad_norm: 1.5497 2020-08-02 06:05:47,558 - mmaction - INFO - Epoch [141][880/940] lr: 1.707e-01, eta: 1 day, 7:39:22, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.3891, top5_acc: 0.6318, loss_cls: 2.7799, loss: 2.7799, grad_norm: 1.5536 2020-08-02 06:06:08,311 - mmaction - INFO - Epoch [141][900/940] lr: 1.707e-01, eta: 1 day, 7:39:00, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.8052, loss: 2.8052, grad_norm: 1.5485 2020-08-02 06:06:30,081 - mmaction - INFO - Epoch [141][920/940] lr: 1.707e-01, eta: 1 day, 7:38:40, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.3957, top5_acc: 0.6477, loss_cls: 2.7378, loss: 2.7378, grad_norm: 1.5013 2020-08-02 06:06:49,641 - mmaction - INFO - Epoch [141][940/940] lr: 1.707e-01, eta: 1 day, 7:38:18, time: 0.979, data_time: 0.003, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6400, loss_cls: 2.7598, loss: 2.7598, grad_norm: 1.5400 2020-08-02 06:07:22,039 - mmaction - INFO - Epoch [142][20/940] lr: 1.682e-01, eta: 1 day, 7:38:05, time: 1.590, data_time: 0.593, memory: 6199, top1_acc: 0.4029, top5_acc: 0.6482, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.5484 2020-08-02 06:07:42,660 - mmaction - INFO - Epoch [142][40/940] lr: 1.682e-01, eta: 1 day, 7:37:44, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3896, top5_acc: 0.6502, loss_cls: 2.7146, loss: 2.7146, grad_norm: 1.5413 2020-08-02 06:08:03,753 - mmaction - INFO - Epoch [142][60/940] lr: 1.682e-01, eta: 1 day, 7:37:23, time: 1.055, data_time: 0.003, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6410, loss_cls: 2.7555, loss: 2.7555, grad_norm: 1.5322 2020-08-02 06:08:23,893 - mmaction - INFO - Epoch [142][80/940] lr: 1.682e-01, eta: 1 day, 7:37:01, time: 1.005, data_time: 0.004, memory: 6199, top1_acc: 0.3900, top5_acc: 0.6371, loss_cls: 2.7655, loss: 2.7655, grad_norm: 1.5500 2020-08-02 06:08:45,013 - mmaction - INFO - Epoch [142][100/940] lr: 1.682e-01, eta: 1 day, 7:36:40, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6537, loss_cls: 2.6904, loss: 2.6904, grad_norm: 1.5641 2020-08-02 06:09:05,883 - mmaction - INFO - Epoch [142][120/940] lr: 1.682e-01, eta: 1 day, 7:36:19, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.3854, top5_acc: 0.6383, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.5595 2020-08-02 06:09:27,160 - mmaction - INFO - Epoch [142][140/940] lr: 1.682e-01, eta: 1 day, 7:35:58, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6506, loss_cls: 2.7002, loss: 2.7002, grad_norm: 1.5640 2020-08-02 06:09:48,418 - mmaction - INFO - Epoch [142][160/940] lr: 1.682e-01, eta: 1 day, 7:35:37, time: 1.066, data_time: 0.005, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6369, loss_cls: 2.7728, loss: 2.7728, grad_norm: 1.5508 2020-08-02 06:10:08,910 - mmaction - INFO - Epoch [142][180/940] lr: 1.682e-01, eta: 1 day, 7:35:15, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6469, loss_cls: 2.7620, loss: 2.7620, grad_norm: 1.5486 2020-08-02 06:10:29,528 - mmaction - INFO - Epoch [142][200/940] lr: 1.682e-01, eta: 1 day, 7:34:54, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6330, loss_cls: 2.7519, loss: 2.7519, grad_norm: 1.5654 2020-08-02 06:10:50,287 - mmaction - INFO - Epoch [142][220/940] lr: 1.682e-01, eta: 1 day, 7:34:32, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.3949, top5_acc: 0.6422, loss_cls: 2.7478, loss: 2.7478, grad_norm: 1.5527 2020-08-02 06:11:10,782 - mmaction - INFO - Epoch [142][240/940] lr: 1.682e-01, eta: 1 day, 7:34:11, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3896, top5_acc: 0.6363, loss_cls: 2.7622, loss: 2.7622, grad_norm: 1.5378 2020-08-02 06:11:31,039 - mmaction - INFO - Epoch [142][260/940] lr: 1.682e-01, eta: 1 day, 7:33:49, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6426, loss_cls: 2.7405, loss: 2.7405, grad_norm: 1.5320 2020-08-02 06:11:51,592 - mmaction - INFO - Epoch [142][280/940] lr: 1.682e-01, eta: 1 day, 7:33:28, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4076, top5_acc: 0.6547, loss_cls: 2.6705, loss: 2.6705, grad_norm: 1.5477 2020-08-02 06:12:12,218 - mmaction - INFO - Epoch [142][300/940] lr: 1.682e-01, eta: 1 day, 7:33:06, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.3916, top5_acc: 0.6449, loss_cls: 2.7251, loss: 2.7251, grad_norm: 1.5444 2020-08-02 06:12:33,161 - mmaction - INFO - Epoch [142][320/940] lr: 1.682e-01, eta: 1 day, 7:32:45, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6439, loss_cls: 2.7254, loss: 2.7254, grad_norm: 1.5450 2020-08-02 06:12:53,947 - mmaction - INFO - Epoch [142][340/940] lr: 1.682e-01, eta: 1 day, 7:32:24, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6371, loss_cls: 2.7715, loss: 2.7715, grad_norm: 1.5745 2020-08-02 06:13:15,676 - mmaction - INFO - Epoch [142][360/940] lr: 1.682e-01, eta: 1 day, 7:32:03, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3885, top5_acc: 0.6414, loss_cls: 2.7590, loss: 2.7590, grad_norm: 1.5841 2020-08-02 06:13:37,007 - mmaction - INFO - Epoch [142][380/940] lr: 1.682e-01, eta: 1 day, 7:31:42, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6428, loss_cls: 2.7163, loss: 2.7163, grad_norm: 1.5331 2020-08-02 06:13:57,499 - mmaction - INFO - Epoch [142][400/940] lr: 1.682e-01, eta: 1 day, 7:31:21, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6385, loss_cls: 2.7401, loss: 2.7401, grad_norm: 1.5519 2020-08-02 06:14:18,731 - mmaction - INFO - Epoch [142][420/940] lr: 1.682e-01, eta: 1 day, 7:31:00, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6354, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.5670 2020-08-02 06:14:39,273 - mmaction - INFO - Epoch [142][440/940] lr: 1.682e-01, eta: 1 day, 7:30:38, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3875, top5_acc: 0.6346, loss_cls: 2.7898, loss: 2.7898, grad_norm: 1.5694 2020-08-02 06:14:59,887 - mmaction - INFO - Epoch [142][460/940] lr: 1.682e-01, eta: 1 day, 7:30:17, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3826, top5_acc: 0.6322, loss_cls: 2.8129, loss: 2.8129, grad_norm: 1.5507 2020-08-02 06:15:20,748 - mmaction - INFO - Epoch [142][480/940] lr: 1.682e-01, eta: 1 day, 7:29:56, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6463, loss_cls: 2.7263, loss: 2.7263, grad_norm: 1.5181 2020-08-02 06:15:42,394 - mmaction - INFO - Epoch [142][500/940] lr: 1.682e-01, eta: 1 day, 7:29:35, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6441, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.5462 2020-08-02 06:16:02,987 - mmaction - INFO - Epoch [142][520/940] lr: 1.682e-01, eta: 1 day, 7:29:14, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6379, loss_cls: 2.7634, loss: 2.7634, grad_norm: 1.5592 2020-08-02 06:16:23,388 - mmaction - INFO - Epoch [142][540/940] lr: 1.682e-01, eta: 1 day, 7:28:52, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6389, loss_cls: 2.7629, loss: 2.7629, grad_norm: 1.5434 2020-08-02 06:16:44,761 - mmaction - INFO - Epoch [142][560/940] lr: 1.682e-01, eta: 1 day, 7:28:31, time: 1.069, data_time: 0.003, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6355, loss_cls: 2.7686, loss: 2.7686, grad_norm: 1.5562 2020-08-02 06:17:05,794 - mmaction - INFO - Epoch [142][580/940] lr: 1.682e-01, eta: 1 day, 7:28:10, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6322, loss_cls: 2.7899, loss: 2.7899, grad_norm: 1.5217 2020-08-02 06:17:26,465 - mmaction - INFO - Epoch [142][600/940] lr: 1.682e-01, eta: 1 day, 7:27:49, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6377, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.5632 2020-08-02 06:17:47,543 - mmaction - INFO - Epoch [142][620/940] lr: 1.682e-01, eta: 1 day, 7:27:28, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.3896, top5_acc: 0.6363, loss_cls: 2.7700, loss: 2.7700, grad_norm: 1.5655 2020-08-02 06:18:07,693 - mmaction - INFO - Epoch [142][640/940] lr: 1.682e-01, eta: 1 day, 7:27:06, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6447, loss_cls: 2.7296, loss: 2.7296, grad_norm: 1.5688 2020-08-02 06:18:28,693 - mmaction - INFO - Epoch [142][660/940] lr: 1.682e-01, eta: 1 day, 7:26:45, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6506, loss_cls: 2.7110, loss: 2.7110, grad_norm: 1.5545 2020-08-02 06:18:49,642 - mmaction - INFO - Epoch [142][680/940] lr: 1.682e-01, eta: 1 day, 7:26:23, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4072, top5_acc: 0.6504, loss_cls: 2.6900, loss: 2.6900, grad_norm: 1.5042 2020-08-02 06:19:09,975 - mmaction - INFO - Epoch [142][700/940] lr: 1.682e-01, eta: 1 day, 7:26:02, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6412, loss_cls: 2.7250, loss: 2.7250, grad_norm: 1.5454 2020-08-02 06:19:30,570 - mmaction - INFO - Epoch [142][720/940] lr: 1.682e-01, eta: 1 day, 7:25:40, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.3857, top5_acc: 0.6328, loss_cls: 2.7583, loss: 2.7583, grad_norm: 1.5406 2020-08-02 06:19:52,163 - mmaction - INFO - Epoch [142][740/940] lr: 1.682e-01, eta: 1 day, 7:25:20, time: 1.079, data_time: 0.004, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6408, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.5851 2020-08-02 06:20:12,410 - mmaction - INFO - Epoch [142][760/940] lr: 1.682e-01, eta: 1 day, 7:24:58, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.3814, top5_acc: 0.6354, loss_cls: 2.8032, loss: 2.8032, grad_norm: 1.5468 2020-08-02 06:20:33,836 - mmaction - INFO - Epoch [142][780/940] lr: 1.682e-01, eta: 1 day, 7:24:37, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6570, loss_cls: 2.6763, loss: 2.6763, grad_norm: 1.4958 2020-08-02 06:20:55,408 - mmaction - INFO - Epoch [142][800/940] lr: 1.682e-01, eta: 1 day, 7:24:17, time: 1.082, data_time: 0.010, memory: 6199, top1_acc: 0.3762, top5_acc: 0.6369, loss_cls: 2.7813, loss: 2.7813, grad_norm: 1.5736 2020-08-02 06:21:15,708 - mmaction - INFO - Epoch [142][820/940] lr: 1.682e-01, eta: 1 day, 7:23:55, time: 1.014, data_time: 0.003, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6395, loss_cls: 2.7564, loss: 2.7564, grad_norm: 1.5480 2020-08-02 06:21:36,754 - mmaction - INFO - Epoch [142][840/940] lr: 1.682e-01, eta: 1 day, 7:23:34, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3871, top5_acc: 0.6387, loss_cls: 2.7457, loss: 2.7457, grad_norm: 1.5479 2020-08-02 06:21:57,141 - mmaction - INFO - Epoch [142][860/940] lr: 1.682e-01, eta: 1 day, 7:23:12, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.5922 2020-08-02 06:22:18,289 - mmaction - INFO - Epoch [142][880/940] lr: 1.682e-01, eta: 1 day, 7:22:51, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6502, loss_cls: 2.7100, loss: 2.7100, grad_norm: 1.5592 2020-08-02 06:22:39,081 - mmaction - INFO - Epoch [142][900/940] lr: 1.682e-01, eta: 1 day, 7:22:30, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3844, top5_acc: 0.6410, loss_cls: 2.7573, loss: 2.7573, grad_norm: 1.5725 2020-08-02 06:23:00,547 - mmaction - INFO - Epoch [142][920/940] lr: 1.682e-01, eta: 1 day, 7:22:09, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6377, loss_cls: 2.7602, loss: 2.7602, grad_norm: 1.5606 2020-08-02 06:23:20,210 - mmaction - INFO - Epoch [142][940/940] lr: 1.682e-01, eta: 1 day, 7:21:47, time: 0.981, data_time: 0.007, memory: 6199, top1_acc: 0.3679, top5_acc: 0.6173, loss_cls: 2.8540, loss: 2.8540, grad_norm: 1.5658 2020-08-02 06:23:50,503 - mmaction - INFO - Epoch [143][20/940] lr: 1.658e-01, eta: 1 day, 7:21:33, time: 1.499, data_time: 0.502, memory: 6199, top1_acc: 0.3947, top5_acc: 0.6426, loss_cls: 2.7135, loss: 2.7135, grad_norm: 1.5455 2020-08-02 06:24:10,219 - mmaction - INFO - Epoch [143][40/940] lr: 1.658e-01, eta: 1 day, 7:21:11, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.4014, top5_acc: 0.6496, loss_cls: 2.7253, loss: 2.7253, grad_norm: 1.5515 2020-08-02 06:24:31,510 - mmaction - INFO - Epoch [143][60/940] lr: 1.658e-01, eta: 1 day, 7:20:50, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6498, loss_cls: 2.7021, loss: 2.7021, grad_norm: 1.5567 2020-08-02 06:24:52,087 - mmaction - INFO - Epoch [143][80/940] lr: 1.658e-01, eta: 1 day, 7:20:28, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6482, loss_cls: 2.6939, loss: 2.6939, grad_norm: 1.5259 2020-08-02 06:25:13,666 - mmaction - INFO - Epoch [143][100/940] lr: 1.658e-01, eta: 1 day, 7:20:08, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6449, loss_cls: 2.7119, loss: 2.7119, grad_norm: 1.5602 2020-08-02 06:25:34,692 - mmaction - INFO - Epoch [143][120/940] lr: 1.658e-01, eta: 1 day, 7:19:47, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3932, top5_acc: 0.6391, loss_cls: 2.7266, loss: 2.7266, grad_norm: 1.5625 2020-08-02 06:25:56,134 - mmaction - INFO - Epoch [143][140/940] lr: 1.658e-01, eta: 1 day, 7:19:26, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3861, top5_acc: 0.6480, loss_cls: 2.7814, loss: 2.7814, grad_norm: 1.5531 2020-08-02 06:26:15,890 - mmaction - INFO - Epoch [143][160/940] lr: 1.658e-01, eta: 1 day, 7:19:04, time: 0.988, data_time: 0.009, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6508, loss_cls: 2.6865, loss: 2.6865, grad_norm: 1.5537 2020-08-02 06:26:36,701 - mmaction - INFO - Epoch [143][180/940] lr: 1.658e-01, eta: 1 day, 7:18:42, time: 1.044, data_time: 0.011, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6387, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.5550 2020-08-02 06:26:57,436 - mmaction - INFO - Epoch [143][200/940] lr: 1.658e-01, eta: 1 day, 7:18:21, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6566, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.5619 2020-08-02 06:27:17,871 - mmaction - INFO - Epoch [143][220/940] lr: 1.658e-01, eta: 1 day, 7:17:59, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.7627, loss: 2.7627, grad_norm: 1.5645 2020-08-02 06:27:39,167 - mmaction - INFO - Epoch [143][240/940] lr: 1.658e-01, eta: 1 day, 7:17:39, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.4016, top5_acc: 0.6498, loss_cls: 2.7200, loss: 2.7200, grad_norm: 1.5698 2020-08-02 06:28:00,005 - mmaction - INFO - Epoch [143][260/940] lr: 1.658e-01, eta: 1 day, 7:17:17, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3949, top5_acc: 0.6482, loss_cls: 2.7066, loss: 2.7066, grad_norm: 1.5414 2020-08-02 06:28:21,730 - mmaction - INFO - Epoch [143][280/940] lr: 1.658e-01, eta: 1 day, 7:16:57, time: 1.088, data_time: 0.004, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6389, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.5632 2020-08-02 06:28:42,676 - mmaction - INFO - Epoch [143][300/940] lr: 1.658e-01, eta: 1 day, 7:16:36, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6369, loss_cls: 2.7615, loss: 2.7615, grad_norm: 1.5672 2020-08-02 06:29:02,439 - mmaction - INFO - Epoch [143][320/940] lr: 1.658e-01, eta: 1 day, 7:16:13, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6387, loss_cls: 2.7204, loss: 2.7204, grad_norm: 1.5241 2020-08-02 06:29:23,437 - mmaction - INFO - Epoch [143][340/940] lr: 1.658e-01, eta: 1 day, 7:15:52, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.4010, top5_acc: 0.6439, loss_cls: 2.7142, loss: 2.7142, grad_norm: 1.5533 2020-08-02 06:29:43,799 - mmaction - INFO - Epoch [143][360/940] lr: 1.658e-01, eta: 1 day, 7:15:31, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3971, top5_acc: 0.6492, loss_cls: 2.6954, loss: 2.6954, grad_norm: 1.5719 2020-08-02 06:30:05,079 - mmaction - INFO - Epoch [143][380/940] lr: 1.658e-01, eta: 1 day, 7:15:10, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3988, top5_acc: 0.6533, loss_cls: 2.6963, loss: 2.6963, grad_norm: 1.5284 2020-08-02 06:30:26,203 - mmaction - INFO - Epoch [143][400/940] lr: 1.658e-01, eta: 1 day, 7:14:49, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6412, loss_cls: 2.7330, loss: 2.7330, grad_norm: 1.5515 2020-08-02 06:30:48,001 - mmaction - INFO - Epoch [143][420/940] lr: 1.658e-01, eta: 1 day, 7:14:28, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6471, loss_cls: 2.7294, loss: 2.7294, grad_norm: 1.5739 2020-08-02 06:31:08,426 - mmaction - INFO - Epoch [143][440/940] lr: 1.658e-01, eta: 1 day, 7:14:07, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6473, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.5688 2020-08-02 06:31:29,523 - mmaction - INFO - Epoch [143][460/940] lr: 1.658e-01, eta: 1 day, 7:13:46, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6410, loss_cls: 2.7505, loss: 2.7505, grad_norm: 1.5818 2020-08-02 06:31:50,729 - mmaction - INFO - Epoch [143][480/940] lr: 1.658e-01, eta: 1 day, 7:13:25, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6381, loss_cls: 2.7973, loss: 2.7973, grad_norm: 1.5546 2020-08-02 06:32:11,758 - mmaction - INFO - Epoch [143][500/940] lr: 1.658e-01, eta: 1 day, 7:13:03, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.4188, top5_acc: 0.6637, loss_cls: 2.6310, loss: 2.6310, grad_norm: 1.5441 2020-08-02 06:32:32,933 - mmaction - INFO - Epoch [143][520/940] lr: 1.658e-01, eta: 1 day, 7:12:43, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3941, top5_acc: 0.6332, loss_cls: 2.7550, loss: 2.7550, grad_norm: 1.5466 2020-08-02 06:32:53,048 - mmaction - INFO - Epoch [143][540/940] lr: 1.658e-01, eta: 1 day, 7:12:21, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.3969, top5_acc: 0.6498, loss_cls: 2.7323, loss: 2.7323, grad_norm: 1.5295 2020-08-02 06:33:14,156 - mmaction - INFO - Epoch [143][560/940] lr: 1.658e-01, eta: 1 day, 7:12:00, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6420, loss_cls: 2.7194, loss: 2.7194, grad_norm: 1.5549 2020-08-02 06:33:34,867 - mmaction - INFO - Epoch [143][580/940] lr: 1.658e-01, eta: 1 day, 7:11:38, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6432, loss_cls: 2.7212, loss: 2.7212, grad_norm: 1.5581 2020-08-02 06:33:55,531 - mmaction - INFO - Epoch [143][600/940] lr: 1.658e-01, eta: 1 day, 7:11:17, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.3949, top5_acc: 0.6389, loss_cls: 2.7563, loss: 2.7563, grad_norm: 1.5393 2020-08-02 06:34:17,300 - mmaction - INFO - Epoch [143][620/940] lr: 1.658e-01, eta: 1 day, 7:10:56, time: 1.087, data_time: 0.008, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6617, loss_cls: 2.6581, loss: 2.6581, grad_norm: 1.6013 2020-08-02 06:34:38,360 - mmaction - INFO - Epoch [143][640/940] lr: 1.658e-01, eta: 1 day, 7:10:35, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.3867, top5_acc: 0.6342, loss_cls: 2.7791, loss: 2.7791, grad_norm: 1.5627 2020-08-02 06:34:58,268 - mmaction - INFO - Epoch [143][660/940] lr: 1.658e-01, eta: 1 day, 7:10:13, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.3752, top5_acc: 0.6293, loss_cls: 2.8191, loss: 2.8191, grad_norm: 1.5701 2020-08-02 06:35:20,157 - mmaction - INFO - Epoch [143][680/940] lr: 1.658e-01, eta: 1 day, 7:09:53, time: 1.087, data_time: 0.004, memory: 6199, top1_acc: 0.3926, top5_acc: 0.6443, loss_cls: 2.7249, loss: 2.7249, grad_norm: 1.5629 2020-08-02 06:35:41,665 - mmaction - INFO - Epoch [143][700/940] lr: 1.658e-01, eta: 1 day, 7:09:32, time: 1.083, data_time: 0.013, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6473, loss_cls: 2.6983, loss: 2.6983, grad_norm: 1.5553 2020-08-02 06:36:03,052 - mmaction - INFO - Epoch [143][720/940] lr: 1.658e-01, eta: 1 day, 7:09:11, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6504, loss_cls: 2.6965, loss: 2.6965, grad_norm: 1.5502 2020-08-02 06:36:23,354 - mmaction - INFO - Epoch [143][740/940] lr: 1.658e-01, eta: 1 day, 7:08:50, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.3959, top5_acc: 0.6521, loss_cls: 2.7296, loss: 2.7296, grad_norm: 1.5672 2020-08-02 06:36:44,135 - mmaction - INFO - Epoch [143][760/940] lr: 1.658e-01, eta: 1 day, 7:08:28, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.3607, top5_acc: 0.6252, loss_cls: 2.8258, loss: 2.8258, grad_norm: 1.5818 2020-08-02 06:37:04,972 - mmaction - INFO - Epoch [143][780/940] lr: 1.658e-01, eta: 1 day, 7:08:07, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6393, loss_cls: 2.7582, loss: 2.7582, grad_norm: 1.5712 2020-08-02 06:37:25,761 - mmaction - INFO - Epoch [143][800/940] lr: 1.658e-01, eta: 1 day, 7:07:46, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6377, loss_cls: 2.7836, loss: 2.7836, grad_norm: 1.5484 2020-08-02 06:37:46,346 - mmaction - INFO - Epoch [143][820/940] lr: 1.658e-01, eta: 1 day, 7:07:24, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3885, top5_acc: 0.6383, loss_cls: 2.7347, loss: 2.7347, grad_norm: 1.5549 2020-08-02 06:38:07,497 - mmaction - INFO - Epoch [143][840/940] lr: 1.658e-01, eta: 1 day, 7:07:03, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.3760, top5_acc: 0.6344, loss_cls: 2.7984, loss: 2.7984, grad_norm: 1.5907 2020-08-02 06:38:28,073 - mmaction - INFO - Epoch [143][860/940] lr: 1.658e-01, eta: 1 day, 7:06:42, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.7262, loss: 2.7262, grad_norm: 1.5511 2020-08-02 06:38:49,322 - mmaction - INFO - Epoch [143][880/940] lr: 1.658e-01, eta: 1 day, 7:06:21, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6406, loss_cls: 2.7729, loss: 2.7729, grad_norm: 1.5876 2020-08-02 06:39:10,633 - mmaction - INFO - Epoch [143][900/940] lr: 1.658e-01, eta: 1 day, 7:06:00, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6480, loss_cls: 2.7133, loss: 2.7133, grad_norm: 1.5658 2020-08-02 06:39:31,131 - mmaction - INFO - Epoch [143][920/940] lr: 1.658e-01, eta: 1 day, 7:05:38, time: 1.024, data_time: 0.004, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6539, loss_cls: 2.6810, loss: 2.6810, grad_norm: 1.5633 2020-08-02 06:39:49,955 - mmaction - INFO - Epoch [143][940/940] lr: 1.658e-01, eta: 1 day, 7:05:16, time: 0.940, data_time: 0.009, memory: 6199, top1_acc: 0.3732, top5_acc: 0.6372, loss_cls: 2.8007, loss: 2.8007, grad_norm: 1.5967 2020-08-02 06:40:20,519 - mmaction - INFO - Epoch [144][20/940] lr: 1.634e-01, eta: 1 day, 7:05:02, time: 1.513, data_time: 0.492, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6422, loss_cls: 2.7288, loss: 2.7288, grad_norm: 1.5487 2020-08-02 06:40:40,648 - mmaction - INFO - Epoch [144][40/940] lr: 1.634e-01, eta: 1 day, 7:04:40, time: 1.005, data_time: 0.002, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6496, loss_cls: 2.6894, loss: 2.6894, grad_norm: 1.5616 2020-08-02 06:41:00,763 - mmaction - INFO - Epoch [144][60/940] lr: 1.634e-01, eta: 1 day, 7:04:18, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6479, loss_cls: 2.7475, loss: 2.7475, grad_norm: 1.5837 2020-08-02 06:41:21,553 - mmaction - INFO - Epoch [144][80/940] lr: 1.634e-01, eta: 1 day, 7:03:57, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6393, loss_cls: 2.7421, loss: 2.7421, grad_norm: 1.5577 2020-08-02 06:41:42,323 - mmaction - INFO - Epoch [144][100/940] lr: 1.634e-01, eta: 1 day, 7:03:35, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6408, loss_cls: 2.7405, loss: 2.7405, grad_norm: 1.5758 2020-08-02 06:42:02,413 - mmaction - INFO - Epoch [144][120/940] lr: 1.634e-01, eta: 1 day, 7:03:14, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3826, top5_acc: 0.6455, loss_cls: 2.7189, loss: 2.7189, grad_norm: 1.5684 2020-08-02 06:42:22,890 - mmaction - INFO - Epoch [144][140/940] lr: 1.634e-01, eta: 1 day, 7:02:52, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6559, loss_cls: 2.7135, loss: 2.7135, grad_norm: 1.5668 2020-08-02 06:42:44,434 - mmaction - INFO - Epoch [144][160/940] lr: 1.634e-01, eta: 1 day, 7:02:31, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.3867, top5_acc: 0.6396, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.5676 2020-08-02 06:43:04,497 - mmaction - INFO - Epoch [144][180/940] lr: 1.634e-01, eta: 1 day, 7:02:10, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6494, loss_cls: 2.6999, loss: 2.6999, grad_norm: 1.5490 2020-08-02 06:43:24,815 - mmaction - INFO - Epoch [144][200/940] lr: 1.634e-01, eta: 1 day, 7:01:48, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6434, loss_cls: 2.7391, loss: 2.7391, grad_norm: 1.5781 2020-08-02 06:43:45,988 - mmaction - INFO - Epoch [144][220/940] lr: 1.634e-01, eta: 1 day, 7:01:27, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.3898, top5_acc: 0.6377, loss_cls: 2.7648, loss: 2.7648, grad_norm: 1.5585 2020-08-02 06:44:07,509 - mmaction - INFO - Epoch [144][240/940] lr: 1.634e-01, eta: 1 day, 7:01:06, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.3928, top5_acc: 0.6412, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.5850 2020-08-02 06:44:29,261 - mmaction - INFO - Epoch [144][260/940] lr: 1.634e-01, eta: 1 day, 7:00:46, time: 1.085, data_time: 0.007, memory: 6199, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.7946, loss: 2.7946, grad_norm: 1.6142 2020-08-02 06:44:49,169 - mmaction - INFO - Epoch [144][280/940] lr: 1.634e-01, eta: 1 day, 7:00:24, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6416, loss_cls: 2.7433, loss: 2.7433, grad_norm: 1.5837 2020-08-02 06:45:10,246 - mmaction - INFO - Epoch [144][300/940] lr: 1.634e-01, eta: 1 day, 7:00:03, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6498, loss_cls: 2.6977, loss: 2.6977, grad_norm: 1.5430 2020-08-02 06:45:30,973 - mmaction - INFO - Epoch [144][320/940] lr: 1.634e-01, eta: 1 day, 6:59:41, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6414, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.5787 2020-08-02 06:45:52,531 - mmaction - INFO - Epoch [144][340/940] lr: 1.634e-01, eta: 1 day, 6:59:21, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3998, top5_acc: 0.6422, loss_cls: 2.7308, loss: 2.7308, grad_norm: 1.5614 2020-08-02 06:46:13,867 - mmaction - INFO - Epoch [144][360/940] lr: 1.634e-01, eta: 1 day, 6:59:00, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6422, loss_cls: 2.7382, loss: 2.7382, grad_norm: 1.5749 2020-08-02 06:46:34,415 - mmaction - INFO - Epoch [144][380/940] lr: 1.634e-01, eta: 1 day, 6:58:38, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.3883, top5_acc: 0.6357, loss_cls: 2.7492, loss: 2.7492, grad_norm: 1.5780 2020-08-02 06:46:55,820 - mmaction - INFO - Epoch [144][400/940] lr: 1.634e-01, eta: 1 day, 6:58:17, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.3969, top5_acc: 0.6568, loss_cls: 2.6750, loss: 2.6750, grad_norm: 1.5712 2020-08-02 06:47:17,624 - mmaction - INFO - Epoch [144][420/940] lr: 1.634e-01, eta: 1 day, 6:57:57, time: 1.090, data_time: 0.005, memory: 6199, top1_acc: 0.3928, top5_acc: 0.6482, loss_cls: 2.7281, loss: 2.7281, grad_norm: 1.5814 2020-08-02 06:47:37,776 - mmaction - INFO - Epoch [144][440/940] lr: 1.634e-01, eta: 1 day, 6:57:35, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6422, loss_cls: 2.7220, loss: 2.7220, grad_norm: 1.5695 2020-08-02 06:47:58,802 - mmaction - INFO - Epoch [144][460/940] lr: 1.634e-01, eta: 1 day, 6:57:14, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3768, top5_acc: 0.6289, loss_cls: 2.8023, loss: 2.8023, grad_norm: 1.5823 2020-08-02 06:48:20,099 - mmaction - INFO - Epoch [144][480/940] lr: 1.634e-01, eta: 1 day, 6:56:53, time: 1.062, data_time: 0.002, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6361, loss_cls: 2.7624, loss: 2.7624, grad_norm: 1.5465 2020-08-02 06:48:41,552 - mmaction - INFO - Epoch [144][500/940] lr: 1.634e-01, eta: 1 day, 6:56:32, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6482, loss_cls: 2.7150, loss: 2.7150, grad_norm: 1.5388 2020-08-02 06:49:01,604 - mmaction - INFO - Epoch [144][520/940] lr: 1.634e-01, eta: 1 day, 6:56:10, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.3943, top5_acc: 0.6463, loss_cls: 2.7005, loss: 2.7005, grad_norm: 1.5971 2020-08-02 06:49:22,750 - mmaction - INFO - Epoch [144][540/940] lr: 1.634e-01, eta: 1 day, 6:55:49, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6418, loss_cls: 2.7272, loss: 2.7272, grad_norm: 1.5647 2020-08-02 06:49:42,681 - mmaction - INFO - Epoch [144][560/940] lr: 1.634e-01, eta: 1 day, 6:55:27, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.3943, top5_acc: 0.6463, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.5752 2020-08-02 06:50:03,640 - mmaction - INFO - Epoch [144][580/940] lr: 1.634e-01, eta: 1 day, 6:55:06, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.7534, loss: 2.7534, grad_norm: 1.5678 2020-08-02 06:50:24,340 - mmaction - INFO - Epoch [144][600/940] lr: 1.634e-01, eta: 1 day, 6:54:45, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6496, loss_cls: 2.7368, loss: 2.7368, grad_norm: 1.5919 2020-08-02 06:50:45,204 - mmaction - INFO - Epoch [144][620/940] lr: 1.634e-01, eta: 1 day, 6:54:24, time: 1.041, data_time: 0.006, memory: 6199, top1_acc: 0.3932, top5_acc: 0.6490, loss_cls: 2.7231, loss: 2.7231, grad_norm: 1.5939 2020-08-02 06:51:05,484 - mmaction - INFO - Epoch [144][640/940] lr: 1.634e-01, eta: 1 day, 6:54:02, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.3932, top5_acc: 0.6432, loss_cls: 2.7554, loss: 2.7554, grad_norm: 1.5779 2020-08-02 06:51:25,654 - mmaction - INFO - Epoch [144][660/940] lr: 1.634e-01, eta: 1 day, 6:53:40, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.3959, top5_acc: 0.6387, loss_cls: 2.7357, loss: 2.7357, grad_norm: 1.5637 2020-08-02 06:51:46,173 - mmaction - INFO - Epoch [144][680/940] lr: 1.634e-01, eta: 1 day, 6:53:19, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6455, loss_cls: 2.7448, loss: 2.7448, grad_norm: 1.5695 2020-08-02 06:52:06,625 - mmaction - INFO - Epoch [144][700/940] lr: 1.634e-01, eta: 1 day, 6:52:57, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.3898, top5_acc: 0.6447, loss_cls: 2.7520, loss: 2.7520, grad_norm: 1.5842 2020-08-02 06:52:27,090 - mmaction - INFO - Epoch [144][720/940] lr: 1.634e-01, eta: 1 day, 6:52:36, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6514, loss_cls: 2.6922, loss: 2.6922, grad_norm: 1.5623 2020-08-02 06:52:47,019 - mmaction - INFO - Epoch [144][740/940] lr: 1.634e-01, eta: 1 day, 6:52:14, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6338, loss_cls: 2.7706, loss: 2.7706, grad_norm: 1.5569 2020-08-02 06:53:07,201 - mmaction - INFO - Epoch [144][760/940] lr: 1.634e-01, eta: 1 day, 6:51:52, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6389, loss_cls: 2.7264, loss: 2.7264, grad_norm: 1.5826 2020-08-02 06:53:27,289 - mmaction - INFO - Epoch [144][780/940] lr: 1.634e-01, eta: 1 day, 6:51:30, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6498, loss_cls: 2.7268, loss: 2.7268, grad_norm: 1.5779 2020-08-02 06:53:47,427 - mmaction - INFO - Epoch [144][800/940] lr: 1.634e-01, eta: 1 day, 6:51:08, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.3791, top5_acc: 0.6285, loss_cls: 2.8135, loss: 2.8135, grad_norm: 1.5937 2020-08-02 06:54:08,006 - mmaction - INFO - Epoch [144][820/940] lr: 1.634e-01, eta: 1 day, 6:50:47, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6502, loss_cls: 2.7093, loss: 2.7093, grad_norm: 1.5601 2020-08-02 06:54:28,280 - mmaction - INFO - Epoch [144][840/940] lr: 1.634e-01, eta: 1 day, 6:50:25, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.3885, top5_acc: 0.6375, loss_cls: 2.7674, loss: 2.7674, grad_norm: 1.5766 2020-08-02 06:54:48,467 - mmaction - INFO - Epoch [144][860/940] lr: 1.634e-01, eta: 1 day, 6:50:03, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7229, loss: 2.7229, grad_norm: 1.5932 2020-08-02 06:55:08,564 - mmaction - INFO - Epoch [144][880/940] lr: 1.634e-01, eta: 1 day, 6:49:41, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.3891, top5_acc: 0.6393, loss_cls: 2.7550, loss: 2.7550, grad_norm: 1.5803 2020-08-02 06:55:29,222 - mmaction - INFO - Epoch [144][900/940] lr: 1.634e-01, eta: 1 day, 6:49:20, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.3889, top5_acc: 0.6451, loss_cls: 2.7548, loss: 2.7548, grad_norm: 1.5563 2020-08-02 06:55:49,505 - mmaction - INFO - Epoch [144][920/940] lr: 1.634e-01, eta: 1 day, 6:48:58, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.3748, top5_acc: 0.6471, loss_cls: 2.7783, loss: 2.7783, grad_norm: 1.5675 2020-08-02 06:56:09,260 - mmaction - INFO - Epoch [144][940/940] lr: 1.634e-01, eta: 1 day, 6:48:36, time: 0.991, data_time: 0.010, memory: 6199, top1_acc: 0.3890, top5_acc: 0.6370, loss_cls: 2.7753, loss: 2.7753, grad_norm: 1.5845 2020-08-02 06:56:09,538 - mmaction - INFO - Saving checkpoint at 144 epochs 2020-08-02 06:56:39,563 - mmaction - INFO - Epoch [145][20/940] lr: 1.610e-01, eta: 1 day, 6:48:20, time: 1.370, data_time: 0.368, memory: 6199, top1_acc: 0.3967, top5_acc: 0.6459, loss_cls: 2.7038, loss: 2.7038, grad_norm: 1.5652 2020-08-02 06:56:59,450 - mmaction - INFO - Epoch [145][40/940] lr: 1.610e-01, eta: 1 day, 6:47:58, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6408, loss_cls: 2.7754, loss: 2.7754, grad_norm: 1.5518 2020-08-02 06:57:19,077 - mmaction - INFO - Epoch [145][60/940] lr: 1.610e-01, eta: 1 day, 6:47:36, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6379, loss_cls: 2.7428, loss: 2.7428, grad_norm: 1.5551 2020-08-02 06:57:39,602 - mmaction - INFO - Epoch [145][80/940] lr: 1.610e-01, eta: 1 day, 6:47:14, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.3873, top5_acc: 0.6439, loss_cls: 2.7586, loss: 2.7586, grad_norm: 1.5617 2020-08-02 06:58:01,241 - mmaction - INFO - Epoch [145][100/940] lr: 1.610e-01, eta: 1 day, 6:46:54, time: 1.081, data_time: 0.005, memory: 6199, top1_acc: 0.4004, top5_acc: 0.6463, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.5739 2020-08-02 06:58:22,174 - mmaction - INFO - Epoch [145][120/940] lr: 1.610e-01, eta: 1 day, 6:46:33, time: 1.048, data_time: 0.006, memory: 6199, top1_acc: 0.3926, top5_acc: 0.6389, loss_cls: 2.7216, loss: 2.7216, grad_norm: 1.5612 2020-08-02 06:58:42,512 - mmaction - INFO - Epoch [145][140/940] lr: 1.610e-01, eta: 1 day, 6:46:11, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.4016, top5_acc: 0.6533, loss_cls: 2.6629, loss: 2.6629, grad_norm: 1.5596 2020-08-02 06:59:02,321 - mmaction - INFO - Epoch [145][160/940] lr: 1.610e-01, eta: 1 day, 6:45:49, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6545, loss_cls: 2.6801, loss: 2.6801, grad_norm: 1.5318 2020-08-02 06:59:22,653 - mmaction - INFO - Epoch [145][180/940] lr: 1.610e-01, eta: 1 day, 6:45:27, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6486, loss_cls: 2.6925, loss: 2.6925, grad_norm: 1.5858 2020-08-02 06:59:44,604 - mmaction - INFO - Epoch [145][200/940] lr: 1.610e-01, eta: 1 day, 6:45:07, time: 1.098, data_time: 0.005, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6402, loss_cls: 2.7707, loss: 2.7707, grad_norm: 1.5729 2020-08-02 07:00:08,737 - mmaction - INFO - Epoch [145][220/940] lr: 1.610e-01, eta: 1 day, 6:44:48, time: 1.204, data_time: 0.005, memory: 6199, top1_acc: 0.3967, top5_acc: 0.6395, loss_cls: 2.7390, loss: 2.7390, grad_norm: 1.5341 2020-08-02 07:00:29,279 - mmaction - INFO - Epoch [145][240/940] lr: 1.610e-01, eta: 1 day, 6:44:27, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6443, loss_cls: 2.7062, loss: 2.7062, grad_norm: 1.5784 2020-08-02 07:00:49,552 - mmaction - INFO - Epoch [145][260/940] lr: 1.610e-01, eta: 1 day, 6:44:05, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4039, top5_acc: 0.6457, loss_cls: 2.6972, loss: 2.6972, grad_norm: 1.5911 2020-08-02 07:01:09,526 - mmaction - INFO - Epoch [145][280/940] lr: 1.610e-01, eta: 1 day, 6:43:43, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6461, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.5756 2020-08-02 07:01:31,764 - mmaction - INFO - Epoch [145][300/940] lr: 1.610e-01, eta: 1 day, 6:43:23, time: 1.111, data_time: 0.008, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6434, loss_cls: 2.7112, loss: 2.7112, grad_norm: 1.5791 2020-08-02 07:01:53,110 - mmaction - INFO - Epoch [145][320/940] lr: 1.610e-01, eta: 1 day, 6:43:02, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.3998, top5_acc: 0.6479, loss_cls: 2.7091, loss: 2.7091, grad_norm: 1.5902 2020-08-02 07:02:13,956 - mmaction - INFO - Epoch [145][340/940] lr: 1.610e-01, eta: 1 day, 6:42:41, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6441, loss_cls: 2.7272, loss: 2.7272, grad_norm: 1.5658 2020-08-02 07:02:34,663 - mmaction - INFO - Epoch [145][360/940] lr: 1.610e-01, eta: 1 day, 6:42:20, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6445, loss_cls: 2.7123, loss: 2.7123, grad_norm: 1.5865 2020-08-02 07:02:55,352 - mmaction - INFO - Epoch [145][380/940] lr: 1.610e-01, eta: 1 day, 6:41:58, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.4027, top5_acc: 0.6555, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.5460 2020-08-02 07:03:15,708 - mmaction - INFO - Epoch [145][400/940] lr: 1.610e-01, eta: 1 day, 6:41:37, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3879, top5_acc: 0.6479, loss_cls: 2.7158, loss: 2.7158, grad_norm: 1.5938 2020-08-02 07:03:36,938 - mmaction - INFO - Epoch [145][420/940] lr: 1.610e-01, eta: 1 day, 6:41:16, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6381, loss_cls: 2.7536, loss: 2.7536, grad_norm: 1.5701 2020-08-02 07:03:57,938 - mmaction - INFO - Epoch [145][440/940] lr: 1.610e-01, eta: 1 day, 6:40:54, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.3795, top5_acc: 0.6393, loss_cls: 2.7431, loss: 2.7431, grad_norm: 1.5808 2020-08-02 07:04:19,161 - mmaction - INFO - Epoch [145][460/940] lr: 1.610e-01, eta: 1 day, 6:40:33, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6471, loss_cls: 2.7502, loss: 2.7502, grad_norm: 1.5816 2020-08-02 07:04:39,650 - mmaction - INFO - Epoch [145][480/940] lr: 1.610e-01, eta: 1 day, 6:40:12, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6477, loss_cls: 2.7353, loss: 2.7353, grad_norm: 1.5638 2020-08-02 07:05:00,787 - mmaction - INFO - Epoch [145][500/940] lr: 1.610e-01, eta: 1 day, 6:39:51, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6521, loss_cls: 2.6720, loss: 2.6720, grad_norm: 1.5701 2020-08-02 07:05:21,906 - mmaction - INFO - Epoch [145][520/940] lr: 1.610e-01, eta: 1 day, 6:39:30, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3912, top5_acc: 0.6426, loss_cls: 2.7511, loss: 2.7511, grad_norm: 1.6066 2020-08-02 07:05:42,545 - mmaction - INFO - Epoch [145][540/940] lr: 1.610e-01, eta: 1 day, 6:39:08, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6383, loss_cls: 2.7733, loss: 2.7733, grad_norm: 1.5800 2020-08-02 07:06:03,000 - mmaction - INFO - Epoch [145][560/940] lr: 1.610e-01, eta: 1 day, 6:38:47, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3988, top5_acc: 0.6535, loss_cls: 2.6564, loss: 2.6564, grad_norm: 1.6047 2020-08-02 07:06:24,082 - mmaction - INFO - Epoch [145][580/940] lr: 1.610e-01, eta: 1 day, 6:38:26, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.3904, top5_acc: 0.6459, loss_cls: 2.7372, loss: 2.7372, grad_norm: 1.5511 2020-08-02 07:06:44,840 - mmaction - INFO - Epoch [145][600/940] lr: 1.610e-01, eta: 1 day, 6:38:05, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.3957, top5_acc: 0.6500, loss_cls: 2.7079, loss: 2.7079, grad_norm: 1.5744 2020-08-02 07:07:05,629 - mmaction - INFO - Epoch [145][620/940] lr: 1.610e-01, eta: 1 day, 6:37:43, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4010, top5_acc: 0.6588, loss_cls: 2.6822, loss: 2.6822, grad_norm: 1.5743 2020-08-02 07:07:26,965 - mmaction - INFO - Epoch [145][640/940] lr: 1.610e-01, eta: 1 day, 6:37:22, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3830, top5_acc: 0.6357, loss_cls: 2.7905, loss: 2.7905, grad_norm: 1.5978 2020-08-02 07:07:47,805 - mmaction - INFO - Epoch [145][660/940] lr: 1.610e-01, eta: 1 day, 6:37:01, time: 1.044, data_time: 0.010, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6410, loss_cls: 2.7565, loss: 2.7565, grad_norm: 1.5894 2020-08-02 07:08:08,671 - mmaction - INFO - Epoch [145][680/940] lr: 1.610e-01, eta: 1 day, 6:36:40, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.3900, top5_acc: 0.6463, loss_cls: 2.7360, loss: 2.7360, grad_norm: 1.5555 2020-08-02 07:08:29,537 - mmaction - INFO - Epoch [145][700/940] lr: 1.610e-01, eta: 1 day, 6:36:19, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.3887, top5_acc: 0.6375, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.5706 2020-08-02 07:08:51,972 - mmaction - INFO - Epoch [145][720/940] lr: 1.610e-01, eta: 1 day, 6:35:59, time: 1.121, data_time: 0.009, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6459, loss_cls: 2.7350, loss: 2.7350, grad_norm: 1.5733 2020-08-02 07:09:12,666 - mmaction - INFO - Epoch [145][740/940] lr: 1.610e-01, eta: 1 day, 6:35:37, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6463, loss_cls: 2.7416, loss: 2.7416, grad_norm: 1.5667 2020-08-02 07:09:33,573 - mmaction - INFO - Epoch [145][760/940] lr: 1.610e-01, eta: 1 day, 6:35:16, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3855, top5_acc: 0.6330, loss_cls: 2.7494, loss: 2.7494, grad_norm: 1.5975 2020-08-02 07:09:53,991 - mmaction - INFO - Epoch [145][780/940] lr: 1.610e-01, eta: 1 day, 6:34:55, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8305, loss: 2.8305, grad_norm: 1.5956 2020-08-02 07:10:15,125 - mmaction - INFO - Epoch [145][800/940] lr: 1.610e-01, eta: 1 day, 6:34:34, time: 1.058, data_time: 0.003, memory: 6199, top1_acc: 0.3967, top5_acc: 0.6355, loss_cls: 2.7577, loss: 2.7577, grad_norm: 1.5558 2020-08-02 07:10:36,135 - mmaction - INFO - Epoch [145][820/940] lr: 1.610e-01, eta: 1 day, 6:34:12, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6432, loss_cls: 2.7289, loss: 2.7289, grad_norm: 1.5826 2020-08-02 07:10:56,580 - mmaction - INFO - Epoch [145][840/940] lr: 1.610e-01, eta: 1 day, 6:33:51, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6422, loss_cls: 2.7472, loss: 2.7472, grad_norm: 1.5662 2020-08-02 07:11:16,910 - mmaction - INFO - Epoch [145][860/940] lr: 1.610e-01, eta: 1 day, 6:33:29, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.4105, top5_acc: 0.6557, loss_cls: 2.6737, loss: 2.6737, grad_norm: 1.6062 2020-08-02 07:11:38,002 - mmaction - INFO - Epoch [145][880/940] lr: 1.610e-01, eta: 1 day, 6:33:08, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3926, top5_acc: 0.6373, loss_cls: 2.7485, loss: 2.7485, grad_norm: 1.5826 2020-08-02 07:11:58,859 - mmaction - INFO - Epoch [145][900/940] lr: 1.610e-01, eta: 1 day, 6:32:47, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6443, loss_cls: 2.7265, loss: 2.7265, grad_norm: 1.5704 2020-08-02 07:12:20,342 - mmaction - INFO - Epoch [145][920/940] lr: 1.610e-01, eta: 1 day, 6:32:26, time: 1.074, data_time: 0.005, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6365, loss_cls: 2.7481, loss: 2.7481, grad_norm: 1.5463 2020-08-02 07:12:40,508 - mmaction - INFO - Epoch [145][940/940] lr: 1.610e-01, eta: 1 day, 6:32:04, time: 1.010, data_time: 0.010, memory: 6199, top1_acc: 0.3981, top5_acc: 0.6514, loss_cls: 2.6952, loss: 2.6952, grad_norm: 1.5815 2020-08-02 07:14:55,335 - mmaction - INFO - Epoch [146][20/940] lr: 1.586e-01, eta: 1 day, 6:33:10, time: 6.715, data_time: 0.636, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6512, loss_cls: 2.7005, loss: 2.7005, grad_norm: 1.5737 2020-08-02 07:15:14,735 - mmaction - INFO - Epoch [146][40/940] lr: 1.586e-01, eta: 1 day, 6:32:48, time: 0.973, data_time: 0.007, memory: 6199, top1_acc: 0.4080, top5_acc: 0.6486, loss_cls: 2.6676, loss: 2.6676, grad_norm: 1.5715 2020-08-02 07:15:34,486 - mmaction - INFO - Epoch [146][60/940] lr: 1.586e-01, eta: 1 day, 6:32:26, time: 0.985, data_time: 0.005, memory: 6199, top1_acc: 0.3998, top5_acc: 0.6498, loss_cls: 2.7025, loss: 2.7025, grad_norm: 1.5774 2020-08-02 07:15:54,117 - mmaction - INFO - Epoch [146][80/940] lr: 1.586e-01, eta: 1 day, 6:32:03, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.3898, top5_acc: 0.6428, loss_cls: 2.7497, loss: 2.7497, grad_norm: 1.5782 2020-08-02 07:16:14,396 - mmaction - INFO - Epoch [146][100/940] lr: 1.586e-01, eta: 1 day, 6:31:42, time: 1.013, data_time: 0.002, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6494, loss_cls: 2.7054, loss: 2.7054, grad_norm: 1.5954 2020-08-02 07:16:35,288 - mmaction - INFO - Epoch [146][120/940] lr: 1.586e-01, eta: 1 day, 6:31:20, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.3977, top5_acc: 0.6467, loss_cls: 2.7066, loss: 2.7066, grad_norm: 1.5693 2020-08-02 07:16:55,656 - mmaction - INFO - Epoch [146][140/940] lr: 1.586e-01, eta: 1 day, 6:30:59, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6461, loss_cls: 2.7047, loss: 2.7047, grad_norm: 1.5884 2020-08-02 07:17:16,063 - mmaction - INFO - Epoch [146][160/940] lr: 1.586e-01, eta: 1 day, 6:30:37, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6549, loss_cls: 2.6657, loss: 2.6657, grad_norm: 1.6011 2020-08-02 07:17:37,060 - mmaction - INFO - Epoch [146][180/940] lr: 1.586e-01, eta: 1 day, 6:30:16, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4027, top5_acc: 0.6508, loss_cls: 2.6881, loss: 2.6881, grad_norm: 1.5998 2020-08-02 07:17:57,895 - mmaction - INFO - Epoch [146][200/940] lr: 1.586e-01, eta: 1 day, 6:29:55, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6463, loss_cls: 2.7193, loss: 2.7193, grad_norm: 1.6021 2020-08-02 07:18:19,772 - mmaction - INFO - Epoch [146][220/940] lr: 1.586e-01, eta: 1 day, 6:29:34, time: 1.095, data_time: 0.005, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6479, loss_cls: 2.7125, loss: 2.7125, grad_norm: 1.6253 2020-08-02 07:18:40,654 - mmaction - INFO - Epoch [146][240/940] lr: 1.586e-01, eta: 1 day, 6:29:13, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6393, loss_cls: 2.7470, loss: 2.7470, grad_norm: 1.5830 2020-08-02 07:19:01,535 - mmaction - INFO - Epoch [146][260/940] lr: 1.586e-01, eta: 1 day, 6:28:52, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.4043, top5_acc: 0.6396, loss_cls: 2.7039, loss: 2.7039, grad_norm: 1.5760 2020-08-02 07:19:22,405 - mmaction - INFO - Epoch [146][280/940] lr: 1.586e-01, eta: 1 day, 6:28:31, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.3967, top5_acc: 0.6412, loss_cls: 2.7372, loss: 2.7372, grad_norm: 1.5887 2020-08-02 07:19:43,383 - mmaction - INFO - Epoch [146][300/940] lr: 1.586e-01, eta: 1 day, 6:28:09, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.3920, top5_acc: 0.6521, loss_cls: 2.6957, loss: 2.6957, grad_norm: 1.5917 2020-08-02 07:20:04,435 - mmaction - INFO - Epoch [146][320/940] lr: 1.586e-01, eta: 1 day, 6:27:48, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.3914, top5_acc: 0.6439, loss_cls: 2.7034, loss: 2.7034, grad_norm: 1.6012 2020-08-02 07:20:24,823 - mmaction - INFO - Epoch [146][340/940] lr: 1.586e-01, eta: 1 day, 6:27:27, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6461, loss_cls: 2.7304, loss: 2.7304, grad_norm: 1.5645 2020-08-02 07:20:46,648 - mmaction - INFO - Epoch [146][360/940] lr: 1.586e-01, eta: 1 day, 6:27:06, time: 1.090, data_time: 0.009, memory: 6199, top1_acc: 0.3914, top5_acc: 0.6338, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.5763 2020-08-02 07:21:07,301 - mmaction - INFO - Epoch [146][380/940] lr: 1.586e-01, eta: 1 day, 6:26:45, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4072, top5_acc: 0.6510, loss_cls: 2.6693, loss: 2.6693, grad_norm: 1.6054 2020-08-02 07:21:28,628 - mmaction - INFO - Epoch [146][400/940] lr: 1.586e-01, eta: 1 day, 6:26:24, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.4066, top5_acc: 0.6445, loss_cls: 2.6901, loss: 2.6901, grad_norm: 1.5639 2020-08-02 07:21:49,824 - mmaction - INFO - Epoch [146][420/940] lr: 1.586e-01, eta: 1 day, 6:26:03, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6418, loss_cls: 2.7305, loss: 2.7305, grad_norm: 1.5886 2020-08-02 07:22:11,200 - mmaction - INFO - Epoch [146][440/940] lr: 1.586e-01, eta: 1 day, 6:25:42, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6434, loss_cls: 2.7304, loss: 2.7304, grad_norm: 1.6116 2020-08-02 07:22:32,240 - mmaction - INFO - Epoch [146][460/940] lr: 1.586e-01, eta: 1 day, 6:25:21, time: 1.059, data_time: 0.015, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6396, loss_cls: 2.7328, loss: 2.7328, grad_norm: 1.6089 2020-08-02 07:22:52,485 - mmaction - INFO - Epoch [146][480/940] lr: 1.586e-01, eta: 1 day, 6:24:59, time: 1.012, data_time: 0.003, memory: 6199, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6965, loss: 2.6965, grad_norm: 1.5392 2020-08-02 07:23:14,942 - mmaction - INFO - Epoch [146][500/940] lr: 1.586e-01, eta: 1 day, 6:24:39, time: 1.121, data_time: 0.007, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6408, loss_cls: 2.7260, loss: 2.7260, grad_norm: 1.5668 2020-08-02 07:23:35,014 - mmaction - INFO - Epoch [146][520/940] lr: 1.586e-01, eta: 1 day, 6:24:17, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6525, loss_cls: 2.6924, loss: 2.6924, grad_norm: 1.6103 2020-08-02 07:23:55,480 - mmaction - INFO - Epoch [146][540/940] lr: 1.586e-01, eta: 1 day, 6:23:56, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6455, loss_cls: 2.7180, loss: 2.7180, grad_norm: 1.5992 2020-08-02 07:24:17,076 - mmaction - INFO - Epoch [146][560/940] lr: 1.586e-01, eta: 1 day, 6:23:35, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6469, loss_cls: 2.7200, loss: 2.7200, grad_norm: 1.6097 2020-08-02 07:24:38,398 - mmaction - INFO - Epoch [146][580/940] lr: 1.586e-01, eta: 1 day, 6:23:14, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6424, loss_cls: 2.7241, loss: 2.7241, grad_norm: 1.6087 2020-08-02 07:25:00,124 - mmaction - INFO - Epoch [146][600/940] lr: 1.586e-01, eta: 1 day, 6:22:53, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6449, loss_cls: 2.7207, loss: 2.7207, grad_norm: 1.6215 2020-08-02 07:25:21,176 - mmaction - INFO - Epoch [146][620/940] lr: 1.586e-01, eta: 1 day, 6:22:32, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6373, loss_cls: 2.7395, loss: 2.7395, grad_norm: 1.5825 2020-08-02 07:25:41,263 - mmaction - INFO - Epoch [146][640/940] lr: 1.586e-01, eta: 1 day, 6:22:10, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6930, loss: 2.6930, grad_norm: 1.6039 2020-08-02 07:26:01,837 - mmaction - INFO - Epoch [146][660/940] lr: 1.586e-01, eta: 1 day, 6:21:49, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6453, loss_cls: 2.7053, loss: 2.7053, grad_norm: 1.5755 2020-08-02 07:26:22,467 - mmaction - INFO - Epoch [146][680/940] lr: 1.586e-01, eta: 1 day, 6:21:27, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3982, top5_acc: 0.6469, loss_cls: 2.7151, loss: 2.7151, grad_norm: 1.5760 2020-08-02 07:26:44,151 - mmaction - INFO - Epoch [146][700/940] lr: 1.586e-01, eta: 1 day, 6:21:07, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6443, loss_cls: 2.7252, loss: 2.7252, grad_norm: 1.6174 2020-08-02 07:27:05,381 - mmaction - INFO - Epoch [146][720/940] lr: 1.586e-01, eta: 1 day, 6:20:46, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.4047, top5_acc: 0.6451, loss_cls: 2.7127, loss: 2.7127, grad_norm: 1.5831 2020-08-02 07:27:26,115 - mmaction - INFO - Epoch [146][740/940] lr: 1.586e-01, eta: 1 day, 6:20:25, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6453, loss_cls: 2.7513, loss: 2.7513, grad_norm: 1.5852 2020-08-02 07:27:47,042 - mmaction - INFO - Epoch [146][760/940] lr: 1.586e-01, eta: 1 day, 6:20:03, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6375, loss_cls: 2.7335, loss: 2.7335, grad_norm: 1.6028 2020-08-02 07:28:07,767 - mmaction - INFO - Epoch [146][780/940] lr: 1.586e-01, eta: 1 day, 6:19:42, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6451, loss_cls: 2.7179, loss: 2.7179, grad_norm: 1.6119 2020-08-02 07:28:28,478 - mmaction - INFO - Epoch [146][800/940] lr: 1.586e-01, eta: 1 day, 6:19:21, time: 1.034, data_time: 0.002, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6438, loss_cls: 2.7089, loss: 2.7089, grad_norm: 1.5735 2020-08-02 07:28:50,119 - mmaction - INFO - Epoch [146][820/940] lr: 1.586e-01, eta: 1 day, 6:19:00, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.3865, top5_acc: 0.6381, loss_cls: 2.7578, loss: 2.7578, grad_norm: 1.5843 2020-08-02 07:29:12,067 - mmaction - INFO - Epoch [146][840/940] lr: 1.586e-01, eta: 1 day, 6:18:40, time: 1.096, data_time: 0.008, memory: 6199, top1_acc: 0.3959, top5_acc: 0.6391, loss_cls: 2.7447, loss: 2.7447, grad_norm: 1.5697 2020-08-02 07:29:31,710 - mmaction - INFO - Epoch [146][860/940] lr: 1.586e-01, eta: 1 day, 6:18:17, time: 0.982, data_time: 0.006, memory: 6199, top1_acc: 0.4088, top5_acc: 0.6609, loss_cls: 2.6517, loss: 2.6517, grad_norm: 1.5691 2020-08-02 07:29:51,763 - mmaction - INFO - Epoch [146][880/940] lr: 1.586e-01, eta: 1 day, 6:17:55, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.3875, top5_acc: 0.6309, loss_cls: 2.7918, loss: 2.7918, grad_norm: 1.6757 2020-08-02 07:30:13,221 - mmaction - INFO - Epoch [146][900/940] lr: 1.586e-01, eta: 1 day, 6:17:35, time: 1.071, data_time: 0.010, memory: 6199, top1_acc: 0.3867, top5_acc: 0.6342, loss_cls: 2.7854, loss: 2.7854, grad_norm: 1.5919 2020-08-02 07:30:34,011 - mmaction - INFO - Epoch [146][920/940] lr: 1.586e-01, eta: 1 day, 6:17:13, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6381, loss_cls: 2.7553, loss: 2.7553, grad_norm: 1.5936 2020-08-02 07:30:52,999 - mmaction - INFO - Epoch [146][940/940] lr: 1.586e-01, eta: 1 day, 6:16:51, time: 0.948, data_time: 0.007, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6410, loss_cls: 2.7670, loss: 2.7670, grad_norm: 1.5789 2020-08-02 07:31:23,512 - mmaction - INFO - Epoch [147][20/940] lr: 1.562e-01, eta: 1 day, 6:16:36, time: 1.507, data_time: 0.469, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6418, loss_cls: 2.7557, loss: 2.7557, grad_norm: 1.5983 2020-08-02 07:31:44,676 - mmaction - INFO - Epoch [147][40/940] lr: 1.562e-01, eta: 1 day, 6:16:15, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6547, loss_cls: 2.6700, loss: 2.6700, grad_norm: 1.5795 2020-08-02 07:32:04,573 - mmaction - INFO - Epoch [147][60/940] lr: 1.562e-01, eta: 1 day, 6:15:53, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6604, loss_cls: 2.6760, loss: 2.6760, grad_norm: 1.5897 2020-08-02 07:32:25,388 - mmaction - INFO - Epoch [147][80/940] lr: 1.562e-01, eta: 1 day, 6:15:32, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6439, loss_cls: 2.7386, loss: 2.7386, grad_norm: 1.5847 2020-08-02 07:32:45,577 - mmaction - INFO - Epoch [147][100/940] lr: 1.562e-01, eta: 1 day, 6:15:10, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6389, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.5763 2020-08-02 07:33:06,181 - mmaction - INFO - Epoch [147][120/940] lr: 1.562e-01, eta: 1 day, 6:14:49, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4021, top5_acc: 0.6496, loss_cls: 2.6820, loss: 2.6820, grad_norm: 1.6037 2020-08-02 07:33:27,045 - mmaction - INFO - Epoch [147][140/940] lr: 1.562e-01, eta: 1 day, 6:14:28, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6686, loss: 2.6686, grad_norm: 1.6169 2020-08-02 07:33:47,367 - mmaction - INFO - Epoch [147][160/940] lr: 1.562e-01, eta: 1 day, 6:14:06, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4047, top5_acc: 0.6525, loss_cls: 2.6853, loss: 2.6853, grad_norm: 1.5877 2020-08-02 07:34:07,856 - mmaction - INFO - Epoch [147][180/940] lr: 1.562e-01, eta: 1 day, 6:13:44, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3875, top5_acc: 0.6389, loss_cls: 2.7310, loss: 2.7310, grad_norm: 1.5977 2020-08-02 07:34:29,099 - mmaction - INFO - Epoch [147][200/940] lr: 1.562e-01, eta: 1 day, 6:13:23, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.4086, top5_acc: 0.6582, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.6215 2020-08-02 07:34:50,150 - mmaction - INFO - Epoch [147][220/940] lr: 1.562e-01, eta: 1 day, 6:13:02, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.4029, top5_acc: 0.6646, loss_cls: 2.6408, loss: 2.6408, grad_norm: 1.5944 2020-08-02 07:35:10,692 - mmaction - INFO - Epoch [147][240/940] lr: 1.562e-01, eta: 1 day, 6:12:41, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6535, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.6169 2020-08-02 07:35:31,762 - mmaction - INFO - Epoch [147][260/940] lr: 1.562e-01, eta: 1 day, 6:12:20, time: 1.053, data_time: 0.002, memory: 6199, top1_acc: 0.3908, top5_acc: 0.6436, loss_cls: 2.7489, loss: 2.7489, grad_norm: 1.6231 2020-08-02 07:35:53,803 - mmaction - INFO - Epoch [147][280/940] lr: 1.562e-01, eta: 1 day, 6:11:59, time: 1.099, data_time: 0.006, memory: 6199, top1_acc: 0.3920, top5_acc: 0.6436, loss_cls: 2.7275, loss: 2.7275, grad_norm: 1.6316 2020-08-02 07:36:14,159 - mmaction - INFO - Epoch [147][300/940] lr: 1.562e-01, eta: 1 day, 6:11:38, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6482, loss_cls: 2.6786, loss: 2.6786, grad_norm: 1.5638 2020-08-02 07:36:36,327 - mmaction - INFO - Epoch [147][320/940] lr: 1.562e-01, eta: 1 day, 6:11:17, time: 1.105, data_time: 0.006, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6545, loss_cls: 2.6575, loss: 2.6575, grad_norm: 1.5821 2020-08-02 07:36:56,546 - mmaction - INFO - Epoch [147][340/940] lr: 1.562e-01, eta: 1 day, 6:10:56, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6410, loss_cls: 2.7170, loss: 2.7170, grad_norm: 1.6106 2020-08-02 07:37:18,339 - mmaction - INFO - Epoch [147][360/940] lr: 1.562e-01, eta: 1 day, 6:10:35, time: 1.092, data_time: 0.009, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6480, loss_cls: 2.6778, loss: 2.6778, grad_norm: 1.5791 2020-08-02 07:37:39,053 - mmaction - INFO - Epoch [147][380/940] lr: 1.562e-01, eta: 1 day, 6:10:14, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6562, loss_cls: 2.6774, loss: 2.6774, grad_norm: 1.6155 2020-08-02 07:37:59,840 - mmaction - INFO - Epoch [147][400/940] lr: 1.562e-01, eta: 1 day, 6:09:53, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.3807, top5_acc: 0.6420, loss_cls: 2.7621, loss: 2.7621, grad_norm: 1.6150 2020-08-02 07:38:20,175 - mmaction - INFO - Epoch [147][420/940] lr: 1.562e-01, eta: 1 day, 6:09:31, time: 1.016, data_time: 0.004, memory: 6199, top1_acc: 0.3785, top5_acc: 0.6404, loss_cls: 2.7841, loss: 2.7841, grad_norm: 1.5958 2020-08-02 07:38:40,400 - mmaction - INFO - Epoch [147][440/940] lr: 1.562e-01, eta: 1 day, 6:09:09, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6500, loss_cls: 2.7024, loss: 2.7024, grad_norm: 1.6105 2020-08-02 07:39:02,408 - mmaction - INFO - Epoch [147][460/940] lr: 1.562e-01, eta: 1 day, 6:08:49, time: 1.098, data_time: 0.008, memory: 6199, top1_acc: 0.3982, top5_acc: 0.6502, loss_cls: 2.7018, loss: 2.7018, grad_norm: 1.6271 2020-08-02 07:39:23,787 - mmaction - INFO - Epoch [147][480/940] lr: 1.562e-01, eta: 1 day, 6:08:28, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3941, top5_acc: 0.6424, loss_cls: 2.7032, loss: 2.7032, grad_norm: 1.6092 2020-08-02 07:39:44,007 - mmaction - INFO - Epoch [147][500/940] lr: 1.562e-01, eta: 1 day, 6:08:06, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6506, loss_cls: 2.7088, loss: 2.7088, grad_norm: 1.5895 2020-08-02 07:40:04,502 - mmaction - INFO - Epoch [147][520/940] lr: 1.562e-01, eta: 1 day, 6:07:45, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6449, loss_cls: 2.7204, loss: 2.7204, grad_norm: 1.6253 2020-08-02 07:40:25,178 - mmaction - INFO - Epoch [147][540/940] lr: 1.562e-01, eta: 1 day, 6:07:23, time: 1.033, data_time: 0.003, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6492, loss_cls: 2.7152, loss: 2.7152, grad_norm: 1.6070 2020-08-02 07:40:44,907 - mmaction - INFO - Epoch [147][560/940] lr: 1.562e-01, eta: 1 day, 6:07:01, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6365, loss_cls: 2.7487, loss: 2.7487, grad_norm: 1.5655 2020-08-02 07:41:05,469 - mmaction - INFO - Epoch [147][580/940] lr: 1.562e-01, eta: 1 day, 6:06:40, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.3941, top5_acc: 0.6328, loss_cls: 2.7737, loss: 2.7737, grad_norm: 1.5890 2020-08-02 07:41:26,588 - mmaction - INFO - Epoch [147][600/940] lr: 1.562e-01, eta: 1 day, 6:06:19, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6424, loss_cls: 2.7394, loss: 2.7394, grad_norm: 1.5896 2020-08-02 07:41:48,347 - mmaction - INFO - Epoch [147][620/940] lr: 1.562e-01, eta: 1 day, 6:05:58, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.3947, top5_acc: 0.6367, loss_cls: 2.7351, loss: 2.7351, grad_norm: 1.5660 2020-08-02 07:42:08,649 - mmaction - INFO - Epoch [147][640/940] lr: 1.562e-01, eta: 1 day, 6:05:36, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6416, loss_cls: 2.7215, loss: 2.7215, grad_norm: 1.5741 2020-08-02 07:42:29,018 - mmaction - INFO - Epoch [147][660/940] lr: 1.562e-01, eta: 1 day, 6:05:15, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6521, loss_cls: 2.6746, loss: 2.6746, grad_norm: 1.6222 2020-08-02 07:42:49,957 - mmaction - INFO - Epoch [147][680/940] lr: 1.562e-01, eta: 1 day, 6:04:54, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6367, loss_cls: 2.7460, loss: 2.7460, grad_norm: 1.5941 2020-08-02 07:43:10,452 - mmaction - INFO - Epoch [147][700/940] lr: 1.562e-01, eta: 1 day, 6:04:32, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.3846, top5_acc: 0.6322, loss_cls: 2.7793, loss: 2.7793, grad_norm: 1.5899 2020-08-02 07:43:30,948 - mmaction - INFO - Epoch [147][720/940] lr: 1.562e-01, eta: 1 day, 6:04:10, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3977, top5_acc: 0.6480, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.5958 2020-08-02 07:43:51,902 - mmaction - INFO - Epoch [147][740/940] lr: 1.562e-01, eta: 1 day, 6:03:49, time: 1.051, data_time: 0.010, memory: 6199, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6787, loss: 2.6787, grad_norm: 1.5989 2020-08-02 07:44:12,794 - mmaction - INFO - Epoch [147][760/940] lr: 1.562e-01, eta: 1 day, 6:03:28, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6420, loss_cls: 2.7449, loss: 2.7449, grad_norm: 1.5905 2020-08-02 07:44:34,189 - mmaction - INFO - Epoch [147][780/940] lr: 1.562e-01, eta: 1 day, 6:03:07, time: 1.067, data_time: 0.004, memory: 6199, top1_acc: 0.4008, top5_acc: 0.6475, loss_cls: 2.7065, loss: 2.7065, grad_norm: 1.5700 2020-08-02 07:44:55,527 - mmaction - INFO - Epoch [147][800/940] lr: 1.562e-01, eta: 1 day, 6:02:46, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.3900, top5_acc: 0.6502, loss_cls: 2.7271, loss: 2.7271, grad_norm: 1.6043 2020-08-02 07:45:15,990 - mmaction - INFO - Epoch [147][820/940] lr: 1.562e-01, eta: 1 day, 6:02:25, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6508, loss_cls: 2.6872, loss: 2.6872, grad_norm: 1.5917 2020-08-02 07:45:36,482 - mmaction - INFO - Epoch [147][840/940] lr: 1.562e-01, eta: 1 day, 6:02:03, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.3834, top5_acc: 0.6418, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.6159 2020-08-02 07:45:57,069 - mmaction - INFO - Epoch [147][860/940] lr: 1.562e-01, eta: 1 day, 6:01:42, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6477, loss_cls: 2.7532, loss: 2.7532, grad_norm: 1.5962 2020-08-02 07:46:18,241 - mmaction - INFO - Epoch [147][880/940] lr: 1.562e-01, eta: 1 day, 6:01:21, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6387, loss_cls: 2.7488, loss: 2.7488, grad_norm: 1.6049 2020-08-02 07:46:38,504 - mmaction - INFO - Epoch [147][900/940] lr: 1.562e-01, eta: 1 day, 6:00:59, time: 1.013, data_time: 0.003, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6492, loss_cls: 2.7224, loss: 2.7224, grad_norm: 1.5943 2020-08-02 07:47:00,209 - mmaction - INFO - Epoch [147][920/940] lr: 1.562e-01, eta: 1 day, 6:00:38, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7643, loss: 2.7643, grad_norm: 1.5797 2020-08-02 07:47:20,704 - mmaction - INFO - Epoch [147][940/940] lr: 1.562e-01, eta: 1 day, 6:00:17, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6429, loss_cls: 2.7287, loss: 2.7287, grad_norm: 1.6040 2020-08-02 07:47:51,307 - mmaction - INFO - Epoch [148][20/940] lr: 1.538e-01, eta: 1 day, 6:00:03, time: 1.514, data_time: 0.511, memory: 6199, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.7169, loss: 2.7169, grad_norm: 1.6188 2020-08-02 07:48:11,544 - mmaction - INFO - Epoch [148][40/940] lr: 1.538e-01, eta: 1 day, 5:59:41, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.3947, top5_acc: 0.6475, loss_cls: 2.7095, loss: 2.7095, grad_norm: 1.5816 2020-08-02 07:48:32,815 - mmaction - INFO - Epoch [148][60/940] lr: 1.538e-01, eta: 1 day, 5:59:20, time: 1.065, data_time: 0.011, memory: 6199, top1_acc: 0.4027, top5_acc: 0.6436, loss_cls: 2.7021, loss: 2.7021, grad_norm: 1.5771 2020-08-02 07:48:53,663 - mmaction - INFO - Epoch [148][80/940] lr: 1.538e-01, eta: 1 day, 5:58:59, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.4053, top5_acc: 0.6586, loss_cls: 2.6560, loss: 2.6560, grad_norm: 1.5869 2020-08-02 07:49:15,376 - mmaction - INFO - Epoch [148][100/940] lr: 1.538e-01, eta: 1 day, 5:58:38, time: 1.083, data_time: 0.010, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6496, loss_cls: 2.6540, loss: 2.6540, grad_norm: 1.6061 2020-08-02 07:49:35,848 - mmaction - INFO - Epoch [148][120/940] lr: 1.538e-01, eta: 1 day, 5:58:17, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6562, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.5915 2020-08-02 07:49:56,414 - mmaction - INFO - Epoch [148][140/940] lr: 1.538e-01, eta: 1 day, 5:57:55, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4094, top5_acc: 0.6527, loss_cls: 2.6803, loss: 2.6803, grad_norm: 1.5918 2020-08-02 07:50:17,051 - mmaction - INFO - Epoch [148][160/940] lr: 1.538e-01, eta: 1 day, 5:57:34, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6600, loss_cls: 2.6765, loss: 2.6765, grad_norm: 1.6127 2020-08-02 07:50:36,955 - mmaction - INFO - Epoch [148][180/940] lr: 1.538e-01, eta: 1 day, 5:57:12, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6439, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.5811 2020-08-02 07:50:56,994 - mmaction - INFO - Epoch [148][200/940] lr: 1.538e-01, eta: 1 day, 5:56:50, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3957, top5_acc: 0.6521, loss_cls: 2.7027, loss: 2.7027, grad_norm: 1.6229 2020-08-02 07:51:18,497 - mmaction - INFO - Epoch [148][220/940] lr: 1.538e-01, eta: 1 day, 5:56:29, time: 1.073, data_time: 0.009, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6439, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.5825 2020-08-02 07:51:39,616 - mmaction - INFO - Epoch [148][240/940] lr: 1.538e-01, eta: 1 day, 5:56:08, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6445, loss_cls: 2.7097, loss: 2.7097, grad_norm: 1.5940 2020-08-02 07:52:00,128 - mmaction - INFO - Epoch [148][260/940] lr: 1.538e-01, eta: 1 day, 5:55:46, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6477, loss_cls: 2.6960, loss: 2.6960, grad_norm: 1.6203 2020-08-02 07:52:21,421 - mmaction - INFO - Epoch [148][280/940] lr: 1.538e-01, eta: 1 day, 5:55:26, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6521, loss_cls: 2.7112, loss: 2.7112, grad_norm: 1.6004 2020-08-02 07:52:42,165 - mmaction - INFO - Epoch [148][300/940] lr: 1.538e-01, eta: 1 day, 5:55:04, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3959, top5_acc: 0.6504, loss_cls: 2.6663, loss: 2.6663, grad_norm: 1.5885 2020-08-02 07:53:03,805 - mmaction - INFO - Epoch [148][320/940] lr: 1.538e-01, eta: 1 day, 5:54:44, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6547, loss_cls: 2.6749, loss: 2.6749, grad_norm: 1.6220 2020-08-02 07:53:23,913 - mmaction - INFO - Epoch [148][340/940] lr: 1.538e-01, eta: 1 day, 5:54:22, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6957, loss: 2.6957, grad_norm: 1.6057 2020-08-02 07:53:44,062 - mmaction - INFO - Epoch [148][360/940] lr: 1.538e-01, eta: 1 day, 5:54:00, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.3949, top5_acc: 0.6391, loss_cls: 2.7265, loss: 2.7265, grad_norm: 1.6334 2020-08-02 07:54:04,660 - mmaction - INFO - Epoch [148][380/940] lr: 1.538e-01, eta: 1 day, 5:53:39, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6578, loss_cls: 2.6876, loss: 2.6876, grad_norm: 1.6071 2020-08-02 07:54:25,183 - mmaction - INFO - Epoch [148][400/940] lr: 1.538e-01, eta: 1 day, 5:53:17, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.3982, top5_acc: 0.6414, loss_cls: 2.7143, loss: 2.7143, grad_norm: 1.6182 2020-08-02 07:54:45,164 - mmaction - INFO - Epoch [148][420/940] lr: 1.538e-01, eta: 1 day, 5:52:55, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6494, loss_cls: 2.6915, loss: 2.6915, grad_norm: 1.5769 2020-08-02 07:55:05,221 - mmaction - INFO - Epoch [148][440/940] lr: 1.538e-01, eta: 1 day, 5:52:33, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6426, loss_cls: 2.7227, loss: 2.7227, grad_norm: 1.6260 2020-08-02 07:55:25,653 - mmaction - INFO - Epoch [148][460/940] lr: 1.538e-01, eta: 1 day, 5:52:12, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.3977, top5_acc: 0.6438, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.6260 2020-08-02 07:55:45,874 - mmaction - INFO - Epoch [148][480/940] lr: 1.538e-01, eta: 1 day, 5:51:50, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6553, loss_cls: 2.6706, loss: 2.6706, grad_norm: 1.6054 2020-08-02 07:56:06,448 - mmaction - INFO - Epoch [148][500/940] lr: 1.538e-01, eta: 1 day, 5:51:29, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6539, loss_cls: 2.6941, loss: 2.6941, grad_norm: 1.6129 2020-08-02 07:56:26,331 - mmaction - INFO - Epoch [148][520/940] lr: 1.538e-01, eta: 1 day, 5:51:07, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.7198, loss: 2.7198, grad_norm: 1.6030 2020-08-02 07:56:46,330 - mmaction - INFO - Epoch [148][540/940] lr: 1.538e-01, eta: 1 day, 5:50:45, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6527, loss_cls: 2.7138, loss: 2.7138, grad_norm: 1.6364 2020-08-02 07:57:06,992 - mmaction - INFO - Epoch [148][560/940] lr: 1.538e-01, eta: 1 day, 5:50:23, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.3871, top5_acc: 0.6391, loss_cls: 2.7513, loss: 2.7513, grad_norm: 1.6143 2020-08-02 07:57:26,911 - mmaction - INFO - Epoch [148][580/940] lr: 1.538e-01, eta: 1 day, 5:50:01, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.3910, top5_acc: 0.6404, loss_cls: 2.7477, loss: 2.7477, grad_norm: 1.6181 2020-08-02 07:57:47,704 - mmaction - INFO - Epoch [148][600/940] lr: 1.538e-01, eta: 1 day, 5:49:40, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6428, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.6120 2020-08-02 07:58:07,474 - mmaction - INFO - Epoch [148][620/940] lr: 1.538e-01, eta: 1 day, 5:49:18, time: 0.987, data_time: 0.007, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6506, loss_cls: 2.6887, loss: 2.6887, grad_norm: 1.5841 2020-08-02 07:58:27,460 - mmaction - INFO - Epoch [148][640/940] lr: 1.538e-01, eta: 1 day, 5:48:56, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6447, loss_cls: 2.7260, loss: 2.7260, grad_norm: 1.5974 2020-08-02 07:58:47,490 - mmaction - INFO - Epoch [148][660/940] lr: 1.538e-01, eta: 1 day, 5:48:34, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6514, loss_cls: 2.7251, loss: 2.7251, grad_norm: 1.6185 2020-08-02 07:59:07,475 - mmaction - INFO - Epoch [148][680/940] lr: 1.538e-01, eta: 1 day, 5:48:12, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6535, loss_cls: 2.7015, loss: 2.7015, grad_norm: 1.6103 2020-08-02 07:59:27,969 - mmaction - INFO - Epoch [148][700/940] lr: 1.538e-01, eta: 1 day, 5:47:51, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6561, loss_cls: 2.6829, loss: 2.6829, grad_norm: 1.5905 2020-08-02 07:59:48,501 - mmaction - INFO - Epoch [148][720/940] lr: 1.538e-01, eta: 1 day, 5:47:29, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6432, loss_cls: 2.7515, loss: 2.7515, grad_norm: 1.5975 2020-08-02 08:00:12,965 - mmaction - INFO - Epoch [148][740/940] lr: 1.538e-01, eta: 1 day, 5:47:11, time: 1.217, data_time: 0.008, memory: 6199, top1_acc: 0.4115, top5_acc: 0.6543, loss_cls: 2.6695, loss: 2.6695, grad_norm: 1.6037 2020-08-02 08:00:32,972 - mmaction - INFO - Epoch [148][760/940] lr: 1.538e-01, eta: 1 day, 5:46:49, time: 1.009, data_time: 0.015, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6436, loss_cls: 2.7401, loss: 2.7401, grad_norm: 1.6214 2020-08-02 08:00:53,211 - mmaction - INFO - Epoch [148][780/940] lr: 1.538e-01, eta: 1 day, 5:46:27, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6520, loss_cls: 2.6747, loss: 2.6747, grad_norm: 1.6048 2020-08-02 08:01:14,352 - mmaction - INFO - Epoch [148][800/940] lr: 1.538e-01, eta: 1 day, 5:46:06, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.3877, top5_acc: 0.6428, loss_cls: 2.7528, loss: 2.7528, grad_norm: 1.6096 2020-08-02 08:01:35,083 - mmaction - INFO - Epoch [148][820/940] lr: 1.538e-01, eta: 1 day, 5:45:45, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6479, loss_cls: 2.7007, loss: 2.7007, grad_norm: 1.5994 2020-08-02 08:01:55,644 - mmaction - INFO - Epoch [148][840/940] lr: 1.538e-01, eta: 1 day, 5:45:23, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.3947, top5_acc: 0.6486, loss_cls: 2.7125, loss: 2.7125, grad_norm: 1.6090 2020-08-02 08:02:16,163 - mmaction - INFO - Epoch [148][860/940] lr: 1.538e-01, eta: 1 day, 5:45:02, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.4043, top5_acc: 0.6559, loss_cls: 2.6885, loss: 2.6885, grad_norm: 1.6351 2020-08-02 08:02:37,457 - mmaction - INFO - Epoch [148][880/940] lr: 1.538e-01, eta: 1 day, 5:44:41, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.3945, top5_acc: 0.6520, loss_cls: 2.7131, loss: 2.7131, grad_norm: 1.6329 2020-08-02 08:02:57,877 - mmaction - INFO - Epoch [148][900/940] lr: 1.538e-01, eta: 1 day, 5:44:19, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6559, loss_cls: 2.6804, loss: 2.6804, grad_norm: 1.6105 2020-08-02 08:03:18,178 - mmaction - INFO - Epoch [148][920/940] lr: 1.538e-01, eta: 1 day, 5:43:58, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6428, loss_cls: 2.7544, loss: 2.7544, grad_norm: 1.5821 2020-08-02 08:03:37,752 - mmaction - INFO - Epoch [148][940/940] lr: 1.538e-01, eta: 1 day, 5:43:36, time: 0.980, data_time: 0.009, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6473, loss_cls: 2.7155, loss: 2.7155, grad_norm: 1.6340 2020-08-02 08:03:38,093 - mmaction - INFO - Saving checkpoint at 148 epochs 2020-08-02 08:04:10,123 - mmaction - INFO - Epoch [149][20/940] lr: 1.514e-01, eta: 1 day, 5:43:21, time: 1.506, data_time: 0.502, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6492, loss_cls: 2.7047, loss: 2.7047, grad_norm: 1.6037 2020-08-02 08:04:30,102 - mmaction - INFO - Epoch [149][40/940] lr: 1.514e-01, eta: 1 day, 5:42:59, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4021, top5_acc: 0.6531, loss_cls: 2.6607, loss: 2.6607, grad_norm: 1.5726 2020-08-02 08:04:50,911 - mmaction - INFO - Epoch [149][60/940] lr: 1.514e-01, eta: 1 day, 5:42:38, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6529, loss_cls: 2.6782, loss: 2.6782, grad_norm: 1.6091 2020-08-02 08:05:11,414 - mmaction - INFO - Epoch [149][80/940] lr: 1.514e-01, eta: 1 day, 5:42:16, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4078, top5_acc: 0.6535, loss_cls: 2.6697, loss: 2.6697, grad_norm: 1.6242 2020-08-02 08:05:31,916 - mmaction - INFO - Epoch [149][100/940] lr: 1.514e-01, eta: 1 day, 5:41:55, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6502, loss_cls: 2.6861, loss: 2.6861, grad_norm: 1.6132 2020-08-02 08:05:53,357 - mmaction - INFO - Epoch [149][120/940] lr: 1.514e-01, eta: 1 day, 5:41:34, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.4174, top5_acc: 0.6584, loss_cls: 2.6601, loss: 2.6601, grad_norm: 1.6050 2020-08-02 08:06:13,841 - mmaction - INFO - Epoch [149][140/940] lr: 1.514e-01, eta: 1 day, 5:41:13, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6383, loss_cls: 2.7270, loss: 2.7270, grad_norm: 1.6181 2020-08-02 08:06:36,189 - mmaction - INFO - Epoch [149][160/940] lr: 1.514e-01, eta: 1 day, 5:40:52, time: 1.117, data_time: 0.006, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6557, loss_cls: 2.6558, loss: 2.6558, grad_norm: 1.5975 2020-08-02 08:06:57,861 - mmaction - INFO - Epoch [149][180/940] lr: 1.514e-01, eta: 1 day, 5:40:32, time: 1.085, data_time: 0.009, memory: 6199, top1_acc: 0.4053, top5_acc: 0.6520, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.6249 2020-08-02 08:07:18,358 - mmaction - INFO - Epoch [149][200/940] lr: 1.514e-01, eta: 1 day, 5:40:10, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4029, top5_acc: 0.6605, loss_cls: 2.6814, loss: 2.6814, grad_norm: 1.5918 2020-08-02 08:07:40,087 - mmaction - INFO - Epoch [149][220/940] lr: 1.514e-01, eta: 1 day, 5:39:50, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6453, loss_cls: 2.7320, loss: 2.7320, grad_norm: 1.6190 2020-08-02 08:08:01,070 - mmaction - INFO - Epoch [149][240/940] lr: 1.514e-01, eta: 1 day, 5:39:28, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6535, loss_cls: 2.6798, loss: 2.6798, grad_norm: 1.5916 2020-08-02 08:08:22,058 - mmaction - INFO - Epoch [149][260/940] lr: 1.514e-01, eta: 1 day, 5:39:07, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6553, loss_cls: 2.6661, loss: 2.6661, grad_norm: 1.6149 2020-08-02 08:08:42,065 - mmaction - INFO - Epoch [149][280/940] lr: 1.514e-01, eta: 1 day, 5:38:45, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6535, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.5789 2020-08-02 08:09:03,665 - mmaction - INFO - Epoch [149][300/940] lr: 1.514e-01, eta: 1 day, 5:38:25, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6582, loss_cls: 2.6597, loss: 2.6597, grad_norm: 1.5993 2020-08-02 08:09:24,341 - mmaction - INFO - Epoch [149][320/940] lr: 1.514e-01, eta: 1 day, 5:38:03, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3988, top5_acc: 0.6490, loss_cls: 2.6845, loss: 2.6845, grad_norm: 1.6321 2020-08-02 08:09:45,336 - mmaction - INFO - Epoch [149][340/940] lr: 1.514e-01, eta: 1 day, 5:37:42, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6410, loss_cls: 2.7185, loss: 2.7185, grad_norm: 1.6066 2020-08-02 08:10:06,088 - mmaction - INFO - Epoch [149][360/940] lr: 1.514e-01, eta: 1 day, 5:37:21, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4105, top5_acc: 0.6539, loss_cls: 2.6472, loss: 2.6472, grad_norm: 1.6002 2020-08-02 08:10:27,952 - mmaction - INFO - Epoch [149][380/940] lr: 1.514e-01, eta: 1 day, 5:37:00, time: 1.093, data_time: 0.003, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6490, loss_cls: 2.7062, loss: 2.7062, grad_norm: 1.6264 2020-08-02 08:10:49,688 - mmaction - INFO - Epoch [149][400/940] lr: 1.514e-01, eta: 1 day, 5:36:40, time: 1.085, data_time: 0.006, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6479, loss_cls: 2.7121, loss: 2.7121, grad_norm: 1.6272 2020-08-02 08:11:10,332 - mmaction - INFO - Epoch [149][420/940] lr: 1.514e-01, eta: 1 day, 5:36:18, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6508, loss_cls: 2.7071, loss: 2.7071, grad_norm: 1.5945 2020-08-02 08:11:31,099 - mmaction - INFO - Epoch [149][440/940] lr: 1.514e-01, eta: 1 day, 5:35:57, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4152, top5_acc: 0.6572, loss_cls: 2.6675, loss: 2.6675, grad_norm: 1.6214 2020-08-02 08:11:52,553 - mmaction - INFO - Epoch [149][460/940] lr: 1.514e-01, eta: 1 day, 5:35:36, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.4080, top5_acc: 0.6643, loss_cls: 2.6281, loss: 2.6281, grad_norm: 1.6018 2020-08-02 08:12:13,170 - mmaction - INFO - Epoch [149][480/940] lr: 1.514e-01, eta: 1 day, 5:35:15, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6518, loss_cls: 2.7005, loss: 2.7005, grad_norm: 1.6082 2020-08-02 08:12:34,523 - mmaction - INFO - Epoch [149][500/940] lr: 1.514e-01, eta: 1 day, 5:34:54, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6471, loss_cls: 2.6902, loss: 2.6902, grad_norm: 1.6228 2020-08-02 08:12:54,945 - mmaction - INFO - Epoch [149][520/940] lr: 1.514e-01, eta: 1 day, 5:34:32, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4004, top5_acc: 0.6588, loss_cls: 2.6795, loss: 2.6795, grad_norm: 1.6121 2020-08-02 08:13:15,632 - mmaction - INFO - Epoch [149][540/940] lr: 1.514e-01, eta: 1 day, 5:34:11, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.3922, top5_acc: 0.6455, loss_cls: 2.7547, loss: 2.7547, grad_norm: 1.5900 2020-08-02 08:13:36,498 - mmaction - INFO - Epoch [149][560/940] lr: 1.514e-01, eta: 1 day, 5:33:50, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6518, loss_cls: 2.6799, loss: 2.6799, grad_norm: 1.5871 2020-08-02 08:13:57,774 - mmaction - INFO - Epoch [149][580/940] lr: 1.514e-01, eta: 1 day, 5:33:29, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.4098, top5_acc: 0.6625, loss_cls: 2.6493, loss: 2.6493, grad_norm: 1.6096 2020-08-02 08:14:19,201 - mmaction - INFO - Epoch [149][600/940] lr: 1.514e-01, eta: 1 day, 5:33:08, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6529, loss_cls: 2.6842, loss: 2.6842, grad_norm: 1.5980 2020-08-02 08:14:39,719 - mmaction - INFO - Epoch [149][620/940] lr: 1.514e-01, eta: 1 day, 5:32:46, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6475, loss_cls: 2.6924, loss: 2.6924, grad_norm: 1.6185 2020-08-02 08:15:00,418 - mmaction - INFO - Epoch [149][640/940] lr: 1.514e-01, eta: 1 day, 5:32:25, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6398, loss_cls: 2.7168, loss: 2.7168, grad_norm: 1.6087 2020-08-02 08:15:22,391 - mmaction - INFO - Epoch [149][660/940] lr: 1.514e-01, eta: 1 day, 5:32:05, time: 1.101, data_time: 0.010, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6533, loss_cls: 2.6915, loss: 2.6915, grad_norm: 1.6079 2020-08-02 08:15:42,626 - mmaction - INFO - Epoch [149][680/940] lr: 1.514e-01, eta: 1 day, 5:31:43, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6859, loss: 2.6859, grad_norm: 1.6207 2020-08-02 08:16:03,868 - mmaction - INFO - Epoch [149][700/940] lr: 1.514e-01, eta: 1 day, 5:31:22, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6404, loss_cls: 2.7294, loss: 2.7294, grad_norm: 1.6355 2020-08-02 08:16:24,561 - mmaction - INFO - Epoch [149][720/940] lr: 1.514e-01, eta: 1 day, 5:31:01, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.3916, top5_acc: 0.6404, loss_cls: 2.7376, loss: 2.7376, grad_norm: 1.6111 2020-08-02 08:16:45,365 - mmaction - INFO - Epoch [149][740/940] lr: 1.514e-01, eta: 1 day, 5:30:39, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4008, top5_acc: 0.6457, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.6262 2020-08-02 08:17:05,590 - mmaction - INFO - Epoch [149][760/940] lr: 1.514e-01, eta: 1 day, 5:30:18, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3982, top5_acc: 0.6504, loss_cls: 2.6959, loss: 2.6959, grad_norm: 1.6150 2020-08-02 08:17:26,146 - mmaction - INFO - Epoch [149][780/940] lr: 1.514e-01, eta: 1 day, 5:29:56, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6547, loss_cls: 2.6701, loss: 2.6701, grad_norm: 1.5912 2020-08-02 08:17:47,618 - mmaction - INFO - Epoch [149][800/940] lr: 1.514e-01, eta: 1 day, 5:29:35, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.3902, top5_acc: 0.6377, loss_cls: 2.7499, loss: 2.7499, grad_norm: 1.6368 2020-08-02 08:18:08,886 - mmaction - INFO - Epoch [149][820/940] lr: 1.514e-01, eta: 1 day, 5:29:14, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.4014, top5_acc: 0.6535, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.6342 2020-08-02 08:18:29,469 - mmaction - INFO - Epoch [149][840/940] lr: 1.514e-01, eta: 1 day, 5:28:53, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6447, loss_cls: 2.7442, loss: 2.7442, grad_norm: 1.6181 2020-08-02 08:18:51,108 - mmaction - INFO - Epoch [149][860/940] lr: 1.514e-01, eta: 1 day, 5:28:32, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6523, loss_cls: 2.6945, loss: 2.6945, grad_norm: 1.6214 2020-08-02 08:19:12,162 - mmaction - INFO - Epoch [149][880/940] lr: 1.514e-01, eta: 1 day, 5:28:11, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6582, loss_cls: 2.6705, loss: 2.6705, grad_norm: 1.6543 2020-08-02 08:19:32,996 - mmaction - INFO - Epoch [149][900/940] lr: 1.514e-01, eta: 1 day, 5:27:50, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.3937, top5_acc: 0.6375, loss_cls: 2.7685, loss: 2.7685, grad_norm: 1.6426 2020-08-02 08:19:53,438 - mmaction - INFO - Epoch [149][920/940] lr: 1.514e-01, eta: 1 day, 5:27:28, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.3895, top5_acc: 0.6473, loss_cls: 2.7310, loss: 2.7310, grad_norm: 1.6242 2020-08-02 08:20:12,758 - mmaction - INFO - Epoch [149][940/940] lr: 1.514e-01, eta: 1 day, 5:27:06, time: 0.965, data_time: 0.007, memory: 6199, top1_acc: 0.3994, top5_acc: 0.6465, loss_cls: 2.7412, loss: 2.7412, grad_norm: 1.6098 2020-08-02 08:20:43,236 - mmaction - INFO - Epoch [150][20/940] lr: 1.490e-01, eta: 1 day, 5:26:51, time: 1.507, data_time: 0.489, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6531, loss_cls: 2.6818, loss: 2.6818, grad_norm: 1.6190 2020-08-02 08:21:03,931 - mmaction - INFO - Epoch [150][40/940] lr: 1.490e-01, eta: 1 day, 5:26:30, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6580, loss_cls: 2.6594, loss: 2.6594, grad_norm: 1.6419 2020-08-02 08:21:24,341 - mmaction - INFO - Epoch [150][60/940] lr: 1.490e-01, eta: 1 day, 5:26:08, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6457, loss_cls: 2.6748, loss: 2.6748, grad_norm: 1.6415 2020-08-02 08:21:44,695 - mmaction - INFO - Epoch [150][80/940] lr: 1.490e-01, eta: 1 day, 5:25:47, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6430, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.6109 2020-08-02 08:22:05,642 - mmaction - INFO - Epoch [150][100/940] lr: 1.490e-01, eta: 1 day, 5:25:26, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6549, loss_cls: 2.6637, loss: 2.6637, grad_norm: 1.6130 2020-08-02 08:22:26,241 - mmaction - INFO - Epoch [150][120/940] lr: 1.490e-01, eta: 1 day, 5:25:04, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6441, loss_cls: 2.6991, loss: 2.6991, grad_norm: 1.6227 2020-08-02 08:22:46,935 - mmaction - INFO - Epoch [150][140/940] lr: 1.490e-01, eta: 1 day, 5:24:43, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6459, loss_cls: 2.7111, loss: 2.7111, grad_norm: 1.6084 2020-08-02 08:23:07,410 - mmaction - INFO - Epoch [150][160/940] lr: 1.490e-01, eta: 1 day, 5:24:21, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4133, top5_acc: 0.6512, loss_cls: 2.6620, loss: 2.6620, grad_norm: 1.6215 2020-08-02 08:23:29,034 - mmaction - INFO - Epoch [150][180/940] lr: 1.490e-01, eta: 1 day, 5:24:01, time: 1.081, data_time: 0.005, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6545, loss_cls: 2.6665, loss: 2.6665, grad_norm: 1.5960 2020-08-02 08:23:50,207 - mmaction - INFO - Epoch [150][200/940] lr: 1.490e-01, eta: 1 day, 5:23:40, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.4102, top5_acc: 0.6576, loss_cls: 2.6455, loss: 2.6455, grad_norm: 1.6091 2020-08-02 08:24:10,752 - mmaction - INFO - Epoch [150][220/940] lr: 1.490e-01, eta: 1 day, 5:23:18, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.4166, top5_acc: 0.6570, loss_cls: 2.6486, loss: 2.6486, grad_norm: 1.6275 2020-08-02 08:24:31,815 - mmaction - INFO - Epoch [150][240/940] lr: 1.490e-01, eta: 1 day, 5:22:57, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.4162, top5_acc: 0.6600, loss_cls: 2.6401, loss: 2.6401, grad_norm: 1.6328 2020-08-02 08:24:52,372 - mmaction - INFO - Epoch [150][260/940] lr: 1.490e-01, eta: 1 day, 5:22:36, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4027, top5_acc: 0.6541, loss_cls: 2.6837, loss: 2.6837, grad_norm: 1.6283 2020-08-02 08:25:12,439 - mmaction - INFO - Epoch [150][280/940] lr: 1.490e-01, eta: 1 day, 5:22:14, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6561, loss_cls: 2.6800, loss: 2.6800, grad_norm: 1.6596 2020-08-02 08:25:33,494 - mmaction - INFO - Epoch [150][300/940] lr: 1.490e-01, eta: 1 day, 5:21:53, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6406, loss_cls: 2.7210, loss: 2.7210, grad_norm: 1.6163 2020-08-02 08:25:54,180 - mmaction - INFO - Epoch [150][320/940] lr: 1.490e-01, eta: 1 day, 5:21:31, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6584, loss_cls: 2.6541, loss: 2.6541, grad_norm: 1.6162 2020-08-02 08:26:15,480 - mmaction - INFO - Epoch [150][340/940] lr: 1.490e-01, eta: 1 day, 5:21:10, time: 1.067, data_time: 0.004, memory: 6199, top1_acc: 0.3996, top5_acc: 0.6543, loss_cls: 2.6722, loss: 2.6722, grad_norm: 1.6268 2020-08-02 08:26:36,529 - mmaction - INFO - Epoch [150][360/940] lr: 1.490e-01, eta: 1 day, 5:20:49, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6512, loss_cls: 2.6984, loss: 2.6984, grad_norm: 1.6516 2020-08-02 08:26:56,645 - mmaction - INFO - Epoch [150][380/940] lr: 1.490e-01, eta: 1 day, 5:20:28, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6479, loss_cls: 2.7233, loss: 2.7233, grad_norm: 1.6292 2020-08-02 08:27:17,396 - mmaction - INFO - Epoch [150][400/940] lr: 1.490e-01, eta: 1 day, 5:20:06, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6496, loss_cls: 2.6939, loss: 2.6939, grad_norm: 1.6129 2020-08-02 08:27:39,284 - mmaction - INFO - Epoch [150][420/940] lr: 1.490e-01, eta: 1 day, 5:19:46, time: 1.095, data_time: 0.005, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6574, loss_cls: 2.6873, loss: 2.6873, grad_norm: 1.6331 2020-08-02 08:28:00,647 - mmaction - INFO - Epoch [150][440/940] lr: 1.490e-01, eta: 1 day, 5:19:25, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6486, loss_cls: 2.7032, loss: 2.7032, grad_norm: 1.5924 2020-08-02 08:28:20,248 - mmaction - INFO - Epoch [150][460/940] lr: 1.490e-01, eta: 1 day, 5:19:03, time: 0.982, data_time: 0.003, memory: 6199, top1_acc: 0.4004, top5_acc: 0.6570, loss_cls: 2.6624, loss: 2.6624, grad_norm: 1.6172 2020-08-02 08:28:42,586 - mmaction - INFO - Epoch [150][480/940] lr: 1.490e-01, eta: 1 day, 5:18:42, time: 1.115, data_time: 0.008, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6506, loss_cls: 2.6811, loss: 2.6811, grad_norm: 1.6645 2020-08-02 08:29:02,897 - mmaction - INFO - Epoch [150][500/940] lr: 1.490e-01, eta: 1 day, 5:18:21, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.4072, top5_acc: 0.6553, loss_cls: 2.6415, loss: 2.6415, grad_norm: 1.6206 2020-08-02 08:29:24,236 - mmaction - INFO - Epoch [150][520/940] lr: 1.490e-01, eta: 1 day, 5:18:00, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6557, loss_cls: 2.6689, loss: 2.6689, grad_norm: 1.6187 2020-08-02 08:29:44,586 - mmaction - INFO - Epoch [150][540/940] lr: 1.490e-01, eta: 1 day, 5:17:38, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6475, loss_cls: 2.7196, loss: 2.7196, grad_norm: 1.6246 2020-08-02 08:30:05,532 - mmaction - INFO - Epoch [150][560/940] lr: 1.490e-01, eta: 1 day, 5:17:17, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6541, loss_cls: 2.6660, loss: 2.6660, grad_norm: 1.6432 2020-08-02 08:30:25,316 - mmaction - INFO - Epoch [150][580/940] lr: 1.490e-01, eta: 1 day, 5:16:55, time: 0.989, data_time: 0.003, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6574, loss_cls: 2.6704, loss: 2.6704, grad_norm: 1.6120 2020-08-02 08:30:46,838 - mmaction - INFO - Epoch [150][600/940] lr: 1.490e-01, eta: 1 day, 5:16:34, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.3959, top5_acc: 0.6406, loss_cls: 2.7312, loss: 2.7312, grad_norm: 1.5916 2020-08-02 08:31:08,637 - mmaction - INFO - Epoch [150][620/940] lr: 1.490e-01, eta: 1 day, 5:16:14, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.3871, top5_acc: 0.6441, loss_cls: 2.7297, loss: 2.7297, grad_norm: 1.6566 2020-08-02 08:31:29,650 - mmaction - INFO - Epoch [150][640/940] lr: 1.490e-01, eta: 1 day, 5:15:53, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.3949, top5_acc: 0.6494, loss_cls: 2.6863, loss: 2.6863, grad_norm: 1.6423 2020-08-02 08:31:50,435 - mmaction - INFO - Epoch [150][660/940] lr: 1.490e-01, eta: 1 day, 5:15:31, time: 1.040, data_time: 0.003, memory: 6199, top1_acc: 0.4078, top5_acc: 0.6496, loss_cls: 2.6845, loss: 2.6845, grad_norm: 1.6208 2020-08-02 08:32:11,453 - mmaction - INFO - Epoch [150][680/940] lr: 1.490e-01, eta: 1 day, 5:15:10, time: 1.051, data_time: 0.004, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6648, loss_cls: 2.6668, loss: 2.6668, grad_norm: 1.6749 2020-08-02 08:32:32,645 - mmaction - INFO - Epoch [150][700/940] lr: 1.490e-01, eta: 1 day, 5:14:49, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6664, loss_cls: 2.6394, loss: 2.6394, grad_norm: 1.6321 2020-08-02 08:32:53,421 - mmaction - INFO - Epoch [150][720/940] lr: 1.490e-01, eta: 1 day, 5:14:28, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6527, loss_cls: 2.6547, loss: 2.6547, grad_norm: 1.6317 2020-08-02 08:33:13,946 - mmaction - INFO - Epoch [150][740/940] lr: 1.490e-01, eta: 1 day, 5:14:06, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.3977, top5_acc: 0.6459, loss_cls: 2.6893, loss: 2.6893, grad_norm: 1.6376 2020-08-02 08:33:34,888 - mmaction - INFO - Epoch [150][760/940] lr: 1.490e-01, eta: 1 day, 5:13:45, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.6332, loss: 2.6332, grad_norm: 1.5696 2020-08-02 08:33:56,215 - mmaction - INFO - Epoch [150][780/940] lr: 1.490e-01, eta: 1 day, 5:13:24, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3906, top5_acc: 0.6393, loss_cls: 2.7442, loss: 2.7442, grad_norm: 1.6363 2020-08-02 08:34:16,809 - mmaction - INFO - Epoch [150][800/940] lr: 1.490e-01, eta: 1 day, 5:13:03, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.3953, top5_acc: 0.6400, loss_cls: 2.7314, loss: 2.7314, grad_norm: 1.6236 2020-08-02 08:34:38,080 - mmaction - INFO - Epoch [150][820/940] lr: 1.490e-01, eta: 1 day, 5:12:42, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.3939, top5_acc: 0.6523, loss_cls: 2.7085, loss: 2.7085, grad_norm: 1.6407 2020-08-02 08:34:58,776 - mmaction - INFO - Epoch [150][840/940] lr: 1.490e-01, eta: 1 day, 5:12:21, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.3932, top5_acc: 0.6383, loss_cls: 2.7190, loss: 2.7190, grad_norm: 1.6368 2020-08-02 08:35:19,104 - mmaction - INFO - Epoch [150][860/940] lr: 1.490e-01, eta: 1 day, 5:11:59, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.3990, top5_acc: 0.6486, loss_cls: 2.7164, loss: 2.7164, grad_norm: 1.6138 2020-08-02 08:35:39,933 - mmaction - INFO - Epoch [150][880/940] lr: 1.490e-01, eta: 1 day, 5:11:38, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.4053, top5_acc: 0.6512, loss_cls: 2.6986, loss: 2.6986, grad_norm: 1.6310 2020-08-02 08:36:00,969 - mmaction - INFO - Epoch [150][900/940] lr: 1.490e-01, eta: 1 day, 5:11:17, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6512, loss_cls: 2.6981, loss: 2.6981, grad_norm: 1.6353 2020-08-02 08:36:21,160 - mmaction - INFO - Epoch [150][920/940] lr: 1.490e-01, eta: 1 day, 5:10:55, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.3930, top5_acc: 0.6451, loss_cls: 2.7083, loss: 2.7083, grad_norm: 1.6223 2020-08-02 08:36:41,580 - mmaction - INFO - Epoch [150][940/940] lr: 1.490e-01, eta: 1 day, 5:10:33, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.3888, top5_acc: 0.6392, loss_cls: 2.7352, loss: 2.7352, grad_norm: 1.6436 2020-08-02 08:37:12,144 - mmaction - INFO - Epoch [151][20/940] lr: 1.467e-01, eta: 1 day, 5:10:19, time: 1.514, data_time: 0.520, memory: 6199, top1_acc: 0.4010, top5_acc: 0.6547, loss_cls: 2.6750, loss: 2.6750, grad_norm: 1.6132 2020-08-02 08:37:33,203 - mmaction - INFO - Epoch [151][40/940] lr: 1.467e-01, eta: 1 day, 5:09:58, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.4062, top5_acc: 0.6512, loss_cls: 2.6882, loss: 2.6882, grad_norm: 1.6090 2020-08-02 08:37:54,540 - mmaction - INFO - Epoch [151][60/940] lr: 1.467e-01, eta: 1 day, 5:09:37, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6639, loss_cls: 2.6461, loss: 2.6461, grad_norm: 1.6145 2020-08-02 08:38:16,855 - mmaction - INFO - Epoch [151][80/940] lr: 1.467e-01, eta: 1 day, 5:09:17, time: 1.118, data_time: 0.005, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6490, loss_cls: 2.6696, loss: 2.6696, grad_norm: 1.6266 2020-08-02 08:38:37,404 - mmaction - INFO - Epoch [151][100/940] lr: 1.467e-01, eta: 1 day, 5:08:55, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.3992, top5_acc: 0.6527, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.6337 2020-08-02 08:38:58,089 - mmaction - INFO - Epoch [151][120/940] lr: 1.467e-01, eta: 1 day, 5:08:34, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.4043, top5_acc: 0.6572, loss_cls: 2.6615, loss: 2.6615, grad_norm: 1.6275 2020-08-02 08:39:18,844 - mmaction - INFO - Epoch [151][140/940] lr: 1.467e-01, eta: 1 day, 5:08:12, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4014, top5_acc: 0.6590, loss_cls: 2.6791, loss: 2.6791, grad_norm: 1.6265 2020-08-02 08:39:39,694 - mmaction - INFO - Epoch [151][160/940] lr: 1.467e-01, eta: 1 day, 5:07:51, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6732, loss_cls: 2.6046, loss: 2.6046, grad_norm: 1.6388 2020-08-02 08:40:01,055 - mmaction - INFO - Epoch [151][180/940] lr: 1.467e-01, eta: 1 day, 5:07:30, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6576, loss_cls: 2.6656, loss: 2.6656, grad_norm: 1.6568 2020-08-02 08:40:20,674 - mmaction - INFO - Epoch [151][200/940] lr: 1.467e-01, eta: 1 day, 5:07:08, time: 0.981, data_time: 0.005, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6605, loss_cls: 2.6519, loss: 2.6519, grad_norm: 1.6491 2020-08-02 08:40:41,268 - mmaction - INFO - Epoch [151][220/940] lr: 1.467e-01, eta: 1 day, 5:06:47, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.3979, top5_acc: 0.6414, loss_cls: 2.7068, loss: 2.7068, grad_norm: 1.6315 2020-08-02 08:41:02,277 - mmaction - INFO - Epoch [151][240/940] lr: 1.467e-01, eta: 1 day, 5:06:26, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.3992, top5_acc: 0.6496, loss_cls: 2.6839, loss: 2.6839, grad_norm: 1.6066 2020-08-02 08:41:23,075 - mmaction - INFO - Epoch [151][260/940] lr: 1.467e-01, eta: 1 day, 5:06:04, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6545, loss_cls: 2.6617, loss: 2.6617, grad_norm: 1.6660 2020-08-02 08:41:44,301 - mmaction - INFO - Epoch [151][280/940] lr: 1.467e-01, eta: 1 day, 5:05:43, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6428, loss_cls: 2.7315, loss: 2.7315, grad_norm: 1.6573 2020-08-02 08:42:04,172 - mmaction - INFO - Epoch [151][300/940] lr: 1.467e-01, eta: 1 day, 5:05:21, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.4039, top5_acc: 0.6445, loss_cls: 2.6903, loss: 2.6903, grad_norm: 1.5999 2020-08-02 08:42:25,523 - mmaction - INFO - Epoch [151][320/940] lr: 1.467e-01, eta: 1 day, 5:05:00, time: 1.068, data_time: 0.003, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6510, loss_cls: 2.6868, loss: 2.6868, grad_norm: 1.6638 2020-08-02 08:42:46,320 - mmaction - INFO - Epoch [151][340/940] lr: 1.467e-01, eta: 1 day, 5:04:39, time: 1.039, data_time: 0.010, memory: 6199, top1_acc: 0.4070, top5_acc: 0.6520, loss_cls: 2.6879, loss: 2.6879, grad_norm: 1.6189 2020-08-02 08:43:08,530 - mmaction - INFO - Epoch [151][360/940] lr: 1.467e-01, eta: 1 day, 5:04:19, time: 1.108, data_time: 0.006, memory: 6199, top1_acc: 0.3998, top5_acc: 0.6516, loss_cls: 2.6821, loss: 2.6821, grad_norm: 1.6424 2020-08-02 08:43:29,785 - mmaction - INFO - Epoch [151][380/940] lr: 1.467e-01, eta: 1 day, 5:03:58, time: 1.065, data_time: 0.011, memory: 6199, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6535, loss: 2.6535, grad_norm: 1.6168 2020-08-02 08:43:50,576 - mmaction - INFO - Epoch [151][400/940] lr: 1.467e-01, eta: 1 day, 5:03:37, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6584, loss_cls: 2.6459, loss: 2.6459, grad_norm: 1.5994 2020-08-02 08:44:11,714 - mmaction - INFO - Epoch [151][420/940] lr: 1.467e-01, eta: 1 day, 5:03:16, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6578, loss_cls: 2.6699, loss: 2.6699, grad_norm: 1.6411 2020-08-02 08:44:33,043 - mmaction - INFO - Epoch [151][440/940] lr: 1.467e-01, eta: 1 day, 5:02:55, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6717, loss: 2.6717, grad_norm: 1.6587 2020-08-02 08:44:53,772 - mmaction - INFO - Epoch [151][460/940] lr: 1.467e-01, eta: 1 day, 5:02:33, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6689, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.6167 2020-08-02 08:45:14,703 - mmaction - INFO - Epoch [151][480/940] lr: 1.467e-01, eta: 1 day, 5:02:12, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6518, loss_cls: 2.6917, loss: 2.6917, grad_norm: 1.6379 2020-08-02 08:45:36,704 - mmaction - INFO - Epoch [151][500/940] lr: 1.467e-01, eta: 1 day, 5:01:52, time: 1.096, data_time: 0.006, memory: 6199, top1_acc: 0.3951, top5_acc: 0.6514, loss_cls: 2.7106, loss: 2.7106, grad_norm: 1.6518 2020-08-02 08:45:57,310 - mmaction - INFO - Epoch [151][520/940] lr: 1.467e-01, eta: 1 day, 5:01:30, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6523, loss_cls: 2.6830, loss: 2.6830, grad_norm: 1.6196 2020-08-02 08:46:18,240 - mmaction - INFO - Epoch [151][540/940] lr: 1.467e-01, eta: 1 day, 5:01:09, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6895, loss: 2.6895, grad_norm: 1.6027 2020-08-02 08:46:39,615 - mmaction - INFO - Epoch [151][560/940] lr: 1.467e-01, eta: 1 day, 5:00:48, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6504, loss_cls: 2.7118, loss: 2.7118, grad_norm: 1.6247 2020-08-02 08:47:00,902 - mmaction - INFO - Epoch [151][580/940] lr: 1.467e-01, eta: 1 day, 5:00:27, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6400, loss_cls: 2.7372, loss: 2.7372, grad_norm: 1.6322 2020-08-02 08:47:22,072 - mmaction - INFO - Epoch [151][600/940] lr: 1.467e-01, eta: 1 day, 5:00:06, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6541, loss_cls: 2.7104, loss: 2.7104, grad_norm: 1.6487 2020-08-02 08:47:42,948 - mmaction - INFO - Epoch [151][620/940] lr: 1.467e-01, eta: 1 day, 4:59:45, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6492, loss_cls: 2.7333, loss: 2.7333, grad_norm: 1.6111 2020-08-02 08:48:03,207 - mmaction - INFO - Epoch [151][640/940] lr: 1.467e-01, eta: 1 day, 4:59:23, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.4098, top5_acc: 0.6484, loss_cls: 2.6674, loss: 2.6674, grad_norm: 1.6338 2020-08-02 08:48:23,473 - mmaction - INFO - Epoch [151][660/940] lr: 1.467e-01, eta: 1 day, 4:59:02, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6561, loss_cls: 2.6616, loss: 2.6616, grad_norm: 1.6375 2020-08-02 08:48:44,947 - mmaction - INFO - Epoch [151][680/940] lr: 1.467e-01, eta: 1 day, 4:58:41, time: 1.073, data_time: 0.010, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6557, loss_cls: 2.6797, loss: 2.6797, grad_norm: 1.6202 2020-08-02 08:49:05,464 - mmaction - INFO - Epoch [151][700/940] lr: 1.467e-01, eta: 1 day, 4:58:19, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6402, loss_cls: 2.7181, loss: 2.7181, grad_norm: 1.6478 2020-08-02 08:49:26,061 - mmaction - INFO - Epoch [151][720/940] lr: 1.467e-01, eta: 1 day, 4:57:58, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4047, top5_acc: 0.6609, loss_cls: 2.6677, loss: 2.6677, grad_norm: 1.6454 2020-08-02 08:49:46,981 - mmaction - INFO - Epoch [151][740/940] lr: 1.467e-01, eta: 1 day, 4:57:37, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4162, top5_acc: 0.6584, loss_cls: 2.6403, loss: 2.6403, grad_norm: 1.6227 2020-08-02 08:50:08,660 - mmaction - INFO - Epoch [151][760/940] lr: 1.467e-01, eta: 1 day, 4:57:16, time: 1.083, data_time: 0.004, memory: 6199, top1_acc: 0.4045, top5_acc: 0.6500, loss_cls: 2.6869, loss: 2.6869, grad_norm: 1.6364 2020-08-02 08:50:30,178 - mmaction - INFO - Epoch [151][780/940] lr: 1.467e-01, eta: 1 day, 4:56:55, time: 1.076, data_time: 0.004, memory: 6199, top1_acc: 0.4111, top5_acc: 0.6611, loss_cls: 2.6357, loss: 2.6357, grad_norm: 1.6586 2020-08-02 08:50:51,069 - mmaction - INFO - Epoch [151][800/940] lr: 1.467e-01, eta: 1 day, 4:56:34, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6488, loss_cls: 2.6939, loss: 2.6939, grad_norm: 1.6443 2020-08-02 08:51:11,650 - mmaction - INFO - Epoch [151][820/940] lr: 1.467e-01, eta: 1 day, 4:56:13, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6582, loss_cls: 2.6577, loss: 2.6577, grad_norm: 1.6473 2020-08-02 08:51:32,509 - mmaction - INFO - Epoch [151][840/940] lr: 1.467e-01, eta: 1 day, 4:55:51, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6510, loss_cls: 2.6991, loss: 2.6991, grad_norm: 1.6281 2020-08-02 08:51:53,085 - mmaction - INFO - Epoch [151][860/940] lr: 1.467e-01, eta: 1 day, 4:55:30, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.3928, top5_acc: 0.6477, loss_cls: 2.7183, loss: 2.7183, grad_norm: 1.6223 2020-08-02 08:52:13,783 - mmaction - INFO - Epoch [151][880/940] lr: 1.467e-01, eta: 1 day, 4:55:09, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6496, loss_cls: 2.7469, loss: 2.7469, grad_norm: 1.6138 2020-08-02 08:52:35,131 - mmaction - INFO - Epoch [151][900/940] lr: 1.467e-01, eta: 1 day, 4:54:48, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6568, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.6026 2020-08-02 08:52:56,361 - mmaction - INFO - Epoch [151][920/940] lr: 1.467e-01, eta: 1 day, 4:54:27, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.3998, top5_acc: 0.6545, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.6595 2020-08-02 08:53:16,681 - mmaction - INFO - Epoch [151][940/940] lr: 1.467e-01, eta: 1 day, 4:54:05, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.3971, top5_acc: 0.6496, loss_cls: 2.6970, loss: 2.6970, grad_norm: 1.6618 2020-08-02 08:53:47,321 - mmaction - INFO - Epoch [152][20/940] lr: 1.443e-01, eta: 1 day, 4:53:50, time: 1.515, data_time: 0.495, memory: 6199, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6522, loss: 2.6522, grad_norm: 1.6291 2020-08-02 08:54:08,179 - mmaction - INFO - Epoch [152][40/940] lr: 1.443e-01, eta: 1 day, 4:53:29, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4158, top5_acc: 0.6582, loss_cls: 2.6073, loss: 2.6073, grad_norm: 1.6341 2020-08-02 08:54:27,636 - mmaction - INFO - Epoch [152][60/940] lr: 1.443e-01, eta: 1 day, 4:53:07, time: 0.973, data_time: 0.004, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6494, loss_cls: 2.6501, loss: 2.6501, grad_norm: 1.6200 2020-08-02 08:54:48,721 - mmaction - INFO - Epoch [152][80/940] lr: 1.443e-01, eta: 1 day, 4:52:46, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.4021, top5_acc: 0.6578, loss_cls: 2.6502, loss: 2.6502, grad_norm: 1.6366 2020-08-02 08:55:09,644 - mmaction - INFO - Epoch [152][100/940] lr: 1.443e-01, eta: 1 day, 4:52:25, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.4004, top5_acc: 0.6521, loss_cls: 2.6850, loss: 2.6850, grad_norm: 1.6601 2020-08-02 08:55:30,289 - mmaction - INFO - Epoch [152][120/940] lr: 1.443e-01, eta: 1 day, 4:52:03, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6488, loss_cls: 2.6784, loss: 2.6784, grad_norm: 1.6138 2020-08-02 08:55:51,126 - mmaction - INFO - Epoch [152][140/940] lr: 1.443e-01, eta: 1 day, 4:51:42, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6479, loss_cls: 2.6766, loss: 2.6766, grad_norm: 1.6461 2020-08-02 08:56:11,838 - mmaction - INFO - Epoch [152][160/940] lr: 1.443e-01, eta: 1 day, 4:51:21, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6658, loss_cls: 2.6435, loss: 2.6435, grad_norm: 1.6060 2020-08-02 08:56:32,906 - mmaction - INFO - Epoch [152][180/940] lr: 1.443e-01, eta: 1 day, 4:51:00, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.4066, top5_acc: 0.6598, loss_cls: 2.6202, loss: 2.6202, grad_norm: 1.6313 2020-08-02 08:56:54,046 - mmaction - INFO - Epoch [152][200/940] lr: 1.443e-01, eta: 1 day, 4:50:39, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6459, loss_cls: 2.6947, loss: 2.6947, grad_norm: 1.6340 2020-08-02 08:57:14,642 - mmaction - INFO - Epoch [152][220/940] lr: 1.443e-01, eta: 1 day, 4:50:17, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6477, loss_cls: 2.6836, loss: 2.6836, grad_norm: 1.6470 2020-08-02 08:57:36,582 - mmaction - INFO - Epoch [152][240/940] lr: 1.443e-01, eta: 1 day, 4:49:57, time: 1.096, data_time: 0.007, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6561, loss_cls: 2.6633, loss: 2.6633, grad_norm: 1.6522 2020-08-02 08:57:57,124 - mmaction - INFO - Epoch [152][260/940] lr: 1.443e-01, eta: 1 day, 4:49:35, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6543, loss_cls: 2.6622, loss: 2.6622, grad_norm: 1.6376 2020-08-02 08:58:17,711 - mmaction - INFO - Epoch [152][280/940] lr: 1.443e-01, eta: 1 day, 4:49:14, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6553, loss_cls: 2.6610, loss: 2.6610, grad_norm: 1.6482 2020-08-02 08:58:38,929 - mmaction - INFO - Epoch [152][300/940] lr: 1.443e-01, eta: 1 day, 4:48:53, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.4014, top5_acc: 0.6459, loss_cls: 2.7171, loss: 2.7171, grad_norm: 1.6480 2020-08-02 08:58:59,620 - mmaction - INFO - Epoch [152][320/940] lr: 1.443e-01, eta: 1 day, 4:48:31, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6562, loss_cls: 2.6327, loss: 2.6327, grad_norm: 1.6328 2020-08-02 08:59:21,366 - mmaction - INFO - Epoch [152][340/940] lr: 1.443e-01, eta: 1 day, 4:48:11, time: 1.092, data_time: 0.008, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6605, loss_cls: 2.6188, loss: 2.6188, grad_norm: 1.6497 2020-08-02 08:59:41,511 - mmaction - INFO - Epoch [152][360/940] lr: 1.443e-01, eta: 1 day, 4:47:49, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.3936, top5_acc: 0.6562, loss_cls: 2.6896, loss: 2.6896, grad_norm: 1.6636 2020-08-02 09:00:07,554 - mmaction - INFO - Epoch [152][380/940] lr: 1.443e-01, eta: 1 day, 4:47:31, time: 1.300, data_time: 0.008, memory: 6199, top1_acc: 0.4117, top5_acc: 0.6543, loss_cls: 2.6823, loss: 2.6823, grad_norm: 1.6466 2020-08-02 09:00:28,670 - mmaction - INFO - Epoch [152][400/940] lr: 1.443e-01, eta: 1 day, 4:47:10, time: 1.062, data_time: 0.012, memory: 6199, top1_acc: 0.3977, top5_acc: 0.6545, loss_cls: 2.6842, loss: 2.6842, grad_norm: 1.6618 2020-08-02 09:00:48,831 - mmaction - INFO - Epoch [152][420/940] lr: 1.443e-01, eta: 1 day, 4:46:49, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6430, loss_cls: 2.6955, loss: 2.6955, grad_norm: 1.6245 2020-08-02 09:01:10,444 - mmaction - INFO - Epoch [152][440/940] lr: 1.443e-01, eta: 1 day, 4:46:28, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.4045, top5_acc: 0.6447, loss_cls: 2.7048, loss: 2.7048, grad_norm: 1.6495 2020-08-02 09:01:31,301 - mmaction - INFO - Epoch [152][460/940] lr: 1.443e-01, eta: 1 day, 4:46:07, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6494, loss_cls: 2.6894, loss: 2.6894, grad_norm: 1.6546 2020-08-02 09:01:53,600 - mmaction - INFO - Epoch [152][480/940] lr: 1.443e-01, eta: 1 day, 4:45:46, time: 1.116, data_time: 0.006, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6514, loss_cls: 2.6835, loss: 2.6835, grad_norm: 1.6369 2020-08-02 09:02:14,527 - mmaction - INFO - Epoch [152][500/940] lr: 1.443e-01, eta: 1 day, 4:45:25, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.3934, top5_acc: 0.6523, loss_cls: 2.6973, loss: 2.6973, grad_norm: 1.6355 2020-08-02 09:02:35,127 - mmaction - INFO - Epoch [152][520/940] lr: 1.443e-01, eta: 1 day, 4:45:04, time: 1.032, data_time: 0.010, memory: 6199, top1_acc: 0.4088, top5_acc: 0.6607, loss_cls: 2.6848, loss: 2.6848, grad_norm: 1.6440 2020-08-02 09:02:55,890 - mmaction - INFO - Epoch [152][540/940] lr: 1.443e-01, eta: 1 day, 4:44:42, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.3998, top5_acc: 0.6566, loss_cls: 2.6836, loss: 2.6836, grad_norm: 1.6449 2020-08-02 09:03:17,666 - mmaction - INFO - Epoch [152][560/940] lr: 1.443e-01, eta: 1 day, 4:44:22, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6625, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.6472 2020-08-02 09:03:38,711 - mmaction - INFO - Epoch [152][580/940] lr: 1.443e-01, eta: 1 day, 4:44:01, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.4156, top5_acc: 0.6643, loss_cls: 2.6114, loss: 2.6114, grad_norm: 1.6290 2020-08-02 09:03:59,418 - mmaction - INFO - Epoch [152][600/940] lr: 1.443e-01, eta: 1 day, 4:43:39, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6453, loss_cls: 2.7094, loss: 2.7094, grad_norm: 1.6389 2020-08-02 09:04:20,467 - mmaction - INFO - Epoch [152][620/940] lr: 1.443e-01, eta: 1 day, 4:43:18, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.4080, top5_acc: 0.6580, loss_cls: 2.6523, loss: 2.6523, grad_norm: 1.6143 2020-08-02 09:04:41,699 - mmaction - INFO - Epoch [152][640/940] lr: 1.443e-01, eta: 1 day, 4:42:57, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6521, loss_cls: 2.6920, loss: 2.6920, grad_norm: 1.6694 2020-08-02 09:05:02,556 - mmaction - INFO - Epoch [152][660/940] lr: 1.443e-01, eta: 1 day, 4:42:36, time: 1.043, data_time: 0.010, memory: 6199, top1_acc: 0.4033, top5_acc: 0.6461, loss_cls: 2.7030, loss: 2.7030, grad_norm: 1.6778 2020-08-02 09:05:22,996 - mmaction - INFO - Epoch [152][680/940] lr: 1.443e-01, eta: 1 day, 4:42:15, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.4105, top5_acc: 0.6527, loss_cls: 2.6448, loss: 2.6448, grad_norm: 1.6264 2020-08-02 09:05:43,807 - mmaction - INFO - Epoch [152][700/940] lr: 1.443e-01, eta: 1 day, 4:41:53, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6598, loss_cls: 2.6387, loss: 2.6387, grad_norm: 1.6207 2020-08-02 09:06:05,130 - mmaction - INFO - Epoch [152][720/940] lr: 1.443e-01, eta: 1 day, 4:41:32, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.4078, top5_acc: 0.6504, loss_cls: 2.6575, loss: 2.6575, grad_norm: 1.6286 2020-08-02 09:06:26,166 - mmaction - INFO - Epoch [152][740/940] lr: 1.443e-01, eta: 1 day, 4:41:11, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6463, loss_cls: 2.7074, loss: 2.7074, grad_norm: 1.6725 2020-08-02 09:06:46,751 - mmaction - INFO - Epoch [152][760/940] lr: 1.443e-01, eta: 1 day, 4:40:50, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6496, loss_cls: 2.6934, loss: 2.6934, grad_norm: 1.6475 2020-08-02 09:07:07,740 - mmaction - INFO - Epoch [152][780/940] lr: 1.443e-01, eta: 1 day, 4:40:29, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6553, loss_cls: 2.6590, loss: 2.6590, grad_norm: 1.6758 2020-08-02 09:07:27,760 - mmaction - INFO - Epoch [152][800/940] lr: 1.443e-01, eta: 1 day, 4:40:07, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.3893, top5_acc: 0.6389, loss_cls: 2.7436, loss: 2.7436, grad_norm: 1.6505 2020-08-02 09:07:48,708 - mmaction - INFO - Epoch [152][820/940] lr: 1.443e-01, eta: 1 day, 4:39:46, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.4033, top5_acc: 0.6461, loss_cls: 2.7078, loss: 2.7078, grad_norm: 1.6399 2020-08-02 09:08:08,943 - mmaction - INFO - Epoch [152][840/940] lr: 1.443e-01, eta: 1 day, 4:39:24, time: 1.014, data_time: 0.003, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6654, loss_cls: 2.6343, loss: 2.6343, grad_norm: 1.6355 2020-08-02 09:08:29,415 - mmaction - INFO - Epoch [152][860/940] lr: 1.443e-01, eta: 1 day, 4:39:03, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.4023, top5_acc: 0.6568, loss_cls: 2.6886, loss: 2.6886, grad_norm: 1.6822 2020-08-02 09:08:49,863 - mmaction - INFO - Epoch [152][880/940] lr: 1.443e-01, eta: 1 day, 4:38:41, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4072, top5_acc: 0.6572, loss_cls: 2.6500, loss: 2.6500, grad_norm: 1.6272 2020-08-02 09:09:10,482 - mmaction - INFO - Epoch [152][900/940] lr: 1.443e-01, eta: 1 day, 4:38:20, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.3973, top5_acc: 0.6531, loss_cls: 2.6877, loss: 2.6877, grad_norm: 1.6548 2020-08-02 09:09:31,787 - mmaction - INFO - Epoch [152][920/940] lr: 1.443e-01, eta: 1 day, 4:37:59, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.3988, top5_acc: 0.6570, loss_cls: 2.6916, loss: 2.6916, grad_norm: 1.6178 2020-08-02 09:09:51,707 - mmaction - INFO - Epoch [152][940/940] lr: 1.443e-01, eta: 1 day, 4:37:37, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.3914, top5_acc: 0.6491, loss_cls: 2.7007, loss: 2.7007, grad_norm: 1.6801 2020-08-02 09:09:52,117 - mmaction - INFO - Saving checkpoint at 152 epochs 2020-08-02 09:10:33,992 - mmaction - INFO - Epoch [153][20/940] lr: 1.419e-01, eta: 1 day, 4:37:28, time: 1.983, data_time: 0.477, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6570, loss_cls: 2.6401, loss: 2.6401, grad_norm: 1.6357 2020-08-02 09:10:53,698 - mmaction - INFO - Epoch [153][40/940] lr: 1.419e-01, eta: 1 day, 4:37:06, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6494, loss_cls: 2.6862, loss: 2.6862, grad_norm: 1.6626 2020-08-02 09:11:14,232 - mmaction - INFO - Epoch [153][60/940] lr: 1.419e-01, eta: 1 day, 4:36:45, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6605, loss_cls: 2.6140, loss: 2.6140, grad_norm: 1.6170 2020-08-02 09:11:34,667 - mmaction - INFO - Epoch [153][80/940] lr: 1.419e-01, eta: 1 day, 4:36:23, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6676, loss_cls: 2.6176, loss: 2.6176, grad_norm: 1.6649 2020-08-02 09:11:54,405 - mmaction - INFO - Epoch [153][100/940] lr: 1.419e-01, eta: 1 day, 4:36:01, time: 0.986, data_time: 0.002, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6604, loss_cls: 2.6373, loss: 2.6373, grad_norm: 1.6506 2020-08-02 09:12:15,108 - mmaction - INFO - Epoch [153][120/940] lr: 1.419e-01, eta: 1 day, 4:35:40, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4201, top5_acc: 0.6600, loss_cls: 2.6333, loss: 2.6333, grad_norm: 1.6235 2020-08-02 09:12:35,405 - mmaction - INFO - Epoch [153][140/940] lr: 1.419e-01, eta: 1 day, 4:35:18, time: 1.016, data_time: 0.004, memory: 6199, top1_acc: 0.4162, top5_acc: 0.6672, loss_cls: 2.6016, loss: 2.6016, grad_norm: 1.6563 2020-08-02 09:12:55,894 - mmaction - INFO - Epoch [153][160/940] lr: 1.419e-01, eta: 1 day, 4:34:57, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6559, loss_cls: 2.6623, loss: 2.6623, grad_norm: 1.6621 2020-08-02 09:13:17,103 - mmaction - INFO - Epoch [153][180/940] lr: 1.419e-01, eta: 1 day, 4:34:36, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6602, loss_cls: 2.6425, loss: 2.6425, grad_norm: 1.6484 2020-08-02 09:13:37,573 - mmaction - INFO - Epoch [153][200/940] lr: 1.419e-01, eta: 1 day, 4:34:14, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6641, loss_cls: 2.6341, loss: 2.6341, grad_norm: 1.6562 2020-08-02 09:13:58,803 - mmaction - INFO - Epoch [153][220/940] lr: 1.419e-01, eta: 1 day, 4:33:54, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.4131, top5_acc: 0.6607, loss_cls: 2.6185, loss: 2.6185, grad_norm: 1.6356 2020-08-02 09:14:20,144 - mmaction - INFO - Epoch [153][240/940] lr: 1.419e-01, eta: 1 day, 4:33:33, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.4006, top5_acc: 0.6510, loss_cls: 2.7064, loss: 2.7064, grad_norm: 1.6707 2020-08-02 09:14:40,806 - mmaction - INFO - Epoch [153][260/940] lr: 1.419e-01, eta: 1 day, 4:33:11, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.4031, top5_acc: 0.6543, loss_cls: 2.7054, loss: 2.7054, grad_norm: 1.6662 2020-08-02 09:15:02,531 - mmaction - INFO - Epoch [153][280/940] lr: 1.419e-01, eta: 1 day, 4:32:51, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.4053, top5_acc: 0.6492, loss_cls: 2.7006, loss: 2.7006, grad_norm: 1.6649 2020-08-02 09:15:22,469 - mmaction - INFO - Epoch [153][300/940] lr: 1.419e-01, eta: 1 day, 4:32:29, time: 0.997, data_time: 0.003, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6566, loss_cls: 2.6563, loss: 2.6563, grad_norm: 1.6627 2020-08-02 09:15:44,006 - mmaction - INFO - Epoch [153][320/940] lr: 1.419e-01, eta: 1 day, 4:32:08, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.4152, top5_acc: 0.6637, loss_cls: 2.6276, loss: 2.6276, grad_norm: 1.6549 2020-08-02 09:16:04,336 - mmaction - INFO - Epoch [153][340/940] lr: 1.419e-01, eta: 1 day, 4:31:46, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4111, top5_acc: 0.6619, loss_cls: 2.6291, loss: 2.6291, grad_norm: 1.6468 2020-08-02 09:16:25,604 - mmaction - INFO - Epoch [153][360/940] lr: 1.419e-01, eta: 1 day, 4:31:25, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6588, loss_cls: 2.6324, loss: 2.6324, grad_norm: 1.6691 2020-08-02 09:16:46,529 - mmaction - INFO - Epoch [153][380/940] lr: 1.419e-01, eta: 1 day, 4:31:04, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6500, loss_cls: 2.6986, loss: 2.6986, grad_norm: 1.6664 2020-08-02 09:17:07,426 - mmaction - INFO - Epoch [153][400/940] lr: 1.419e-01, eta: 1 day, 4:30:43, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.4053, top5_acc: 0.6463, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6579 2020-08-02 09:17:28,418 - mmaction - INFO - Epoch [153][420/940] lr: 1.419e-01, eta: 1 day, 4:30:22, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6480, loss_cls: 2.6807, loss: 2.6807, grad_norm: 1.6478 2020-08-02 09:17:48,998 - mmaction - INFO - Epoch [153][440/940] lr: 1.419e-01, eta: 1 day, 4:30:00, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.4033, top5_acc: 0.6600, loss_cls: 2.6506, loss: 2.6506, grad_norm: 1.6677 2020-08-02 09:18:08,765 - mmaction - INFO - Epoch [153][460/940] lr: 1.419e-01, eta: 1 day, 4:29:38, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6625, loss_cls: 2.6598, loss: 2.6598, grad_norm: 1.6484 2020-08-02 09:18:29,833 - mmaction - INFO - Epoch [153][480/940] lr: 1.419e-01, eta: 1 day, 4:29:17, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6617, loss_cls: 2.6623, loss: 2.6623, grad_norm: 1.6416 2020-08-02 09:18:50,730 - mmaction - INFO - Epoch [153][500/940] lr: 1.419e-01, eta: 1 day, 4:28:56, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6545, loss_cls: 2.6743, loss: 2.6743, grad_norm: 1.6291 2020-08-02 09:19:11,276 - mmaction - INFO - Epoch [153][520/940] lr: 1.419e-01, eta: 1 day, 4:28:35, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6557, loss_cls: 2.6377, loss: 2.6377, grad_norm: 1.6664 2020-08-02 09:19:32,940 - mmaction - INFO - Epoch [153][540/940] lr: 1.419e-01, eta: 1 day, 4:28:14, time: 1.085, data_time: 0.006, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6590, loss_cls: 2.6737, loss: 2.6737, grad_norm: 1.6815 2020-08-02 09:19:54,328 - mmaction - INFO - Epoch [153][560/940] lr: 1.419e-01, eta: 1 day, 4:27:53, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.4072, top5_acc: 0.6492, loss_cls: 2.6740, loss: 2.6740, grad_norm: 1.6705 2020-08-02 09:20:15,837 - mmaction - INFO - Epoch [153][580/940] lr: 1.419e-01, eta: 1 day, 4:27:32, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3975, top5_acc: 0.6457, loss_cls: 2.6977, loss: 2.6977, grad_norm: 1.6934 2020-08-02 09:20:37,188 - mmaction - INFO - Epoch [153][600/940] lr: 1.419e-01, eta: 1 day, 4:27:11, time: 1.074, data_time: 0.012, memory: 6199, top1_acc: 0.4033, top5_acc: 0.6576, loss_cls: 2.6642, loss: 2.6642, grad_norm: 1.6830 2020-08-02 09:20:57,890 - mmaction - INFO - Epoch [153][620/940] lr: 1.419e-01, eta: 1 day, 4:26:50, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6529, loss_cls: 2.6709, loss: 2.6709, grad_norm: 1.6682 2020-08-02 09:21:18,580 - mmaction - INFO - Epoch [153][640/940] lr: 1.419e-01, eta: 1 day, 4:26:29, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6543, loss_cls: 2.6499, loss: 2.6499, grad_norm: 1.6570 2020-08-02 09:21:39,251 - mmaction - INFO - Epoch [153][660/940] lr: 1.419e-01, eta: 1 day, 4:26:07, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6537, loss_cls: 2.6698, loss: 2.6698, grad_norm: 1.6587 2020-08-02 09:21:59,447 - mmaction - INFO - Epoch [153][680/940] lr: 1.419e-01, eta: 1 day, 4:25:46, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6543, loss_cls: 2.6947, loss: 2.6947, grad_norm: 1.7050 2020-08-02 09:22:20,545 - mmaction - INFO - Epoch [153][700/940] lr: 1.419e-01, eta: 1 day, 4:25:24, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.3881, top5_acc: 0.6467, loss_cls: 2.7144, loss: 2.7144, grad_norm: 1.6913 2020-08-02 09:22:41,039 - mmaction - INFO - Epoch [153][720/940] lr: 1.419e-01, eta: 1 day, 4:25:03, time: 1.027, data_time: 0.010, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6598, loss_cls: 2.6520, loss: 2.6520, grad_norm: 1.6252 2020-08-02 09:23:02,818 - mmaction - INFO - Epoch [153][740/940] lr: 1.419e-01, eta: 1 day, 4:24:42, time: 1.087, data_time: 0.009, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6521, loss_cls: 2.6568, loss: 2.6568, grad_norm: 1.6549 2020-08-02 09:23:23,654 - mmaction - INFO - Epoch [153][760/940] lr: 1.419e-01, eta: 1 day, 4:24:21, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6570, loss_cls: 2.6702, loss: 2.6702, grad_norm: 1.6468 2020-08-02 09:23:44,288 - mmaction - INFO - Epoch [153][780/940] lr: 1.419e-01, eta: 1 day, 4:24:00, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6559, loss_cls: 2.6674, loss: 2.6674, grad_norm: 1.6807 2020-08-02 09:24:05,674 - mmaction - INFO - Epoch [153][800/940] lr: 1.419e-01, eta: 1 day, 4:23:39, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.3863, top5_acc: 0.6420, loss_cls: 2.7306, loss: 2.7306, grad_norm: 1.6420 2020-08-02 09:24:26,655 - mmaction - INFO - Epoch [153][820/940] lr: 1.419e-01, eta: 1 day, 4:23:18, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6562, loss_cls: 2.6568, loss: 2.6568, grad_norm: 1.6740 2020-08-02 09:24:46,352 - mmaction - INFO - Epoch [153][840/940] lr: 1.419e-01, eta: 1 day, 4:22:56, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.3832, top5_acc: 0.6355, loss_cls: 2.7581, loss: 2.7581, grad_norm: 1.6870 2020-08-02 09:25:07,605 - mmaction - INFO - Epoch [153][860/940] lr: 1.419e-01, eta: 1 day, 4:22:35, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6627, loss_cls: 2.6419, loss: 2.6419, grad_norm: 1.6657 2020-08-02 09:25:28,248 - mmaction - INFO - Epoch [153][880/940] lr: 1.419e-01, eta: 1 day, 4:22:13, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.4098, top5_acc: 0.6471, loss_cls: 2.6912, loss: 2.6912, grad_norm: 1.6383 2020-08-02 09:25:49,197 - mmaction - INFO - Epoch [153][900/940] lr: 1.419e-01, eta: 1 day, 4:21:52, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6553, loss_cls: 2.6785, loss: 2.6785, grad_norm: 1.6590 2020-08-02 09:26:09,668 - mmaction - INFO - Epoch [153][920/940] lr: 1.419e-01, eta: 1 day, 4:21:31, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.3982, top5_acc: 0.6512, loss_cls: 2.7074, loss: 2.7074, grad_norm: 1.6384 2020-08-02 09:26:30,260 - mmaction - INFO - Epoch [153][940/940] lr: 1.419e-01, eta: 1 day, 4:21:09, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4121, top5_acc: 0.6518, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.6465 2020-08-02 09:27:00,581 - mmaction - INFO - Epoch [154][20/940] lr: 1.396e-01, eta: 1 day, 4:20:54, time: 1.502, data_time: 0.473, memory: 6199, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.6704 2020-08-02 09:27:21,135 - mmaction - INFO - Epoch [154][40/940] lr: 1.396e-01, eta: 1 day, 4:20:33, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4164, top5_acc: 0.6568, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.6696 2020-08-02 09:27:40,943 - mmaction - INFO - Epoch [154][60/940] lr: 1.396e-01, eta: 1 day, 4:20:11, time: 0.990, data_time: 0.005, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6555, loss_cls: 2.6701, loss: 2.6701, grad_norm: 1.6578 2020-08-02 09:28:00,867 - mmaction - INFO - Epoch [154][80/940] lr: 1.396e-01, eta: 1 day, 4:19:49, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6598, loss_cls: 2.6278, loss: 2.6278, grad_norm: 1.6725 2020-08-02 09:28:21,554 - mmaction - INFO - Epoch [154][100/940] lr: 1.396e-01, eta: 1 day, 4:19:28, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6648, loss_cls: 2.6149, loss: 2.6149, grad_norm: 1.6169 2020-08-02 09:28:42,314 - mmaction - INFO - Epoch [154][120/940] lr: 1.396e-01, eta: 1 day, 4:19:06, time: 1.040, data_time: 0.010, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6645, loss_cls: 2.6344, loss: 2.6344, grad_norm: 1.6536 2020-08-02 09:29:02,975 - mmaction - INFO - Epoch [154][140/940] lr: 1.396e-01, eta: 1 day, 4:18:45, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.4168, top5_acc: 0.6637, loss_cls: 2.6003, loss: 2.6003, grad_norm: 1.6827 2020-08-02 09:29:23,486 - mmaction - INFO - Epoch [154][160/940] lr: 1.396e-01, eta: 1 day, 4:18:23, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4072, top5_acc: 0.6607, loss_cls: 2.6404, loss: 2.6404, grad_norm: 1.7048 2020-08-02 09:29:44,593 - mmaction - INFO - Epoch [154][180/940] lr: 1.396e-01, eta: 1 day, 4:18:02, time: 1.051, data_time: 0.005, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6484, loss_cls: 2.6806, loss: 2.6806, grad_norm: 1.6366 2020-08-02 09:30:06,362 - mmaction - INFO - Epoch [154][200/940] lr: 1.396e-01, eta: 1 day, 4:17:42, time: 1.092, data_time: 0.007, memory: 6199, top1_acc: 0.4248, top5_acc: 0.6605, loss_cls: 2.6297, loss: 2.6297, grad_norm: 1.6554 2020-08-02 09:30:26,237 - mmaction - INFO - Epoch [154][220/940] lr: 1.396e-01, eta: 1 day, 4:17:20, time: 0.994, data_time: 0.002, memory: 6199, top1_acc: 0.4238, top5_acc: 0.6699, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.6481 2020-08-02 09:30:46,161 - mmaction - INFO - Epoch [154][240/940] lr: 1.396e-01, eta: 1 day, 4:16:58, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.4139, top5_acc: 0.6543, loss_cls: 2.6712, loss: 2.6712, grad_norm: 1.6651 2020-08-02 09:31:08,374 - mmaction - INFO - Epoch [154][260/940] lr: 1.396e-01, eta: 1 day, 4:16:38, time: 1.114, data_time: 0.008, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6650, loss_cls: 2.6052, loss: 2.6052, grad_norm: 1.6703 2020-08-02 09:31:29,630 - mmaction - INFO - Epoch [154][280/940] lr: 1.396e-01, eta: 1 day, 4:16:17, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.4279, top5_acc: 0.6715, loss_cls: 2.5766, loss: 2.5766, grad_norm: 1.6586 2020-08-02 09:31:50,669 - mmaction - INFO - Epoch [154][300/940] lr: 1.396e-01, eta: 1 day, 4:15:56, time: 1.057, data_time: 0.010, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6686, loss_cls: 2.6106, loss: 2.6106, grad_norm: 1.6591 2020-08-02 09:32:12,023 - mmaction - INFO - Epoch [154][320/940] lr: 1.396e-01, eta: 1 day, 4:15:35, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.3918, top5_acc: 0.6479, loss_cls: 2.7224, loss: 2.7224, grad_norm: 1.6863 2020-08-02 09:32:32,567 - mmaction - INFO - Epoch [154][340/940] lr: 1.396e-01, eta: 1 day, 4:15:13, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.3965, top5_acc: 0.6434, loss_cls: 2.6985, loss: 2.6985, grad_norm: 1.6864 2020-08-02 09:32:53,523 - mmaction - INFO - Epoch [154][360/940] lr: 1.396e-01, eta: 1 day, 4:14:52, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.6637, loss: 2.6637, grad_norm: 1.6676 2020-08-02 09:33:14,319 - mmaction - INFO - Epoch [154][380/940] lr: 1.396e-01, eta: 1 day, 4:14:31, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.4107, top5_acc: 0.6529, loss_cls: 2.6734, loss: 2.6734, grad_norm: 1.6708 2020-08-02 09:33:35,474 - mmaction - INFO - Epoch [154][400/940] lr: 1.396e-01, eta: 1 day, 4:14:10, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.4098, top5_acc: 0.6666, loss_cls: 2.6023, loss: 2.6023, grad_norm: 1.6617 2020-08-02 09:33:55,686 - mmaction - INFO - Epoch [154][420/940] lr: 1.396e-01, eta: 1 day, 4:13:48, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6643, loss: 2.6643, grad_norm: 1.6425 2020-08-02 09:34:17,373 - mmaction - INFO - Epoch [154][440/940] lr: 1.396e-01, eta: 1 day, 4:13:27, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.4062, top5_acc: 0.6574, loss_cls: 2.6604, loss: 2.6604, grad_norm: 1.7146 2020-08-02 09:34:39,031 - mmaction - INFO - Epoch [154][460/940] lr: 1.396e-01, eta: 1 day, 4:13:07, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6561, loss_cls: 2.6434, loss: 2.6434, grad_norm: 1.6733 2020-08-02 09:34:59,310 - mmaction - INFO - Epoch [154][480/940] lr: 1.396e-01, eta: 1 day, 4:12:45, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6721, loss: 2.6721, grad_norm: 1.6728 2020-08-02 09:35:21,064 - mmaction - INFO - Epoch [154][500/940] lr: 1.396e-01, eta: 1 day, 4:12:24, time: 1.089, data_time: 0.004, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6584, loss_cls: 2.6552, loss: 2.6552, grad_norm: 1.6490 2020-08-02 09:35:41,805 - mmaction - INFO - Epoch [154][520/940] lr: 1.396e-01, eta: 1 day, 4:12:03, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3971, top5_acc: 0.6521, loss_cls: 2.7086, loss: 2.7086, grad_norm: 1.6925 2020-08-02 09:36:02,910 - mmaction - INFO - Epoch [154][540/940] lr: 1.396e-01, eta: 1 day, 4:11:42, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.4016, top5_acc: 0.6551, loss_cls: 2.6909, loss: 2.6909, grad_norm: 1.6517 2020-08-02 09:36:23,444 - mmaction - INFO - Epoch [154][560/940] lr: 1.396e-01, eta: 1 day, 4:11:21, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6566, loss_cls: 2.6551, loss: 2.6551, grad_norm: 1.6707 2020-08-02 09:36:44,251 - mmaction - INFO - Epoch [154][580/940] lr: 1.396e-01, eta: 1 day, 4:10:59, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.4021, top5_acc: 0.6447, loss_cls: 2.6987, loss: 2.6987, grad_norm: 1.6845 2020-08-02 09:37:05,042 - mmaction - INFO - Epoch [154][600/940] lr: 1.396e-01, eta: 1 day, 4:10:38, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6445, loss_cls: 2.6898, loss: 2.6898, grad_norm: 1.6767 2020-08-02 09:37:25,356 - mmaction - INFO - Epoch [154][620/940] lr: 1.396e-01, eta: 1 day, 4:10:16, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6523, loss_cls: 2.6778, loss: 2.6778, grad_norm: 1.6427 2020-08-02 09:37:46,195 - mmaction - INFO - Epoch [154][640/940] lr: 1.396e-01, eta: 1 day, 4:09:55, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6525, loss_cls: 2.6721, loss: 2.6721, grad_norm: 1.7016 2020-08-02 09:38:06,577 - mmaction - INFO - Epoch [154][660/940] lr: 1.396e-01, eta: 1 day, 4:09:34, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4012, top5_acc: 0.6551, loss_cls: 2.6713, loss: 2.6713, grad_norm: 1.6722 2020-08-02 09:38:27,938 - mmaction - INFO - Epoch [154][680/940] lr: 1.396e-01, eta: 1 day, 4:09:13, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6641, loss_cls: 2.6420, loss: 2.6420, grad_norm: 1.6517 2020-08-02 09:38:48,915 - mmaction - INFO - Epoch [154][700/940] lr: 1.396e-01, eta: 1 day, 4:08:52, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4047, top5_acc: 0.6533, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.6739 2020-08-02 09:39:09,223 - mmaction - INFO - Epoch [154][720/940] lr: 1.396e-01, eta: 1 day, 4:08:30, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4002, top5_acc: 0.6590, loss_cls: 2.6497, loss: 2.6497, grad_norm: 1.6588 2020-08-02 09:39:30,516 - mmaction - INFO - Epoch [154][740/940] lr: 1.396e-01, eta: 1 day, 4:08:09, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6547, loss_cls: 2.6833, loss: 2.6833, grad_norm: 1.7081 2020-08-02 09:39:52,446 - mmaction - INFO - Epoch [154][760/940] lr: 1.396e-01, eta: 1 day, 4:07:48, time: 1.094, data_time: 0.007, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6475, loss_cls: 2.7013, loss: 2.7013, grad_norm: 1.6978 2020-08-02 09:40:12,015 - mmaction - INFO - Epoch [154][780/940] lr: 1.396e-01, eta: 1 day, 4:07:26, time: 0.980, data_time: 0.008, memory: 6199, top1_acc: 0.4043, top5_acc: 0.6445, loss_cls: 2.6890, loss: 2.6890, grad_norm: 1.6418 2020-08-02 09:40:33,199 - mmaction - INFO - Epoch [154][800/940] lr: 1.396e-01, eta: 1 day, 4:07:05, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.4076, top5_acc: 0.6477, loss_cls: 2.6862, loss: 2.6862, grad_norm: 1.6671 2020-08-02 09:40:54,166 - mmaction - INFO - Epoch [154][820/940] lr: 1.396e-01, eta: 1 day, 4:06:44, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.4121, top5_acc: 0.6547, loss_cls: 2.6696, loss: 2.6696, grad_norm: 1.6848 2020-08-02 09:41:16,291 - mmaction - INFO - Epoch [154][840/940] lr: 1.396e-01, eta: 1 day, 4:06:24, time: 1.108, data_time: 0.009, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6527, loss_cls: 2.6679, loss: 2.6679, grad_norm: 1.6464 2020-08-02 09:41:36,901 - mmaction - INFO - Epoch [154][860/940] lr: 1.396e-01, eta: 1 day, 4:06:02, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6539, loss_cls: 2.6757, loss: 2.6757, grad_norm: 1.6869 2020-08-02 09:41:57,398 - mmaction - INFO - Epoch [154][880/940] lr: 1.396e-01, eta: 1 day, 4:05:41, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6584, loss_cls: 2.6588, loss: 2.6588, grad_norm: 1.7031 2020-08-02 09:42:18,114 - mmaction - INFO - Epoch [154][900/940] lr: 1.396e-01, eta: 1 day, 4:05:20, time: 1.036, data_time: 0.010, memory: 6199, top1_acc: 0.4062, top5_acc: 0.6459, loss_cls: 2.6978, loss: 2.6978, grad_norm: 1.6468 2020-08-02 09:42:39,383 - mmaction - INFO - Epoch [154][920/940] lr: 1.396e-01, eta: 1 day, 4:04:59, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.3984, top5_acc: 0.6473, loss_cls: 2.6913, loss: 2.6913, grad_norm: 1.6803 2020-08-02 09:42:58,301 - mmaction - INFO - Epoch [154][940/940] lr: 1.396e-01, eta: 1 day, 4:04:36, time: 0.947, data_time: 0.007, memory: 6199, top1_acc: 0.4000, top5_acc: 0.6530, loss_cls: 2.6700, loss: 2.6700, grad_norm: 1.6822 2020-08-02 09:43:29,501 - mmaction - INFO - Epoch [155][20/940] lr: 1.373e-01, eta: 1 day, 4:04:21, time: 1.542, data_time: 0.514, memory: 6199, top1_acc: 0.4047, top5_acc: 0.6562, loss_cls: 2.6588, loss: 2.6588, grad_norm: 1.6811 2020-08-02 09:43:50,051 - mmaction - INFO - Epoch [155][40/940] lr: 1.373e-01, eta: 1 day, 4:04:00, time: 1.028, data_time: 0.011, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6617, loss_cls: 2.5952, loss: 2.5952, grad_norm: 1.6335 2020-08-02 09:44:10,422 - mmaction - INFO - Epoch [155][60/940] lr: 1.373e-01, eta: 1 day, 4:03:39, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6607, loss_cls: 2.6362, loss: 2.6362, grad_norm: 1.7100 2020-08-02 09:44:31,702 - mmaction - INFO - Epoch [155][80/940] lr: 1.373e-01, eta: 1 day, 4:03:18, time: 1.064, data_time: 0.003, memory: 6199, top1_acc: 0.4230, top5_acc: 0.6658, loss_cls: 2.5912, loss: 2.5912, grad_norm: 1.6561 2020-08-02 09:44:52,989 - mmaction - INFO - Epoch [155][100/940] lr: 1.373e-01, eta: 1 day, 4:02:57, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6617, loss_cls: 2.5983, loss: 2.5983, grad_norm: 1.6961 2020-08-02 09:45:14,121 - mmaction - INFO - Epoch [155][120/940] lr: 1.373e-01, eta: 1 day, 4:02:36, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.4102, top5_acc: 0.6676, loss_cls: 2.6160, loss: 2.6160, grad_norm: 1.6687 2020-08-02 09:45:35,268 - mmaction - INFO - Epoch [155][140/940] lr: 1.373e-01, eta: 1 day, 4:02:14, time: 1.055, data_time: 0.010, memory: 6199, top1_acc: 0.3924, top5_acc: 0.6611, loss_cls: 2.6823, loss: 2.6823, grad_norm: 1.6488 2020-08-02 09:45:55,657 - mmaction - INFO - Epoch [155][160/940] lr: 1.373e-01, eta: 1 day, 4:01:53, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6490, loss_cls: 2.6841, loss: 2.6841, grad_norm: 1.6643 2020-08-02 09:46:16,029 - mmaction - INFO - Epoch [155][180/940] lr: 1.373e-01, eta: 1 day, 4:01:31, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4211, top5_acc: 0.6668, loss_cls: 2.5970, loss: 2.5970, grad_norm: 1.6557 2020-08-02 09:46:37,561 - mmaction - INFO - Epoch [155][200/940] lr: 1.373e-01, eta: 1 day, 4:01:11, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.4090, top5_acc: 0.6664, loss_cls: 2.6312, loss: 2.6312, grad_norm: 1.6807 2020-08-02 09:46:58,028 - mmaction - INFO - Epoch [155][220/940] lr: 1.373e-01, eta: 1 day, 4:00:49, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6611, loss_cls: 2.6404, loss: 2.6404, grad_norm: 1.6519 2020-08-02 09:47:19,200 - mmaction - INFO - Epoch [155][240/940] lr: 1.373e-01, eta: 1 day, 4:00:28, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6637, loss_cls: 2.6336, loss: 2.6336, grad_norm: 1.6975 2020-08-02 09:47:40,306 - mmaction - INFO - Epoch [155][260/940] lr: 1.373e-01, eta: 1 day, 4:00:07, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.4166, top5_acc: 0.6699, loss_cls: 2.6294, loss: 2.6294, grad_norm: 1.7134 2020-08-02 09:48:00,793 - mmaction - INFO - Epoch [155][280/940] lr: 1.373e-01, eta: 1 day, 3:59:46, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4111, top5_acc: 0.6664, loss_cls: 2.6380, loss: 2.6380, grad_norm: 1.6678 2020-08-02 09:48:20,625 - mmaction - INFO - Epoch [155][300/940] lr: 1.373e-01, eta: 1 day, 3:59:24, time: 0.992, data_time: 0.004, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6680, loss_cls: 2.6060, loss: 2.6060, grad_norm: 1.6330 2020-08-02 09:48:41,334 - mmaction - INFO - Epoch [155][320/940] lr: 1.373e-01, eta: 1 day, 3:59:02, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6541, loss_cls: 2.6530, loss: 2.6530, grad_norm: 1.6655 2020-08-02 09:49:03,177 - mmaction - INFO - Epoch [155][340/940] lr: 1.373e-01, eta: 1 day, 3:58:42, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6648, loss: 2.6648, grad_norm: 1.6676 2020-08-02 09:49:23,778 - mmaction - INFO - Epoch [155][360/940] lr: 1.373e-01, eta: 1 day, 3:58:20, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6561, loss_cls: 2.6589, loss: 2.6589, grad_norm: 1.6554 2020-08-02 09:49:44,667 - mmaction - INFO - Epoch [155][380/940] lr: 1.373e-01, eta: 1 day, 3:57:59, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.4031, top5_acc: 0.6494, loss_cls: 2.7005, loss: 2.7005, grad_norm: 1.6793 2020-08-02 09:50:05,852 - mmaction - INFO - Epoch [155][400/940] lr: 1.373e-01, eta: 1 day, 3:57:38, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.4131, top5_acc: 0.6533, loss_cls: 2.6284, loss: 2.6284, grad_norm: 1.6830 2020-08-02 09:50:26,707 - mmaction - INFO - Epoch [155][420/940] lr: 1.373e-01, eta: 1 day, 3:57:17, time: 1.042, data_time: 0.003, memory: 6199, top1_acc: 0.4076, top5_acc: 0.6543, loss_cls: 2.6826, loss: 2.6826, grad_norm: 1.6706 2020-08-02 09:50:48,043 - mmaction - INFO - Epoch [155][440/940] lr: 1.373e-01, eta: 1 day, 3:56:56, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.4078, top5_acc: 0.6537, loss_cls: 2.6469, loss: 2.6469, grad_norm: 1.6682 2020-08-02 09:51:09,738 - mmaction - INFO - Epoch [155][460/940] lr: 1.373e-01, eta: 1 day, 3:56:35, time: 1.083, data_time: 0.005, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6541, loss_cls: 2.6667, loss: 2.6667, grad_norm: 1.6742 2020-08-02 09:51:30,506 - mmaction - INFO - Epoch [155][480/940] lr: 1.373e-01, eta: 1 day, 3:56:14, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.4135, top5_acc: 0.6611, loss_cls: 2.6205, loss: 2.6205, grad_norm: 1.6748 2020-08-02 09:51:51,016 - mmaction - INFO - Epoch [155][500/940] lr: 1.373e-01, eta: 1 day, 3:55:52, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6670, loss_cls: 2.6226, loss: 2.6226, grad_norm: 1.6695 2020-08-02 09:52:12,253 - mmaction - INFO - Epoch [155][520/940] lr: 1.373e-01, eta: 1 day, 3:55:31, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.4105, top5_acc: 0.6664, loss_cls: 2.6144, loss: 2.6144, grad_norm: 1.6473 2020-08-02 09:52:33,107 - mmaction - INFO - Epoch [155][540/940] lr: 1.373e-01, eta: 1 day, 3:55:10, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6609, loss_cls: 2.6510, loss: 2.6510, grad_norm: 1.6887 2020-08-02 09:52:54,360 - mmaction - INFO - Epoch [155][560/940] lr: 1.373e-01, eta: 1 day, 3:54:49, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6590, loss_cls: 2.6542, loss: 2.6542, grad_norm: 1.6683 2020-08-02 09:53:14,935 - mmaction - INFO - Epoch [155][580/940] lr: 1.373e-01, eta: 1 day, 3:54:28, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6260, loss: 2.6260, grad_norm: 1.6700 2020-08-02 09:53:36,035 - mmaction - INFO - Epoch [155][600/940] lr: 1.373e-01, eta: 1 day, 3:54:07, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.4096, top5_acc: 0.6576, loss_cls: 2.6814, loss: 2.6814, grad_norm: 1.6650 2020-08-02 09:53:56,759 - mmaction - INFO - Epoch [155][620/940] lr: 1.373e-01, eta: 1 day, 3:53:45, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.3842, top5_acc: 0.6428, loss_cls: 2.7456, loss: 2.7456, grad_norm: 1.6889 2020-08-02 09:54:17,568 - mmaction - INFO - Epoch [155][640/940] lr: 1.373e-01, eta: 1 day, 3:53:24, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6502, loss_cls: 2.6927, loss: 2.6927, grad_norm: 1.6626 2020-08-02 09:54:37,898 - mmaction - INFO - Epoch [155][660/940] lr: 1.373e-01, eta: 1 day, 3:53:03, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4133, top5_acc: 0.6529, loss_cls: 2.6717, loss: 2.6717, grad_norm: 1.6626 2020-08-02 09:54:58,637 - mmaction - INFO - Epoch [155][680/940] lr: 1.373e-01, eta: 1 day, 3:52:41, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.4033, top5_acc: 0.6438, loss_cls: 2.7115, loss: 2.7115, grad_norm: 1.6709 2020-08-02 09:55:20,008 - mmaction - INFO - Epoch [155][700/940] lr: 1.373e-01, eta: 1 day, 3:52:20, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6580, loss_cls: 2.6396, loss: 2.6396, grad_norm: 1.6910 2020-08-02 09:55:41,032 - mmaction - INFO - Epoch [155][720/940] lr: 1.373e-01, eta: 1 day, 3:51:59, time: 1.050, data_time: 0.004, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6535, loss_cls: 2.6646, loss: 2.6646, grad_norm: 1.7204 2020-08-02 09:56:01,471 - mmaction - INFO - Epoch [155][740/940] lr: 1.373e-01, eta: 1 day, 3:51:38, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6582, loss_cls: 2.6360, loss: 2.6360, grad_norm: 1.6734 2020-08-02 09:56:21,847 - mmaction - INFO - Epoch [155][760/940] lr: 1.373e-01, eta: 1 day, 3:51:16, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4090, top5_acc: 0.6590, loss_cls: 2.6326, loss: 2.6326, grad_norm: 1.6629 2020-08-02 09:56:42,424 - mmaction - INFO - Epoch [155][780/940] lr: 1.373e-01, eta: 1 day, 3:50:55, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.3961, top5_acc: 0.6494, loss_cls: 2.7214, loss: 2.7214, grad_norm: 1.6684 2020-08-02 09:57:03,049 - mmaction - INFO - Epoch [155][800/940] lr: 1.373e-01, eta: 1 day, 3:50:33, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6566, loss_cls: 2.6411, loss: 2.6411, grad_norm: 1.6566 2020-08-02 09:57:23,320 - mmaction - INFO - Epoch [155][820/940] lr: 1.373e-01, eta: 1 day, 3:50:12, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6613, loss_cls: 2.6186, loss: 2.6186, grad_norm: 1.6687 2020-08-02 09:57:43,773 - mmaction - INFO - Epoch [155][840/940] lr: 1.373e-01, eta: 1 day, 3:49:50, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6590, loss_cls: 2.6136, loss: 2.6136, grad_norm: 1.6515 2020-08-02 09:58:03,589 - mmaction - INFO - Epoch [155][860/940] lr: 1.373e-01, eta: 1 day, 3:49:28, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6502, loss_cls: 2.6789, loss: 2.6789, grad_norm: 1.6634 2020-08-02 09:58:23,928 - mmaction - INFO - Epoch [155][880/940] lr: 1.373e-01, eta: 1 day, 3:49:07, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6500, loss_cls: 2.6651, loss: 2.6651, grad_norm: 1.6539 2020-08-02 09:58:44,654 - mmaction - INFO - Epoch [155][900/940] lr: 1.373e-01, eta: 1 day, 3:48:46, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4135, top5_acc: 0.6633, loss_cls: 2.6224, loss: 2.6224, grad_norm: 1.6571 2020-08-02 09:59:05,215 - mmaction - INFO - Epoch [155][920/940] lr: 1.373e-01, eta: 1 day, 3:48:24, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6541, loss_cls: 2.6478, loss: 2.6478, grad_norm: 1.6747 2020-08-02 09:59:24,868 - mmaction - INFO - Epoch [155][940/940] lr: 1.373e-01, eta: 1 day, 3:48:02, time: 0.980, data_time: 0.005, memory: 6199, top1_acc: 0.4075, top5_acc: 0.6522, loss_cls: 2.6714, loss: 2.6714, grad_norm: 1.6838 2020-08-02 09:59:55,258 - mmaction - INFO - Epoch [156][20/940] lr: 1.349e-01, eta: 1 day, 3:47:47, time: 1.505, data_time: 0.492, memory: 6199, top1_acc: 0.4178, top5_acc: 0.6594, loss_cls: 2.6167, loss: 2.6167, grad_norm: 1.6590 2020-08-02 10:00:19,990 - mmaction - INFO - Epoch [156][40/940] lr: 1.349e-01, eta: 1 day, 3:47:28, time: 1.229, data_time: 0.008, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6561, loss_cls: 2.6618, loss: 2.6618, grad_norm: 1.6888 2020-08-02 10:00:40,228 - mmaction - INFO - Epoch [156][60/940] lr: 1.349e-01, eta: 1 day, 3:47:06, time: 1.017, data_time: 0.020, memory: 6199, top1_acc: 0.4283, top5_acc: 0.6752, loss_cls: 2.5571, loss: 2.5571, grad_norm: 1.6797 2020-08-02 10:01:00,728 - mmaction - INFO - Epoch [156][80/940] lr: 1.349e-01, eta: 1 day, 3:46:45, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.4156, top5_acc: 0.6584, loss_cls: 2.6367, loss: 2.6367, grad_norm: 1.7080 2020-08-02 10:01:22,728 - mmaction - INFO - Epoch [156][100/940] lr: 1.349e-01, eta: 1 day, 3:46:25, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.4121, top5_acc: 0.6547, loss_cls: 2.6719, loss: 2.6719, grad_norm: 1.7230 2020-08-02 10:01:43,639 - mmaction - INFO - Epoch [156][120/940] lr: 1.349e-01, eta: 1 day, 3:46:03, time: 1.045, data_time: 0.010, memory: 6199, top1_acc: 0.4062, top5_acc: 0.6498, loss_cls: 2.6761, loss: 2.6761, grad_norm: 1.6747 2020-08-02 10:02:04,665 - mmaction - INFO - Epoch [156][140/940] lr: 1.349e-01, eta: 1 day, 3:45:42, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6627, loss_cls: 2.6364, loss: 2.6364, grad_norm: 1.7019 2020-08-02 10:02:25,272 - mmaction - INFO - Epoch [156][160/940] lr: 1.349e-01, eta: 1 day, 3:45:21, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4090, top5_acc: 0.6568, loss_cls: 2.6599, loss: 2.6599, grad_norm: 1.6958 2020-08-02 10:02:46,905 - mmaction - INFO - Epoch [156][180/940] lr: 1.349e-01, eta: 1 day, 3:45:00, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6588, loss_cls: 2.6494, loss: 2.6494, grad_norm: 1.7016 2020-08-02 10:03:07,402 - mmaction - INFO - Epoch [156][200/940] lr: 1.349e-01, eta: 1 day, 3:44:39, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6682, loss_cls: 2.5789, loss: 2.5789, grad_norm: 1.6688 2020-08-02 10:03:28,002 - mmaction - INFO - Epoch [156][220/940] lr: 1.349e-01, eta: 1 day, 3:44:17, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6600, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.6852 2020-08-02 10:03:48,081 - mmaction - INFO - Epoch [156][240/940] lr: 1.349e-01, eta: 1 day, 3:43:56, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6604, loss_cls: 2.6573, loss: 2.6573, grad_norm: 1.6851 2020-08-02 10:04:08,063 - mmaction - INFO - Epoch [156][260/940] lr: 1.349e-01, eta: 1 day, 3:43:34, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6600, loss_cls: 2.6169, loss: 2.6169, grad_norm: 1.6578 2020-08-02 10:04:28,848 - mmaction - INFO - Epoch [156][280/940] lr: 1.349e-01, eta: 1 day, 3:43:12, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6344, loss: 2.6344, grad_norm: 1.6890 2020-08-02 10:04:49,592 - mmaction - INFO - Epoch [156][300/940] lr: 1.349e-01, eta: 1 day, 3:42:51, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6629, loss_cls: 2.6231, loss: 2.6231, grad_norm: 1.6726 2020-08-02 10:05:10,216 - mmaction - INFO - Epoch [156][320/940] lr: 1.349e-01, eta: 1 day, 3:42:30, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6549, loss_cls: 2.6644, loss: 2.6644, grad_norm: 1.7012 2020-08-02 10:05:30,894 - mmaction - INFO - Epoch [156][340/940] lr: 1.349e-01, eta: 1 day, 3:42:08, time: 1.033, data_time: 0.003, memory: 6199, top1_acc: 0.4016, top5_acc: 0.6602, loss_cls: 2.6779, loss: 2.6779, grad_norm: 1.7032 2020-08-02 10:05:51,595 - mmaction - INFO - Epoch [156][360/940] lr: 1.349e-01, eta: 1 day, 3:41:47, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6699, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.6664 2020-08-02 10:06:11,673 - mmaction - INFO - Epoch [156][380/940] lr: 1.349e-01, eta: 1 day, 3:41:25, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4115, top5_acc: 0.6627, loss_cls: 2.6234, loss: 2.6234, grad_norm: 1.6943 2020-08-02 10:06:32,892 - mmaction - INFO - Epoch [156][400/940] lr: 1.349e-01, eta: 1 day, 3:41:04, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.4016, top5_acc: 0.6557, loss_cls: 2.6516, loss: 2.6516, grad_norm: 1.6880 2020-08-02 10:06:54,933 - mmaction - INFO - Epoch [156][420/940] lr: 1.349e-01, eta: 1 day, 3:40:44, time: 1.099, data_time: 0.008, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6600, loss_cls: 2.6182, loss: 2.6182, grad_norm: 1.6943 2020-08-02 10:07:15,403 - mmaction - INFO - Epoch [156][440/940] lr: 1.349e-01, eta: 1 day, 3:40:22, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.4068, top5_acc: 0.6564, loss_cls: 2.6708, loss: 2.6708, grad_norm: 1.6942 2020-08-02 10:07:37,173 - mmaction - INFO - Epoch [156][460/940] lr: 1.349e-01, eta: 1 day, 3:40:02, time: 1.091, data_time: 0.009, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6525, loss_cls: 2.6635, loss: 2.6635, grad_norm: 1.6753 2020-08-02 10:07:58,573 - mmaction - INFO - Epoch [156][480/940] lr: 1.349e-01, eta: 1 day, 3:39:41, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.3986, top5_acc: 0.6617, loss_cls: 2.6413, loss: 2.6413, grad_norm: 1.6994 2020-08-02 10:08:20,175 - mmaction - INFO - Epoch [156][500/940] lr: 1.349e-01, eta: 1 day, 3:39:20, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6506, loss_cls: 2.6224, loss: 2.6224, grad_norm: 1.6776 2020-08-02 10:08:41,185 - mmaction - INFO - Epoch [156][520/940] lr: 1.349e-01, eta: 1 day, 3:38:59, time: 1.055, data_time: 0.010, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6705, loss_cls: 2.5968, loss: 2.5968, grad_norm: 1.6807 2020-08-02 10:09:01,788 - mmaction - INFO - Epoch [156][540/940] lr: 1.349e-01, eta: 1 day, 3:38:38, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6582, loss_cls: 2.6663, loss: 2.6663, grad_norm: 1.6564 2020-08-02 10:09:22,462 - mmaction - INFO - Epoch [156][560/940] lr: 1.349e-01, eta: 1 day, 3:38:16, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6670, loss_cls: 2.6411, loss: 2.6411, grad_norm: 1.6861 2020-08-02 10:09:43,347 - mmaction - INFO - Epoch [156][580/940] lr: 1.349e-01, eta: 1 day, 3:37:55, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6625, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.6902 2020-08-02 10:10:04,784 - mmaction - INFO - Epoch [156][600/940] lr: 1.349e-01, eta: 1 day, 3:37:34, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6637, loss_cls: 2.6416, loss: 2.6416, grad_norm: 1.6690 2020-08-02 10:10:24,786 - mmaction - INFO - Epoch [156][620/940] lr: 1.349e-01, eta: 1 day, 3:37:12, time: 0.998, data_time: 0.002, memory: 6199, top1_acc: 0.4180, top5_acc: 0.6566, loss_cls: 2.6270, loss: 2.6270, grad_norm: 1.6639 2020-08-02 10:10:45,328 - mmaction - INFO - Epoch [156][640/940] lr: 1.349e-01, eta: 1 day, 3:36:51, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4035, top5_acc: 0.6598, loss_cls: 2.6344, loss: 2.6344, grad_norm: 1.7035 2020-08-02 10:11:06,130 - mmaction - INFO - Epoch [156][660/940] lr: 1.349e-01, eta: 1 day, 3:36:30, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.4043, top5_acc: 0.6609, loss_cls: 2.6413, loss: 2.6413, grad_norm: 1.6997 2020-08-02 10:11:26,080 - mmaction - INFO - Epoch [156][680/940] lr: 1.349e-01, eta: 1 day, 3:36:08, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.4102, top5_acc: 0.6637, loss_cls: 2.6321, loss: 2.6321, grad_norm: 1.7131 2020-08-02 10:11:46,722 - mmaction - INFO - Epoch [156][700/940] lr: 1.349e-01, eta: 1 day, 3:35:46, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4119, top5_acc: 0.6586, loss_cls: 2.6505, loss: 2.6505, grad_norm: 1.7391 2020-08-02 10:12:07,471 - mmaction - INFO - Epoch [156][720/940] lr: 1.349e-01, eta: 1 day, 3:35:25, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.3980, top5_acc: 0.6520, loss_cls: 2.6816, loss: 2.6816, grad_norm: 1.6806 2020-08-02 10:12:27,840 - mmaction - INFO - Epoch [156][740/940] lr: 1.349e-01, eta: 1 day, 3:35:04, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4115, top5_acc: 0.6566, loss_cls: 2.6620, loss: 2.6620, grad_norm: 1.6590 2020-08-02 10:12:48,847 - mmaction - INFO - Epoch [156][760/940] lr: 1.349e-01, eta: 1 day, 3:34:43, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6664, loss_cls: 2.5887, loss: 2.5887, grad_norm: 1.6700 2020-08-02 10:13:10,433 - mmaction - INFO - Epoch [156][780/940] lr: 1.349e-01, eta: 1 day, 3:34:22, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6652, loss_cls: 2.6285, loss: 2.6285, grad_norm: 1.6958 2020-08-02 10:13:30,494 - mmaction - INFO - Epoch [156][800/940] lr: 1.349e-01, eta: 1 day, 3:34:00, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4133, top5_acc: 0.6525, loss_cls: 2.6666, loss: 2.6666, grad_norm: 1.6735 2020-08-02 10:13:51,535 - mmaction - INFO - Epoch [156][820/940] lr: 1.349e-01, eta: 1 day, 3:33:39, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6484, loss_cls: 2.6664, loss: 2.6664, grad_norm: 1.6855 2020-08-02 10:14:12,466 - mmaction - INFO - Epoch [156][840/940] lr: 1.349e-01, eta: 1 day, 3:33:18, time: 1.052, data_time: 0.011, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6539, loss_cls: 2.6503, loss: 2.6503, grad_norm: 1.7103 2020-08-02 10:14:33,180 - mmaction - INFO - Epoch [156][860/940] lr: 1.349e-01, eta: 1 day, 3:32:56, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.4020, top5_acc: 0.6521, loss_cls: 2.6854, loss: 2.6854, grad_norm: 1.6763 2020-08-02 10:14:53,998 - mmaction - INFO - Epoch [156][880/940] lr: 1.349e-01, eta: 1 day, 3:32:35, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.4004, top5_acc: 0.6533, loss_cls: 2.6822, loss: 2.6822, grad_norm: 1.6817 2020-08-02 10:15:15,129 - mmaction - INFO - Epoch [156][900/940] lr: 1.349e-01, eta: 1 day, 3:32:14, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6568, loss_cls: 2.6220, loss: 2.6220, grad_norm: 1.6508 2020-08-02 10:15:36,066 - mmaction - INFO - Epoch [156][920/940] lr: 1.349e-01, eta: 1 day, 3:31:53, time: 1.050, data_time: 0.010, memory: 6199, top1_acc: 0.4066, top5_acc: 0.6607, loss_cls: 2.6287, loss: 2.6287, grad_norm: 1.7300 2020-08-02 10:15:56,017 - mmaction - INFO - Epoch [156][940/940] lr: 1.349e-01, eta: 1 day, 3:31:31, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.4095, top5_acc: 0.6556, loss_cls: 2.6662, loss: 2.6662, grad_norm: 1.7326 2020-08-02 10:15:56,301 - mmaction - INFO - Saving checkpoint at 156 epochs 2020-08-02 10:17:38,646 - mmaction - INFO - Epoch [157][20/940] lr: 1.326e-01, eta: 1 day, 3:32:01, time: 5.071, data_time: 0.586, memory: 6199, top1_acc: 0.4227, top5_acc: 0.6689, loss_cls: 2.5959, loss: 2.5959, grad_norm: 1.6551 2020-08-02 10:17:58,043 - mmaction - INFO - Epoch [157][40/940] lr: 1.326e-01, eta: 1 day, 3:31:39, time: 0.970, data_time: 0.004, memory: 6199, top1_acc: 0.4174, top5_acc: 0.6596, loss_cls: 2.6262, loss: 2.6262, grad_norm: 1.6982 2020-08-02 10:18:17,792 - mmaction - INFO - Epoch [157][60/940] lr: 1.326e-01, eta: 1 day, 3:31:17, time: 0.986, data_time: 0.003, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6754, loss_cls: 2.5604, loss: 2.5604, grad_norm: 1.6607 2020-08-02 10:18:37,508 - mmaction - INFO - Epoch [157][80/940] lr: 1.326e-01, eta: 1 day, 3:30:55, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.4184, top5_acc: 0.6658, loss_cls: 2.6023, loss: 2.6023, grad_norm: 1.6917 2020-08-02 10:18:57,863 - mmaction - INFO - Epoch [157][100/940] lr: 1.326e-01, eta: 1 day, 3:30:34, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6584, loss_cls: 2.6259, loss: 2.6259, grad_norm: 1.7032 2020-08-02 10:19:18,431 - mmaction - INFO - Epoch [157][120/940] lr: 1.326e-01, eta: 1 day, 3:30:12, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.4227, top5_acc: 0.6559, loss_cls: 2.6027, loss: 2.6027, grad_norm: 1.7217 2020-08-02 10:19:39,930 - mmaction - INFO - Epoch [157][140/940] lr: 1.326e-01, eta: 1 day, 3:29:52, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6568, loss_cls: 2.6727, loss: 2.6727, grad_norm: 1.7226 2020-08-02 10:20:00,263 - mmaction - INFO - Epoch [157][160/940] lr: 1.326e-01, eta: 1 day, 3:29:30, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6586, loss_cls: 2.6305, loss: 2.6305, grad_norm: 1.6622 2020-08-02 10:20:21,116 - mmaction - INFO - Epoch [157][180/940] lr: 1.326e-01, eta: 1 day, 3:29:09, time: 1.047, data_time: 0.011, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6590, loss_cls: 2.6408, loss: 2.6408, grad_norm: 1.6883 2020-08-02 10:20:42,226 - mmaction - INFO - Epoch [157][200/940] lr: 1.326e-01, eta: 1 day, 3:28:48, time: 1.056, data_time: 0.002, memory: 6199, top1_acc: 0.4143, top5_acc: 0.6562, loss_cls: 2.6143, loss: 2.6143, grad_norm: 1.6582 2020-08-02 10:21:02,288 - mmaction - INFO - Epoch [157][220/940] lr: 1.326e-01, eta: 1 day, 3:28:26, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.4049, top5_acc: 0.6553, loss_cls: 2.6577, loss: 2.6577, grad_norm: 1.6771 2020-08-02 10:21:23,319 - mmaction - INFO - Epoch [157][240/940] lr: 1.326e-01, eta: 1 day, 3:28:05, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6512, loss_cls: 2.6617, loss: 2.6617, grad_norm: 1.6865 2020-08-02 10:21:44,341 - mmaction - INFO - Epoch [157][260/940] lr: 1.326e-01, eta: 1 day, 3:27:44, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6715, loss_cls: 2.5981, loss: 2.5981, grad_norm: 1.6999 2020-08-02 10:22:05,601 - mmaction - INFO - Epoch [157][280/940] lr: 1.326e-01, eta: 1 day, 3:27:23, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.4180, top5_acc: 0.6611, loss_cls: 2.6057, loss: 2.6057, grad_norm: 1.6864 2020-08-02 10:22:26,740 - mmaction - INFO - Epoch [157][300/940] lr: 1.326e-01, eta: 1 day, 3:27:02, time: 1.057, data_time: 0.010, memory: 6199, top1_acc: 0.4086, top5_acc: 0.6520, loss_cls: 2.6557, loss: 2.6557, grad_norm: 1.6861 2020-08-02 10:22:47,165 - mmaction - INFO - Epoch [157][320/940] lr: 1.326e-01, eta: 1 day, 3:26:40, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.4094, top5_acc: 0.6613, loss_cls: 2.6286, loss: 2.6286, grad_norm: 1.6963 2020-08-02 10:23:07,706 - mmaction - INFO - Epoch [157][340/940] lr: 1.326e-01, eta: 1 day, 3:26:19, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6576, loss_cls: 2.6510, loss: 2.6510, grad_norm: 1.7138 2020-08-02 10:23:28,013 - mmaction - INFO - Epoch [157][360/940] lr: 1.326e-01, eta: 1 day, 3:25:57, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6691, loss_cls: 2.6399, loss: 2.6399, grad_norm: 1.7236 2020-08-02 10:23:48,432 - mmaction - INFO - Epoch [157][380/940] lr: 1.326e-01, eta: 1 day, 3:25:35, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.4182, top5_acc: 0.6652, loss_cls: 2.6158, loss: 2.6158, grad_norm: 1.6802 2020-08-02 10:24:10,081 - mmaction - INFO - Epoch [157][400/940] lr: 1.326e-01, eta: 1 day, 3:25:15, time: 1.083, data_time: 0.005, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.5862, loss: 2.5862, grad_norm: 1.7093 2020-08-02 10:24:30,928 - mmaction - INFO - Epoch [157][420/940] lr: 1.326e-01, eta: 1 day, 3:24:53, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.3932, top5_acc: 0.6428, loss_cls: 2.7052, loss: 2.7052, grad_norm: 1.7059 2020-08-02 10:24:51,868 - mmaction - INFO - Epoch [157][440/940] lr: 1.326e-01, eta: 1 day, 3:24:32, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.4078, top5_acc: 0.6545, loss_cls: 2.6448, loss: 2.6448, grad_norm: 1.7122 2020-08-02 10:25:12,930 - mmaction - INFO - Epoch [157][460/940] lr: 1.326e-01, eta: 1 day, 3:24:11, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6010, loss: 2.6010, grad_norm: 1.6660 2020-08-02 10:25:33,797 - mmaction - INFO - Epoch [157][480/940] lr: 1.326e-01, eta: 1 day, 3:23:50, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.4119, top5_acc: 0.6639, loss_cls: 2.6398, loss: 2.6398, grad_norm: 1.6990 2020-08-02 10:25:54,813 - mmaction - INFO - Epoch [157][500/940] lr: 1.326e-01, eta: 1 day, 3:23:29, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6605, loss_cls: 2.6235, loss: 2.6235, grad_norm: 1.6802 2020-08-02 10:26:14,975 - mmaction - INFO - Epoch [157][520/940] lr: 1.326e-01, eta: 1 day, 3:23:07, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6566, loss_cls: 2.6450, loss: 2.6450, grad_norm: 1.7305 2020-08-02 10:26:36,428 - mmaction - INFO - Epoch [157][540/940] lr: 1.326e-01, eta: 1 day, 3:22:46, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.4191, top5_acc: 0.6648, loss_cls: 2.5973, loss: 2.5973, grad_norm: 1.6874 2020-08-02 10:26:58,113 - mmaction - INFO - Epoch [157][560/940] lr: 1.326e-01, eta: 1 day, 3:22:26, time: 1.088, data_time: 0.007, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6648, loss_cls: 2.6215, loss: 2.6215, grad_norm: 1.7097 2020-08-02 10:27:19,076 - mmaction - INFO - Epoch [157][580/940] lr: 1.326e-01, eta: 1 day, 3:22:04, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6570, loss_cls: 2.6454, loss: 2.6454, grad_norm: 1.7146 2020-08-02 10:27:40,029 - mmaction - INFO - Epoch [157][600/940] lr: 1.326e-01, eta: 1 day, 3:21:43, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6545, loss_cls: 2.6831, loss: 2.6831, grad_norm: 1.7072 2020-08-02 10:28:00,734 - mmaction - INFO - Epoch [157][620/940] lr: 1.326e-01, eta: 1 day, 3:21:22, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6561, loss_cls: 2.6632, loss: 2.6632, grad_norm: 1.7131 2020-08-02 10:28:21,816 - mmaction - INFO - Epoch [157][640/940] lr: 1.326e-01, eta: 1 day, 3:21:01, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.4148, top5_acc: 0.6600, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.6871 2020-08-02 10:28:43,194 - mmaction - INFO - Epoch [157][660/940] lr: 1.326e-01, eta: 1 day, 3:20:40, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6711, loss_cls: 2.5687, loss: 2.5687, grad_norm: 1.6938 2020-08-02 10:29:05,151 - mmaction - INFO - Epoch [157][680/940] lr: 1.326e-01, eta: 1 day, 3:20:19, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.4221, top5_acc: 0.6627, loss_cls: 2.5974, loss: 2.5974, grad_norm: 1.7064 2020-08-02 10:29:25,875 - mmaction - INFO - Epoch [157][700/940] lr: 1.326e-01, eta: 1 day, 3:19:58, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.4123, top5_acc: 0.6658, loss_cls: 2.6371, loss: 2.6371, grad_norm: 1.7291 2020-08-02 10:29:47,295 - mmaction - INFO - Epoch [157][720/940] lr: 1.326e-01, eta: 1 day, 3:19:37, time: 1.070, data_time: 0.004, memory: 6199, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5718, loss: 2.5718, grad_norm: 1.6823 2020-08-02 10:30:09,577 - mmaction - INFO - Epoch [157][740/940] lr: 1.326e-01, eta: 1 day, 3:19:17, time: 1.113, data_time: 0.006, memory: 6199, top1_acc: 0.4131, top5_acc: 0.6740, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.7402 2020-08-02 10:30:30,100 - mmaction - INFO - Epoch [157][760/940] lr: 1.326e-01, eta: 1 day, 3:18:55, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.4039, top5_acc: 0.6619, loss_cls: 2.6492, loss: 2.6492, grad_norm: 1.6957 2020-08-02 10:30:51,731 - mmaction - INFO - Epoch [157][780/940] lr: 1.326e-01, eta: 1 day, 3:18:34, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.4082, top5_acc: 0.6635, loss_cls: 2.6518, loss: 2.6518, grad_norm: 1.7010 2020-08-02 10:31:12,213 - mmaction - INFO - Epoch [157][800/940] lr: 1.326e-01, eta: 1 day, 3:18:13, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6471, loss_cls: 2.6799, loss: 2.6799, grad_norm: 1.7283 2020-08-02 10:31:33,355 - mmaction - INFO - Epoch [157][820/940] lr: 1.326e-01, eta: 1 day, 3:17:52, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6631, loss_cls: 2.6220, loss: 2.6220, grad_norm: 1.6827 2020-08-02 10:31:54,106 - mmaction - INFO - Epoch [157][840/940] lr: 1.326e-01, eta: 1 day, 3:17:31, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.4051, top5_acc: 0.6662, loss_cls: 2.6320, loss: 2.6320, grad_norm: 1.7098 2020-08-02 10:32:16,327 - mmaction - INFO - Epoch [157][860/940] lr: 1.326e-01, eta: 1 day, 3:17:10, time: 1.112, data_time: 0.004, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6627, loss_cls: 2.6078, loss: 2.6078, grad_norm: 1.7010 2020-08-02 10:32:37,819 - mmaction - INFO - Epoch [157][880/940] lr: 1.326e-01, eta: 1 day, 3:16:49, time: 1.072, data_time: 0.005, memory: 6199, top1_acc: 0.4131, top5_acc: 0.6635, loss_cls: 2.6438, loss: 2.6438, grad_norm: 1.6733 2020-08-02 10:32:59,034 - mmaction - INFO - Epoch [157][900/940] lr: 1.326e-01, eta: 1 day, 3:16:28, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6574, loss_cls: 2.6519, loss: 2.6519, grad_norm: 1.6940 2020-08-02 10:33:20,253 - mmaction - INFO - Epoch [157][920/940] lr: 1.326e-01, eta: 1 day, 3:16:07, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6621, loss_cls: 2.6371, loss: 2.6371, grad_norm: 1.6649 2020-08-02 10:33:39,206 - mmaction - INFO - Epoch [157][940/940] lr: 1.326e-01, eta: 1 day, 3:15:45, time: 0.950, data_time: 0.007, memory: 6199, top1_acc: 0.4142, top5_acc: 0.6642, loss_cls: 2.6439, loss: 2.6439, grad_norm: 1.7361 2020-08-02 10:34:09,483 - mmaction - INFO - Epoch [158][20/940] lr: 1.303e-01, eta: 1 day, 3:15:29, time: 1.496, data_time: 0.481, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6664, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.7169 2020-08-02 10:34:30,804 - mmaction - INFO - Epoch [158][40/940] lr: 1.303e-01, eta: 1 day, 3:15:08, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6699, loss_cls: 2.5832, loss: 2.5832, grad_norm: 1.7239 2020-08-02 10:34:51,468 - mmaction - INFO - Epoch [158][60/940] lr: 1.303e-01, eta: 1 day, 3:14:47, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4066, top5_acc: 0.6480, loss_cls: 2.6961, loss: 2.6961, grad_norm: 1.7237 2020-08-02 10:35:11,744 - mmaction - INFO - Epoch [158][80/940] lr: 1.303e-01, eta: 1 day, 3:14:26, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.6066, loss: 2.6066, grad_norm: 1.6918 2020-08-02 10:35:32,841 - mmaction - INFO - Epoch [158][100/940] lr: 1.303e-01, eta: 1 day, 3:14:04, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.4268, top5_acc: 0.6709, loss_cls: 2.5479, loss: 2.5479, grad_norm: 1.7157 2020-08-02 10:35:52,799 - mmaction - INFO - Epoch [158][120/940] lr: 1.303e-01, eta: 1 day, 3:13:43, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6658, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.7133 2020-08-02 10:36:13,565 - mmaction - INFO - Epoch [158][140/940] lr: 1.303e-01, eta: 1 day, 3:13:21, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.3947, top5_acc: 0.6525, loss_cls: 2.6898, loss: 2.6898, grad_norm: 1.6991 2020-08-02 10:36:34,461 - mmaction - INFO - Epoch [158][160/940] lr: 1.303e-01, eta: 1 day, 3:13:00, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6641, loss_cls: 2.6393, loss: 2.6393, grad_norm: 1.6972 2020-08-02 10:36:54,357 - mmaction - INFO - Epoch [158][180/940] lr: 1.303e-01, eta: 1 day, 3:12:38, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.4209, top5_acc: 0.6537, loss_cls: 2.6221, loss: 2.6221, grad_norm: 1.6803 2020-08-02 10:37:14,353 - mmaction - INFO - Epoch [158][200/940] lr: 1.303e-01, eta: 1 day, 3:12:16, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6619, loss_cls: 2.6007, loss: 2.6007, grad_norm: 1.7514 2020-08-02 10:37:35,033 - mmaction - INFO - Epoch [158][220/940] lr: 1.303e-01, eta: 1 day, 3:11:55, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6723, loss_cls: 2.5904, loss: 2.5904, grad_norm: 1.7373 2020-08-02 10:37:56,918 - mmaction - INFO - Epoch [158][240/940] lr: 1.303e-01, eta: 1 day, 3:11:35, time: 1.094, data_time: 0.009, memory: 6199, top1_acc: 0.4146, top5_acc: 0.6684, loss_cls: 2.6056, loss: 2.6056, grad_norm: 1.7453 2020-08-02 10:38:17,680 - mmaction - INFO - Epoch [158][260/940] lr: 1.303e-01, eta: 1 day, 3:11:13, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.4131, top5_acc: 0.6650, loss_cls: 2.6426, loss: 2.6426, grad_norm: 1.7246 2020-08-02 10:38:39,834 - mmaction - INFO - Epoch [158][280/940] lr: 1.303e-01, eta: 1 day, 3:10:53, time: 1.110, data_time: 0.010, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6662, loss_cls: 2.6096, loss: 2.6096, grad_norm: 1.6966 2020-08-02 10:39:00,150 - mmaction - INFO - Epoch [158][300/940] lr: 1.303e-01, eta: 1 day, 3:10:31, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6602, loss_cls: 2.6431, loss: 2.6431, grad_norm: 1.7256 2020-08-02 10:39:20,662 - mmaction - INFO - Epoch [158][320/940] lr: 1.303e-01, eta: 1 day, 3:10:10, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.4178, top5_acc: 0.6664, loss_cls: 2.6067, loss: 2.6067, grad_norm: 1.6751 2020-08-02 10:39:41,877 - mmaction - INFO - Epoch [158][340/940] lr: 1.303e-01, eta: 1 day, 3:09:49, time: 1.057, data_time: 0.005, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6639, loss_cls: 2.5873, loss: 2.5873, grad_norm: 1.7016 2020-08-02 10:40:02,718 - mmaction - INFO - Epoch [158][360/940] lr: 1.303e-01, eta: 1 day, 3:09:27, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.4135, top5_acc: 0.6670, loss_cls: 2.6243, loss: 2.6243, grad_norm: 1.7154 2020-08-02 10:40:24,174 - mmaction - INFO - Epoch [158][380/940] lr: 1.303e-01, eta: 1 day, 3:09:07, time: 1.072, data_time: 0.004, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6723, loss_cls: 2.5881, loss: 2.5881, grad_norm: 1.7273 2020-08-02 10:40:44,670 - mmaction - INFO - Epoch [158][400/940] lr: 1.303e-01, eta: 1 day, 3:08:45, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6635, loss_cls: 2.6228, loss: 2.6228, grad_norm: 1.7164 2020-08-02 10:41:05,838 - mmaction - INFO - Epoch [158][420/940] lr: 1.303e-01, eta: 1 day, 3:08:24, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.3963, top5_acc: 0.6719, loss_cls: 2.6460, loss: 2.6460, grad_norm: 1.7447 2020-08-02 10:41:27,544 - mmaction - INFO - Epoch [158][440/940] lr: 1.303e-01, eta: 1 day, 3:08:03, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.4074, top5_acc: 0.6631, loss_cls: 2.6566, loss: 2.6566, grad_norm: 1.7086 2020-08-02 10:41:47,510 - mmaction - INFO - Epoch [158][460/940] lr: 1.303e-01, eta: 1 day, 3:07:42, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6674, loss_cls: 2.5660, loss: 2.5660, grad_norm: 1.7036 2020-08-02 10:42:09,304 - mmaction - INFO - Epoch [158][480/940] lr: 1.303e-01, eta: 1 day, 3:07:21, time: 1.087, data_time: 0.008, memory: 6199, top1_acc: 0.4096, top5_acc: 0.6541, loss_cls: 2.6638, loss: 2.6638, grad_norm: 1.7194 2020-08-02 10:42:30,385 - mmaction - INFO - Epoch [158][500/940] lr: 1.303e-01, eta: 1 day, 3:07:00, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.4289, top5_acc: 0.6691, loss_cls: 2.5558, loss: 2.5558, grad_norm: 1.6802 2020-08-02 10:42:51,195 - mmaction - INFO - Epoch [158][520/940] lr: 1.303e-01, eta: 1 day, 3:06:39, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6674, loss_cls: 2.5706, loss: 2.5706, grad_norm: 1.7100 2020-08-02 10:43:11,447 - mmaction - INFO - Epoch [158][540/940] lr: 1.303e-01, eta: 1 day, 3:06:17, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4135, top5_acc: 0.6678, loss_cls: 2.6308, loss: 2.6308, grad_norm: 1.7410 2020-08-02 10:43:31,719 - mmaction - INFO - Epoch [158][560/940] lr: 1.303e-01, eta: 1 day, 3:05:55, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.4139, top5_acc: 0.6578, loss_cls: 2.6435, loss: 2.6435, grad_norm: 1.7145 2020-08-02 10:43:51,746 - mmaction - INFO - Epoch [158][580/940] lr: 1.303e-01, eta: 1 day, 3:05:34, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6555, loss_cls: 2.6388, loss: 2.6388, grad_norm: 1.6983 2020-08-02 10:44:12,661 - mmaction - INFO - Epoch [158][600/940] lr: 1.303e-01, eta: 1 day, 3:05:12, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6588, loss_cls: 2.6415, loss: 2.6415, grad_norm: 1.7229 2020-08-02 10:44:34,600 - mmaction - INFO - Epoch [158][620/940] lr: 1.303e-01, eta: 1 day, 3:04:52, time: 1.099, data_time: 0.005, memory: 6199, top1_acc: 0.4178, top5_acc: 0.6629, loss_cls: 2.5927, loss: 2.5927, grad_norm: 1.6987 2020-08-02 10:44:55,243 - mmaction - INFO - Epoch [158][640/940] lr: 1.303e-01, eta: 1 day, 3:04:30, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6629, loss_cls: 2.6268, loss: 2.6268, grad_norm: 1.7342 2020-08-02 10:45:16,648 - mmaction - INFO - Epoch [158][660/940] lr: 1.303e-01, eta: 1 day, 3:04:10, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6641, loss_cls: 2.6014, loss: 2.6014, grad_norm: 1.6832 2020-08-02 10:45:37,850 - mmaction - INFO - Epoch [158][680/940] lr: 1.303e-01, eta: 1 day, 3:03:48, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6662, loss_cls: 2.5758, loss: 2.5758, grad_norm: 1.7028 2020-08-02 10:45:59,331 - mmaction - INFO - Epoch [158][700/940] lr: 1.303e-01, eta: 1 day, 3:03:28, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.4064, top5_acc: 0.6574, loss_cls: 2.6395, loss: 2.6395, grad_norm: 1.7605 2020-08-02 10:46:19,970 - mmaction - INFO - Epoch [158][720/940] lr: 1.303e-01, eta: 1 day, 3:03:06, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.4037, top5_acc: 0.6549, loss_cls: 2.6861, loss: 2.6861, grad_norm: 1.7308 2020-08-02 10:46:40,618 - mmaction - INFO - Epoch [158][740/940] lr: 1.303e-01, eta: 1 day, 3:02:45, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6574, loss_cls: 2.6426, loss: 2.6426, grad_norm: 1.6971 2020-08-02 10:47:02,010 - mmaction - INFO - Epoch [158][760/940] lr: 1.303e-01, eta: 1 day, 3:02:24, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.4111, top5_acc: 0.6541, loss_cls: 2.6538, loss: 2.6538, grad_norm: 1.6956 2020-08-02 10:47:22,428 - mmaction - INFO - Epoch [158][780/940] lr: 1.303e-01, eta: 1 day, 3:02:02, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6584, loss_cls: 2.6347, loss: 2.6347, grad_norm: 1.7254 2020-08-02 10:47:43,454 - mmaction - INFO - Epoch [158][800/940] lr: 1.303e-01, eta: 1 day, 3:01:41, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.4090, top5_acc: 0.6553, loss_cls: 2.6601, loss: 2.6601, grad_norm: 1.7403 2020-08-02 10:48:04,833 - mmaction - INFO - Epoch [158][820/940] lr: 1.303e-01, eta: 1 day, 3:01:20, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.4139, top5_acc: 0.6570, loss_cls: 2.6263, loss: 2.6263, grad_norm: 1.6968 2020-08-02 10:48:25,904 - mmaction - INFO - Epoch [158][840/940] lr: 1.303e-01, eta: 1 day, 3:00:59, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6637, loss_cls: 2.6091, loss: 2.6091, grad_norm: 1.7284 2020-08-02 10:48:46,481 - mmaction - INFO - Epoch [158][860/940] lr: 1.303e-01, eta: 1 day, 3:00:38, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6625, loss_cls: 2.6324, loss: 2.6324, grad_norm: 1.7176 2020-08-02 10:49:08,745 - mmaction - INFO - Epoch [158][880/940] lr: 1.303e-01, eta: 1 day, 3:00:18, time: 1.111, data_time: 0.008, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6623, loss_cls: 2.6332, loss: 2.6332, grad_norm: 1.7157 2020-08-02 10:49:28,784 - mmaction - INFO - Epoch [158][900/940] lr: 1.303e-01, eta: 1 day, 2:59:56, time: 1.002, data_time: 0.011, memory: 6199, top1_acc: 0.4104, top5_acc: 0.6578, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.7085 2020-08-02 10:49:51,134 - mmaction - INFO - Epoch [158][920/940] lr: 1.303e-01, eta: 1 day, 2:59:35, time: 1.121, data_time: 0.008, memory: 6199, top1_acc: 0.3955, top5_acc: 0.6494, loss_cls: 2.6945, loss: 2.6945, grad_norm: 1.7250 2020-08-02 10:50:10,867 - mmaction - INFO - Epoch [158][940/940] lr: 1.303e-01, eta: 1 day, 2:59:14, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6526, loss_cls: 2.6613, loss: 2.6613, grad_norm: 1.6768 2020-08-02 10:50:41,582 - mmaction - INFO - Epoch [159][20/940] lr: 1.280e-01, eta: 1 day, 2:58:58, time: 1.519, data_time: 0.522, memory: 6199, top1_acc: 0.4184, top5_acc: 0.6652, loss_cls: 2.5596, loss: 2.5596, grad_norm: 1.7074 2020-08-02 10:51:02,693 - mmaction - INFO - Epoch [159][40/940] lr: 1.280e-01, eta: 1 day, 2:58:37, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6725, loss_cls: 2.5622, loss: 2.5622, grad_norm: 1.7195 2020-08-02 10:51:23,243 - mmaction - INFO - Epoch [159][60/940] lr: 1.280e-01, eta: 1 day, 2:58:16, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.5767, loss: 2.5767, grad_norm: 1.7202 2020-08-02 10:51:43,751 - mmaction - INFO - Epoch [159][80/940] lr: 1.280e-01, eta: 1 day, 2:57:54, time: 1.024, data_time: 0.004, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6654, loss_cls: 2.5830, loss: 2.5830, grad_norm: 1.6945 2020-08-02 10:52:04,609 - mmaction - INFO - Epoch [159][100/940] lr: 1.280e-01, eta: 1 day, 2:57:33, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6600, loss_cls: 2.6199, loss: 2.6199, grad_norm: 1.7523 2020-08-02 10:52:25,789 - mmaction - INFO - Epoch [159][120/940] lr: 1.280e-01, eta: 1 day, 2:57:12, time: 1.060, data_time: 0.004, memory: 6199, top1_acc: 0.4025, top5_acc: 0.6570, loss_cls: 2.6889, loss: 2.6889, grad_norm: 1.7036 2020-08-02 10:52:46,312 - mmaction - INFO - Epoch [159][140/940] lr: 1.280e-01, eta: 1 day, 2:56:51, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6605, loss_cls: 2.6342, loss: 2.6342, grad_norm: 1.7077 2020-08-02 10:53:06,623 - mmaction - INFO - Epoch [159][160/940] lr: 1.280e-01, eta: 1 day, 2:56:29, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4270, top5_acc: 0.6701, loss_cls: 2.5699, loss: 2.5699, grad_norm: 1.7269 2020-08-02 10:53:27,722 - mmaction - INFO - Epoch [159][180/940] lr: 1.280e-01, eta: 1 day, 2:56:08, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6609, loss_cls: 2.5979, loss: 2.5979, grad_norm: 1.7256 2020-08-02 10:53:48,976 - mmaction - INFO - Epoch [159][200/940] lr: 1.280e-01, eta: 1 day, 2:55:47, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6580, loss_cls: 2.6192, loss: 2.6192, grad_norm: 1.7051 2020-08-02 10:54:10,148 - mmaction - INFO - Epoch [159][220/940] lr: 1.280e-01, eta: 1 day, 2:55:26, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.4174, top5_acc: 0.6629, loss_cls: 2.6153, loss: 2.6153, grad_norm: 1.7320 2020-08-02 10:54:31,105 - mmaction - INFO - Epoch [159][240/940] lr: 1.280e-01, eta: 1 day, 2:55:05, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.4248, top5_acc: 0.6730, loss_cls: 2.5975, loss: 2.5975, grad_norm: 1.7587 2020-08-02 10:54:52,099 - mmaction - INFO - Epoch [159][260/940] lr: 1.280e-01, eta: 1 day, 2:54:43, time: 1.051, data_time: 0.010, memory: 6199, top1_acc: 0.4160, top5_acc: 0.6629, loss_cls: 2.6227, loss: 2.6227, grad_norm: 1.7299 2020-08-02 10:55:12,448 - mmaction - INFO - Epoch [159][280/940] lr: 1.280e-01, eta: 1 day, 2:54:22, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.4045, top5_acc: 0.6531, loss_cls: 2.6637, loss: 2.6637, grad_norm: 1.7125 2020-08-02 10:55:34,656 - mmaction - INFO - Epoch [159][300/940] lr: 1.280e-01, eta: 1 day, 2:54:02, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.4166, top5_acc: 0.6674, loss_cls: 2.6201, loss: 2.6201, grad_norm: 1.6880 2020-08-02 10:55:56,189 - mmaction - INFO - Epoch [159][320/940] lr: 1.280e-01, eta: 1 day, 2:53:41, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.4217, top5_acc: 0.6664, loss_cls: 2.6244, loss: 2.6244, grad_norm: 1.6820 2020-08-02 10:56:17,392 - mmaction - INFO - Epoch [159][340/940] lr: 1.280e-01, eta: 1 day, 2:53:20, time: 1.059, data_time: 0.009, memory: 6199, top1_acc: 0.4152, top5_acc: 0.6738, loss_cls: 2.5806, loss: 2.5806, grad_norm: 1.7117 2020-08-02 10:56:37,898 - mmaction - INFO - Epoch [159][360/940] lr: 1.280e-01, eta: 1 day, 2:52:58, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.4182, top5_acc: 0.6617, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.7177 2020-08-02 10:56:58,387 - mmaction - INFO - Epoch [159][380/940] lr: 1.280e-01, eta: 1 day, 2:52:37, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.4264, top5_acc: 0.6660, loss_cls: 2.6082, loss: 2.6082, grad_norm: 1.6879 2020-08-02 10:57:18,736 - mmaction - INFO - Epoch [159][400/940] lr: 1.280e-01, eta: 1 day, 2:52:15, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4143, top5_acc: 0.6619, loss_cls: 2.6223, loss: 2.6223, grad_norm: 1.7113 2020-08-02 10:57:38,901 - mmaction - INFO - Epoch [159][420/940] lr: 1.280e-01, eta: 1 day, 2:51:54, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.4244, top5_acc: 0.6707, loss_cls: 2.5511, loss: 2.5511, grad_norm: 1.7041 2020-08-02 10:57:58,886 - mmaction - INFO - Epoch [159][440/940] lr: 1.280e-01, eta: 1 day, 2:51:32, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.4178, top5_acc: 0.6594, loss_cls: 2.6111, loss: 2.6111, grad_norm: 1.7209 2020-08-02 10:58:19,833 - mmaction - INFO - Epoch [159][460/940] lr: 1.280e-01, eta: 1 day, 2:51:11, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6650, loss_cls: 2.6361, loss: 2.6361, grad_norm: 1.7125 2020-08-02 10:58:40,730 - mmaction - INFO - Epoch [159][480/940] lr: 1.280e-01, eta: 1 day, 2:50:49, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.5751, loss: 2.5751, grad_norm: 1.7035 2020-08-02 10:59:00,915 - mmaction - INFO - Epoch [159][500/940] lr: 1.280e-01, eta: 1 day, 2:50:28, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4162, top5_acc: 0.6645, loss_cls: 2.6165, loss: 2.6165, grad_norm: 1.7586 2020-08-02 10:59:21,342 - mmaction - INFO - Epoch [159][520/940] lr: 1.280e-01, eta: 1 day, 2:50:06, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.4180, top5_acc: 0.6643, loss_cls: 2.5819, loss: 2.5819, grad_norm: 1.7096 2020-08-02 10:59:41,377 - mmaction - INFO - Epoch [159][540/940] lr: 1.280e-01, eta: 1 day, 2:49:44, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.4107, top5_acc: 0.6586, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.7395 2020-08-02 11:00:01,736 - mmaction - INFO - Epoch [159][560/940] lr: 1.280e-01, eta: 1 day, 2:49:23, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6590, loss_cls: 2.6175, loss: 2.6175, grad_norm: 1.7362 2020-08-02 11:00:24,232 - mmaction - INFO - Epoch [159][580/940] lr: 1.280e-01, eta: 1 day, 2:49:03, time: 1.120, data_time: 0.009, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6605, loss_cls: 2.6214, loss: 2.6214, grad_norm: 1.7246 2020-08-02 11:00:45,154 - mmaction - INFO - Epoch [159][600/940] lr: 1.280e-01, eta: 1 day, 2:48:41, time: 1.051, data_time: 0.017, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6625, loss_cls: 2.6192, loss: 2.6192, grad_norm: 1.7614 2020-08-02 11:01:05,513 - mmaction - INFO - Epoch [159][620/940] lr: 1.280e-01, eta: 1 day, 2:48:20, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.4188, top5_acc: 0.6549, loss_cls: 2.6352, loss: 2.6352, grad_norm: 1.7565 2020-08-02 11:01:25,697 - mmaction - INFO - Epoch [159][640/940] lr: 1.280e-01, eta: 1 day, 2:47:58, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.4133, top5_acc: 0.6549, loss_cls: 2.6278, loss: 2.6278, grad_norm: 1.7042 2020-08-02 11:01:45,889 - mmaction - INFO - Epoch [159][660/940] lr: 1.280e-01, eta: 1 day, 2:47:37, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4172, top5_acc: 0.6619, loss_cls: 2.6082, loss: 2.6082, grad_norm: 1.7474 2020-08-02 11:02:05,913 - mmaction - INFO - Epoch [159][680/940] lr: 1.280e-01, eta: 1 day, 2:47:15, time: 0.999, data_time: 0.010, memory: 6199, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6345, loss: 2.6345, grad_norm: 1.7066 2020-08-02 11:02:25,946 - mmaction - INFO - Epoch [159][700/940] lr: 1.280e-01, eta: 1 day, 2:46:53, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.4088, top5_acc: 0.6502, loss_cls: 2.6794, loss: 2.6794, grad_norm: 1.7140 2020-08-02 11:02:46,391 - mmaction - INFO - Epoch [159][720/940] lr: 1.280e-01, eta: 1 day, 2:46:32, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.4094, top5_acc: 0.6662, loss_cls: 2.6288, loss: 2.6288, grad_norm: 1.7234 2020-08-02 11:03:06,304 - mmaction - INFO - Epoch [159][740/940] lr: 1.280e-01, eta: 1 day, 2:46:10, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.4176, top5_acc: 0.6623, loss_cls: 2.6172, loss: 2.6172, grad_norm: 1.7211 2020-08-02 11:03:26,392 - mmaction - INFO - Epoch [159][760/940] lr: 1.280e-01, eta: 1 day, 2:45:48, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6605, loss_cls: 2.6229, loss: 2.6229, grad_norm: 1.6707 2020-08-02 11:03:47,117 - mmaction - INFO - Epoch [159][780/940] lr: 1.280e-01, eta: 1 day, 2:45:27, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6401, loss: 2.6401, grad_norm: 1.7294 2020-08-02 11:04:07,712 - mmaction - INFO - Epoch [159][800/940] lr: 1.280e-01, eta: 1 day, 2:45:05, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.4135, top5_acc: 0.6609, loss_cls: 2.6516, loss: 2.6516, grad_norm: 1.7259 2020-08-02 11:04:27,676 - mmaction - INFO - Epoch [159][820/940] lr: 1.280e-01, eta: 1 day, 2:44:44, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6547, loss_cls: 2.6608, loss: 2.6608, grad_norm: 1.7039 2020-08-02 11:04:48,458 - mmaction - INFO - Epoch [159][840/940] lr: 1.280e-01, eta: 1 day, 2:44:22, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4143, top5_acc: 0.6594, loss_cls: 2.6247, loss: 2.6247, grad_norm: 1.7226 2020-08-02 11:05:08,885 - mmaction - INFO - Epoch [159][860/940] lr: 1.280e-01, eta: 1 day, 2:44:01, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6676, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.7290 2020-08-02 11:05:28,891 - mmaction - INFO - Epoch [159][880/940] lr: 1.280e-01, eta: 1 day, 2:43:39, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.6077, loss: 2.6077, grad_norm: 1.7363 2020-08-02 11:05:49,584 - mmaction - INFO - Epoch [159][900/940] lr: 1.280e-01, eta: 1 day, 2:43:18, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.4029, top5_acc: 0.6477, loss_cls: 2.6745, loss: 2.6745, grad_norm: 1.7295 2020-08-02 11:06:09,726 - mmaction - INFO - Epoch [159][920/940] lr: 1.280e-01, eta: 1 day, 2:42:56, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6617, loss_cls: 2.6505, loss: 2.6505, grad_norm: 1.7066 2020-08-02 11:06:29,095 - mmaction - INFO - Epoch [159][940/940] lr: 1.280e-01, eta: 1 day, 2:42:34, time: 0.968, data_time: 0.009, memory: 6199, top1_acc: 0.4073, top5_acc: 0.6646, loss_cls: 2.6640, loss: 2.6640, grad_norm: 1.7204 2020-08-02 11:07:01,802 - mmaction - INFO - Epoch [160][20/940] lr: 1.257e-01, eta: 1 day, 2:42:20, time: 1.619, data_time: 0.592, memory: 6199, top1_acc: 0.4240, top5_acc: 0.6752, loss_cls: 2.5631, loss: 2.5631, grad_norm: 1.7377 2020-08-02 11:07:21,954 - mmaction - INFO - Epoch [160][40/940] lr: 1.257e-01, eta: 1 day, 2:41:58, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6645, loss_cls: 2.6168, loss: 2.6168, grad_norm: 1.7321 2020-08-02 11:07:41,934 - mmaction - INFO - Epoch [160][60/940] lr: 1.257e-01, eta: 1 day, 2:41:36, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6658, loss_cls: 2.6019, loss: 2.6019, grad_norm: 1.7320 2020-08-02 11:08:02,374 - mmaction - INFO - Epoch [160][80/940] lr: 1.257e-01, eta: 1 day, 2:41:15, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.4268, top5_acc: 0.6709, loss_cls: 2.5869, loss: 2.5869, grad_norm: 1.7251 2020-08-02 11:08:22,349 - mmaction - INFO - Epoch [160][100/940] lr: 1.257e-01, eta: 1 day, 2:40:53, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.4188, top5_acc: 0.6670, loss_cls: 2.5963, loss: 2.5963, grad_norm: 1.6892 2020-08-02 11:08:42,644 - mmaction - INFO - Epoch [160][120/940] lr: 1.257e-01, eta: 1 day, 2:40:31, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6717, loss_cls: 2.5467, loss: 2.5467, grad_norm: 1.7284 2020-08-02 11:09:02,495 - mmaction - INFO - Epoch [160][140/940] lr: 1.257e-01, eta: 1 day, 2:40:10, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6678, loss_cls: 2.6157, loss: 2.6157, grad_norm: 1.7690 2020-08-02 11:09:22,528 - mmaction - INFO - Epoch [160][160/940] lr: 1.257e-01, eta: 1 day, 2:39:48, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.4092, top5_acc: 0.6615, loss_cls: 2.6225, loss: 2.6225, grad_norm: 1.7333 2020-08-02 11:09:43,680 - mmaction - INFO - Epoch [160][180/940] lr: 1.257e-01, eta: 1 day, 2:39:27, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6648, loss_cls: 2.5944, loss: 2.5944, grad_norm: 1.7006 2020-08-02 11:10:03,637 - mmaction - INFO - Epoch [160][200/940] lr: 1.257e-01, eta: 1 day, 2:39:05, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6576, loss_cls: 2.6101, loss: 2.6101, grad_norm: 1.7065 2020-08-02 11:10:25,463 - mmaction - INFO - Epoch [160][220/940] lr: 1.257e-01, eta: 1 day, 2:38:44, time: 1.093, data_time: 0.005, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6691, loss_cls: 2.5815, loss: 2.5815, grad_norm: 1.7374 2020-08-02 11:10:46,367 - mmaction - INFO - Epoch [160][240/940] lr: 1.257e-01, eta: 1 day, 2:38:23, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.4172, top5_acc: 0.6568, loss_cls: 2.6560, loss: 2.6560, grad_norm: 1.7565 2020-08-02 11:11:07,653 - mmaction - INFO - Epoch [160][260/940] lr: 1.257e-01, eta: 1 day, 2:38:02, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.4258, top5_acc: 0.6574, loss_cls: 2.6096, loss: 2.6096, grad_norm: 1.7336 2020-08-02 11:11:28,920 - mmaction - INFO - Epoch [160][280/940] lr: 1.257e-01, eta: 1 day, 2:37:41, time: 1.067, data_time: 0.010, memory: 6199, top1_acc: 0.4232, top5_acc: 0.6705, loss_cls: 2.5825, loss: 2.5825, grad_norm: 1.7469 2020-08-02 11:11:50,148 - mmaction - INFO - Epoch [160][300/940] lr: 1.257e-01, eta: 1 day, 2:37:20, time: 1.060, data_time: 0.002, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6648, loss_cls: 2.6505, loss: 2.6505, grad_norm: 1.7577 2020-08-02 11:12:11,253 - mmaction - INFO - Epoch [160][320/940] lr: 1.257e-01, eta: 1 day, 2:36:59, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.4201, top5_acc: 0.6637, loss_cls: 2.6337, loss: 2.6337, grad_norm: 1.7257 2020-08-02 11:12:32,218 - mmaction - INFO - Epoch [160][340/940] lr: 1.257e-01, eta: 1 day, 2:36:38, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.4119, top5_acc: 0.6635, loss_cls: 2.6028, loss: 2.6028, grad_norm: 1.7474 2020-08-02 11:12:53,734 - mmaction - INFO - Epoch [160][360/940] lr: 1.257e-01, eta: 1 day, 2:36:17, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.4209, top5_acc: 0.6670, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.7012 2020-08-02 11:13:15,474 - mmaction - INFO - Epoch [160][380/940] lr: 1.257e-01, eta: 1 day, 2:35:56, time: 1.087, data_time: 0.009, memory: 6199, top1_acc: 0.4289, top5_acc: 0.6762, loss_cls: 2.5444, loss: 2.5444, grad_norm: 1.7315 2020-08-02 11:13:36,630 - mmaction - INFO - Epoch [160][400/940] lr: 1.257e-01, eta: 1 day, 2:35:35, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6633, loss_cls: 2.6066, loss: 2.6066, grad_norm: 1.7695 2020-08-02 11:13:57,683 - mmaction - INFO - Epoch [160][420/940] lr: 1.257e-01, eta: 1 day, 2:35:14, time: 1.054, data_time: 0.012, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.6007, loss: 2.6007, grad_norm: 1.7140 2020-08-02 11:14:17,849 - mmaction - INFO - Epoch [160][440/940] lr: 1.257e-01, eta: 1 day, 2:34:53, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4184, top5_acc: 0.6646, loss_cls: 2.6097, loss: 2.6097, grad_norm: 1.7306 2020-08-02 11:14:38,213 - mmaction - INFO - Epoch [160][460/940] lr: 1.257e-01, eta: 1 day, 2:34:31, time: 1.018, data_time: 0.003, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6748, loss_cls: 2.5592, loss: 2.5592, grad_norm: 1.7195 2020-08-02 11:14:59,144 - mmaction - INFO - Epoch [160][480/940] lr: 1.257e-01, eta: 1 day, 2:34:10, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6555, loss_cls: 2.6267, loss: 2.6267, grad_norm: 1.7143 2020-08-02 11:15:19,829 - mmaction - INFO - Epoch [160][500/940] lr: 1.257e-01, eta: 1 day, 2:33:49, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5572, loss: 2.5572, grad_norm: 1.6966 2020-08-02 11:15:41,355 - mmaction - INFO - Epoch [160][520/940] lr: 1.257e-01, eta: 1 day, 2:33:28, time: 1.076, data_time: 0.003, memory: 6199, top1_acc: 0.4164, top5_acc: 0.6633, loss_cls: 2.6303, loss: 2.6303, grad_norm: 1.7629 2020-08-02 11:16:03,073 - mmaction - INFO - Epoch [160][540/940] lr: 1.257e-01, eta: 1 day, 2:33:07, time: 1.085, data_time: 0.006, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6691, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.7151 2020-08-02 11:16:23,699 - mmaction - INFO - Epoch [160][560/940] lr: 1.257e-01, eta: 1 day, 2:32:46, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6670, loss_cls: 2.5951, loss: 2.5951, grad_norm: 1.7273 2020-08-02 11:16:45,865 - mmaction - INFO - Epoch [160][580/940] lr: 1.257e-01, eta: 1 day, 2:32:25, time: 1.108, data_time: 0.003, memory: 6199, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.5738, loss: 2.5738, grad_norm: 1.7280 2020-08-02 11:17:07,202 - mmaction - INFO - Epoch [160][600/940] lr: 1.257e-01, eta: 1 day, 2:32:04, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.4168, top5_acc: 0.6613, loss_cls: 2.6337, loss: 2.6337, grad_norm: 1.7590 2020-08-02 11:17:28,597 - mmaction - INFO - Epoch [160][620/940] lr: 1.257e-01, eta: 1 day, 2:31:43, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.4078, top5_acc: 0.6666, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.7155 2020-08-02 11:17:49,601 - mmaction - INFO - Epoch [160][640/940] lr: 1.257e-01, eta: 1 day, 2:31:22, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.4061, top5_acc: 0.6596, loss_cls: 2.6476, loss: 2.6476, grad_norm: 1.7546 2020-08-02 11:18:10,875 - mmaction - INFO - Epoch [160][660/940] lr: 1.257e-01, eta: 1 day, 2:31:01, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6525, loss: 2.6525, grad_norm: 1.7319 2020-08-02 11:18:30,970 - mmaction - INFO - Epoch [160][680/940] lr: 1.257e-01, eta: 1 day, 2:30:40, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.4242, top5_acc: 0.6600, loss_cls: 2.6022, loss: 2.6022, grad_norm: 1.7337 2020-08-02 11:18:52,120 - mmaction - INFO - Epoch [160][700/940] lr: 1.257e-01, eta: 1 day, 2:30:18, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.4143, top5_acc: 0.6559, loss_cls: 2.6561, loss: 2.6561, grad_norm: 1.7462 2020-08-02 11:19:13,080 - mmaction - INFO - Epoch [160][720/940] lr: 1.257e-01, eta: 1 day, 2:29:57, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.4057, top5_acc: 0.6521, loss_cls: 2.6571, loss: 2.6571, grad_norm: 1.7369 2020-08-02 11:19:35,259 - mmaction - INFO - Epoch [160][740/940] lr: 1.257e-01, eta: 1 day, 2:29:37, time: 1.108, data_time: 0.002, memory: 6199, top1_acc: 0.4096, top5_acc: 0.6564, loss_cls: 2.6339, loss: 2.6339, grad_norm: 1.7389 2020-08-02 11:19:55,144 - mmaction - INFO - Epoch [160][760/940] lr: 1.257e-01, eta: 1 day, 2:29:15, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6686, loss_cls: 2.6061, loss: 2.6061, grad_norm: 1.7227 2020-08-02 11:20:16,810 - mmaction - INFO - Epoch [160][780/940] lr: 1.257e-01, eta: 1 day, 2:28:54, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.4123, top5_acc: 0.6607, loss_cls: 2.6193, loss: 2.6193, grad_norm: 1.7257 2020-08-02 11:20:39,668 - mmaction - INFO - Epoch [160][800/940] lr: 1.257e-01, eta: 1 day, 2:28:34, time: 1.145, data_time: 0.005, memory: 6199, top1_acc: 0.4146, top5_acc: 0.6482, loss_cls: 2.6715, loss: 2.6715, grad_norm: 1.7372 2020-08-02 11:21:00,397 - mmaction - INFO - Epoch [160][820/940] lr: 1.257e-01, eta: 1 day, 2:28:13, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.4314, top5_acc: 0.6658, loss_cls: 2.5839, loss: 2.5839, grad_norm: 1.7272 2020-08-02 11:21:21,777 - mmaction - INFO - Epoch [160][840/940] lr: 1.257e-01, eta: 1 day, 2:27:52, time: 1.071, data_time: 0.009, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6572, loss_cls: 2.6233, loss: 2.6233, grad_norm: 1.7681 2020-08-02 11:21:42,967 - mmaction - INFO - Epoch [160][860/940] lr: 1.257e-01, eta: 1 day, 2:27:31, time: 1.058, data_time: 0.002, memory: 6199, top1_acc: 0.4041, top5_acc: 0.6539, loss_cls: 2.6692, loss: 2.6692, grad_norm: 1.7404 2020-08-02 11:22:03,979 - mmaction - INFO - Epoch [160][880/940] lr: 1.257e-01, eta: 1 day, 2:27:10, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.4256, top5_acc: 0.6717, loss_cls: 2.5830, loss: 2.5830, grad_norm: 1.6947 2020-08-02 11:22:25,202 - mmaction - INFO - Epoch [160][900/940] lr: 1.257e-01, eta: 1 day, 2:26:49, time: 1.061, data_time: 0.004, memory: 6199, top1_acc: 0.4238, top5_acc: 0.6676, loss_cls: 2.5977, loss: 2.5977, grad_norm: 1.7163 2020-08-02 11:22:46,623 - mmaction - INFO - Epoch [160][920/940] lr: 1.257e-01, eta: 1 day, 2:26:28, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6713, loss_cls: 2.5709, loss: 2.5709, grad_norm: 1.7350 2020-08-02 11:23:05,569 - mmaction - INFO - Epoch [160][940/940] lr: 1.257e-01, eta: 1 day, 2:26:06, time: 0.949, data_time: 0.006, memory: 6199, top1_acc: 0.4237, top5_acc: 0.6717, loss_cls: 2.6008, loss: 2.6008, grad_norm: 1.7686 2020-08-02 11:23:05,831 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-08-02 11:23:35,966 - mmaction - INFO - Epoch [161][20/940] lr: 1.235e-01, eta: 1 day, 2:25:49, time: 1.398, data_time: 0.419, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6822, loss_cls: 2.5118, loss: 2.5118, grad_norm: 1.6935 2020-08-02 11:23:56,910 - mmaction - INFO - Epoch [161][40/940] lr: 1.235e-01, eta: 1 day, 2:25:27, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.4094, top5_acc: 0.6623, loss_cls: 2.6096, loss: 2.6096, grad_norm: 1.8039 2020-08-02 11:24:16,819 - mmaction - INFO - Epoch [161][60/940] lr: 1.235e-01, eta: 1 day, 2:25:06, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6656, loss_cls: 2.5903, loss: 2.5903, grad_norm: 1.7611 2020-08-02 11:24:38,970 - mmaction - INFO - Epoch [161][80/940] lr: 1.235e-01, eta: 1 day, 2:24:45, time: 1.108, data_time: 0.010, memory: 6199, top1_acc: 0.4203, top5_acc: 0.6607, loss_cls: 2.6100, loss: 2.6100, grad_norm: 1.7450 2020-08-02 11:25:00,771 - mmaction - INFO - Epoch [161][100/940] lr: 1.235e-01, eta: 1 day, 2:24:25, time: 1.091, data_time: 0.009, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6691, loss_cls: 2.5526, loss: 2.5526, grad_norm: 1.7383 2020-08-02 11:25:21,903 - mmaction - INFO - Epoch [161][120/940] lr: 1.235e-01, eta: 1 day, 2:24:03, time: 1.053, data_time: 0.002, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6656, loss_cls: 2.5816, loss: 2.5816, grad_norm: 1.7597 2020-08-02 11:25:42,420 - mmaction - INFO - Epoch [161][140/940] lr: 1.235e-01, eta: 1 day, 2:23:42, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.4268, top5_acc: 0.6668, loss_cls: 2.5823, loss: 2.5823, grad_norm: 1.7210 2020-08-02 11:26:02,940 - mmaction - INFO - Epoch [161][160/940] lr: 1.235e-01, eta: 1 day, 2:23:21, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.4160, top5_acc: 0.6672, loss_cls: 2.6188, loss: 2.6188, grad_norm: 1.7707 2020-08-02 11:26:23,173 - mmaction - INFO - Epoch [161][180/940] lr: 1.235e-01, eta: 1 day, 2:22:59, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6670, loss_cls: 2.6070, loss: 2.6070, grad_norm: 1.7479 2020-08-02 11:26:43,294 - mmaction - INFO - Epoch [161][200/940] lr: 1.235e-01, eta: 1 day, 2:22:37, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6734, loss_cls: 2.5416, loss: 2.5416, grad_norm: 1.6991 2020-08-02 11:27:03,387 - mmaction - INFO - Epoch [161][220/940] lr: 1.235e-01, eta: 1 day, 2:22:16, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.4271, top5_acc: 0.6674, loss_cls: 2.5744, loss: 2.5744, grad_norm: 1.7520 2020-08-02 11:27:23,104 - mmaction - INFO - Epoch [161][240/940] lr: 1.235e-01, eta: 1 day, 2:21:54, time: 0.983, data_time: 0.002, memory: 6199, top1_acc: 0.4146, top5_acc: 0.6600, loss_cls: 2.6284, loss: 2.6284, grad_norm: 1.7538 2020-08-02 11:27:44,051 - mmaction - INFO - Epoch [161][260/940] lr: 1.235e-01, eta: 1 day, 2:21:33, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.6006, loss: 2.6006, grad_norm: 1.7526 2020-08-02 11:28:04,619 - mmaction - INFO - Epoch [161][280/940] lr: 1.235e-01, eta: 1 day, 2:21:11, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6816, loss_cls: 2.5490, loss: 2.5490, grad_norm: 1.7572 2020-08-02 11:28:25,387 - mmaction - INFO - Epoch [161][300/940] lr: 1.235e-01, eta: 1 day, 2:20:50, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4352, top5_acc: 0.6775, loss_cls: 2.5343, loss: 2.5343, grad_norm: 1.7287 2020-08-02 11:28:45,551 - mmaction - INFO - Epoch [161][320/940] lr: 1.235e-01, eta: 1 day, 2:20:28, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4256, top5_acc: 0.6697, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.7735 2020-08-02 11:29:06,459 - mmaction - INFO - Epoch [161][340/940] lr: 1.235e-01, eta: 1 day, 2:20:07, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6732, loss_cls: 2.5811, loss: 2.5811, grad_norm: 1.7607 2020-08-02 11:29:26,493 - mmaction - INFO - Epoch [161][360/940] lr: 1.235e-01, eta: 1 day, 2:19:45, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.4117, top5_acc: 0.6533, loss_cls: 2.6691, loss: 2.6691, grad_norm: 1.7723 2020-08-02 11:29:46,981 - mmaction - INFO - Epoch [161][380/940] lr: 1.235e-01, eta: 1 day, 2:19:24, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6680, loss_cls: 2.5630, loss: 2.5630, grad_norm: 1.7357 2020-08-02 11:30:07,678 - mmaction - INFO - Epoch [161][400/940] lr: 1.235e-01, eta: 1 day, 2:19:02, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4184, top5_acc: 0.6687, loss_cls: 2.5847, loss: 2.5847, grad_norm: 1.7310 2020-08-02 11:30:28,744 - mmaction - INFO - Epoch [161][420/940] lr: 1.235e-01, eta: 1 day, 2:18:41, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.4275, top5_acc: 0.6662, loss_cls: 2.5913, loss: 2.5913, grad_norm: 1.7107 2020-08-02 11:30:49,519 - mmaction - INFO - Epoch [161][440/940] lr: 1.235e-01, eta: 1 day, 2:18:20, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6682, loss_cls: 2.5907, loss: 2.5907, grad_norm: 1.7346 2020-08-02 11:31:10,107 - mmaction - INFO - Epoch [161][460/940] lr: 1.235e-01, eta: 1 day, 2:17:59, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.4281, top5_acc: 0.6816, loss_cls: 2.5533, loss: 2.5533, grad_norm: 1.7023 2020-08-02 11:31:30,321 - mmaction - INFO - Epoch [161][480/940] lr: 1.235e-01, eta: 1 day, 2:17:37, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6635, loss_cls: 2.6134, loss: 2.6134, grad_norm: 1.7140 2020-08-02 11:31:51,293 - mmaction - INFO - Epoch [161][500/940] lr: 1.235e-01, eta: 1 day, 2:17:16, time: 1.050, data_time: 0.011, memory: 6199, top1_acc: 0.4119, top5_acc: 0.6676, loss_cls: 2.6259, loss: 2.6259, grad_norm: 1.7382 2020-08-02 11:32:11,591 - mmaction - INFO - Epoch [161][520/940] lr: 1.235e-01, eta: 1 day, 2:16:54, time: 1.015, data_time: 0.004, memory: 6199, top1_acc: 0.4098, top5_acc: 0.6590, loss_cls: 2.6464, loss: 2.6464, grad_norm: 1.7665 2020-08-02 11:32:31,771 - mmaction - INFO - Epoch [161][540/940] lr: 1.235e-01, eta: 1 day, 2:16:33, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.4084, top5_acc: 0.6615, loss_cls: 2.6278, loss: 2.6278, grad_norm: 1.7372 2020-08-02 11:32:51,596 - mmaction - INFO - Epoch [161][560/940] lr: 1.235e-01, eta: 1 day, 2:16:11, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.4102, top5_acc: 0.6768, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.7836 2020-08-02 11:33:12,258 - mmaction - INFO - Epoch [161][580/940] lr: 1.235e-01, eta: 1 day, 2:15:50, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6650, loss_cls: 2.6121, loss: 2.6121, grad_norm: 1.7276 2020-08-02 11:33:33,428 - mmaction - INFO - Epoch [161][600/940] lr: 1.235e-01, eta: 1 day, 2:15:28, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6594, loss_cls: 2.6080, loss: 2.6080, grad_norm: 1.7161 2020-08-02 11:33:53,742 - mmaction - INFO - Epoch [161][620/940] lr: 1.235e-01, eta: 1 day, 2:15:07, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6686, loss_cls: 2.6054, loss: 2.6054, grad_norm: 1.7363 2020-08-02 11:34:13,991 - mmaction - INFO - Epoch [161][640/940] lr: 1.235e-01, eta: 1 day, 2:14:45, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4168, top5_acc: 0.6656, loss_cls: 2.5877, loss: 2.5877, grad_norm: 1.7424 2020-08-02 11:34:34,650 - mmaction - INFO - Epoch [161][660/940] lr: 1.235e-01, eta: 1 day, 2:14:24, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.4068, top5_acc: 0.6559, loss_cls: 2.6559, loss: 2.6559, grad_norm: 1.7565 2020-08-02 11:34:54,970 - mmaction - INFO - Epoch [161][680/940] lr: 1.235e-01, eta: 1 day, 2:14:02, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4086, top5_acc: 0.6623, loss_cls: 2.6406, loss: 2.6406, grad_norm: 1.7404 2020-08-02 11:35:15,341 - mmaction - INFO - Epoch [161][700/940] lr: 1.235e-01, eta: 1 day, 2:13:41, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6537, loss_cls: 2.6705, loss: 2.6705, grad_norm: 1.7304 2020-08-02 11:35:35,631 - mmaction - INFO - Epoch [161][720/940] lr: 1.235e-01, eta: 1 day, 2:13:19, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5872, loss: 2.5872, grad_norm: 1.7275 2020-08-02 11:35:55,921 - mmaction - INFO - Epoch [161][740/940] lr: 1.235e-01, eta: 1 day, 2:12:58, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6756, loss_cls: 2.5629, loss: 2.5629, grad_norm: 1.7588 2020-08-02 11:36:16,870 - mmaction - INFO - Epoch [161][760/940] lr: 1.235e-01, eta: 1 day, 2:12:37, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.4162, top5_acc: 0.6619, loss_cls: 2.6219, loss: 2.6219, grad_norm: 1.7373 2020-08-02 11:36:37,589 - mmaction - INFO - Epoch [161][780/940] lr: 1.235e-01, eta: 1 day, 2:12:15, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6572, loss_cls: 2.6537, loss: 2.6537, grad_norm: 1.7500 2020-08-02 11:36:58,020 - mmaction - INFO - Epoch [161][800/940] lr: 1.235e-01, eta: 1 day, 2:11:54, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6697, loss_cls: 2.5937, loss: 2.5937, grad_norm: 1.7351 2020-08-02 11:37:19,306 - mmaction - INFO - Epoch [161][820/940] lr: 1.235e-01, eta: 1 day, 2:11:33, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.4279, top5_acc: 0.6750, loss_cls: 2.5573, loss: 2.5573, grad_norm: 1.7352 2020-08-02 11:37:40,346 - mmaction - INFO - Epoch [161][840/940] lr: 1.235e-01, eta: 1 day, 2:11:12, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.4059, top5_acc: 0.6551, loss_cls: 2.6604, loss: 2.6604, grad_norm: 1.7709 2020-08-02 11:38:00,380 - mmaction - INFO - Epoch [161][860/940] lr: 1.235e-01, eta: 1 day, 2:10:50, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.4018, top5_acc: 0.6656, loss_cls: 2.6340, loss: 2.6340, grad_norm: 1.7518 2020-08-02 11:38:21,105 - mmaction - INFO - Epoch [161][880/940] lr: 1.235e-01, eta: 1 day, 2:10:29, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6609, loss_cls: 2.5964, loss: 2.5964, grad_norm: 1.7132 2020-08-02 11:38:41,550 - mmaction - INFO - Epoch [161][900/940] lr: 1.235e-01, eta: 1 day, 2:10:07, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6596, loss_cls: 2.6099, loss: 2.6099, grad_norm: 1.7282 2020-08-02 11:39:02,795 - mmaction - INFO - Epoch [161][920/940] lr: 1.235e-01, eta: 1 day, 2:09:46, time: 1.059, data_time: 0.010, memory: 6199, top1_acc: 0.4123, top5_acc: 0.6662, loss_cls: 2.6084, loss: 2.6084, grad_norm: 1.7748 2020-08-02 11:39:23,022 - mmaction - INFO - Epoch [161][940/940] lr: 1.235e-01, eta: 1 day, 2:09:25, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4243, top5_acc: 0.6705, loss_cls: 2.6010, loss: 2.6010, grad_norm: 1.7513 2020-08-02 11:39:53,210 - mmaction - INFO - Epoch [162][20/940] lr: 1.212e-01, eta: 1 day, 2:09:09, time: 1.492, data_time: 0.421, memory: 6199, top1_acc: 0.4270, top5_acc: 0.6793, loss_cls: 2.5170, loss: 2.5170, grad_norm: 1.7455 2020-08-02 11:40:13,025 - mmaction - INFO - Epoch [162][40/940] lr: 1.212e-01, eta: 1 day, 2:08:47, time: 0.994, data_time: 0.011, memory: 6199, top1_acc: 0.4176, top5_acc: 0.6682, loss_cls: 2.5948, loss: 2.5948, grad_norm: 1.7565 2020-08-02 11:40:32,673 - mmaction - INFO - Epoch [162][60/940] lr: 1.212e-01, eta: 1 day, 2:08:25, time: 0.981, data_time: 0.005, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6566, loss_cls: 2.6270, loss: 2.6270, grad_norm: 1.7429 2020-08-02 11:40:53,299 - mmaction - INFO - Epoch [162][80/940] lr: 1.212e-01, eta: 1 day, 2:08:04, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6672, loss_cls: 2.5701, loss: 2.5701, grad_norm: 1.7607 2020-08-02 11:41:13,425 - mmaction - INFO - Epoch [162][100/940] lr: 1.212e-01, eta: 1 day, 2:07:42, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6768, loss_cls: 2.5371, loss: 2.5371, grad_norm: 1.7400 2020-08-02 11:41:33,653 - mmaction - INFO - Epoch [162][120/940] lr: 1.212e-01, eta: 1 day, 2:07:20, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4184, top5_acc: 0.6682, loss_cls: 2.5762, loss: 2.5762, grad_norm: 1.7740 2020-08-02 11:41:53,779 - mmaction - INFO - Epoch [162][140/940] lr: 1.212e-01, eta: 1 day, 2:06:59, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.4248, top5_acc: 0.6736, loss_cls: 2.5593, loss: 2.5593, grad_norm: 1.7839 2020-08-02 11:42:14,091 - mmaction - INFO - Epoch [162][160/940] lr: 1.212e-01, eta: 1 day, 2:06:37, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6670, loss_cls: 2.6009, loss: 2.6009, grad_norm: 1.7618 2020-08-02 11:42:34,296 - mmaction - INFO - Epoch [162][180/940] lr: 1.212e-01, eta: 1 day, 2:06:16, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4264, top5_acc: 0.6777, loss_cls: 2.5428, loss: 2.5428, grad_norm: 1.7351 2020-08-02 11:42:54,521 - mmaction - INFO - Epoch [162][200/940] lr: 1.212e-01, eta: 1 day, 2:05:54, time: 1.010, data_time: 0.004, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6580, loss_cls: 2.6152, loss: 2.6152, grad_norm: 1.7747 2020-08-02 11:43:14,497 - mmaction - INFO - Epoch [162][220/940] lr: 1.212e-01, eta: 1 day, 2:05:32, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6660, loss_cls: 2.5789, loss: 2.5789, grad_norm: 1.6986 2020-08-02 11:43:34,842 - mmaction - INFO - Epoch [162][240/940] lr: 1.212e-01, eta: 1 day, 2:05:11, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6695, loss_cls: 2.5710, loss: 2.5710, grad_norm: 1.7569 2020-08-02 11:43:55,311 - mmaction - INFO - Epoch [162][260/940] lr: 1.212e-01, eta: 1 day, 2:04:49, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.4221, top5_acc: 0.6697, loss_cls: 2.5920, loss: 2.5920, grad_norm: 1.7877 2020-08-02 11:44:15,629 - mmaction - INFO - Epoch [162][280/940] lr: 1.212e-01, eta: 1 day, 2:04:28, time: 1.016, data_time: 0.010, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6592, loss_cls: 2.6517, loss: 2.6517, grad_norm: 1.7487 2020-08-02 11:44:35,491 - mmaction - INFO - Epoch [162][300/940] lr: 1.212e-01, eta: 1 day, 2:04:06, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.4320, top5_acc: 0.6748, loss_cls: 2.5290, loss: 2.5290, grad_norm: 1.7375 2020-08-02 11:44:55,944 - mmaction - INFO - Epoch [162][320/940] lr: 1.212e-01, eta: 1 day, 2:03:44, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6699, loss_cls: 2.5834, loss: 2.5834, grad_norm: 1.7547 2020-08-02 11:45:16,053 - mmaction - INFO - Epoch [162][340/940] lr: 1.212e-01, eta: 1 day, 2:03:23, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4230, top5_acc: 0.6582, loss_cls: 2.6131, loss: 2.6131, grad_norm: 1.7351 2020-08-02 11:45:36,134 - mmaction - INFO - Epoch [162][360/940] lr: 1.212e-01, eta: 1 day, 2:03:01, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.4201, top5_acc: 0.6611, loss_cls: 2.5936, loss: 2.5936, grad_norm: 1.7511 2020-08-02 11:45:56,588 - mmaction - INFO - Epoch [162][380/940] lr: 1.212e-01, eta: 1 day, 2:02:40, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5690, loss: 2.5690, grad_norm: 1.7564 2020-08-02 11:46:16,598 - mmaction - INFO - Epoch [162][400/940] lr: 1.212e-01, eta: 1 day, 2:02:18, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4250, top5_acc: 0.6807, loss_cls: 2.5517, loss: 2.5517, grad_norm: 1.7352 2020-08-02 11:46:36,353 - mmaction - INFO - Epoch [162][420/940] lr: 1.212e-01, eta: 1 day, 2:01:56, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4236, top5_acc: 0.6781, loss_cls: 2.5498, loss: 2.5498, grad_norm: 1.7515 2020-08-02 11:46:56,223 - mmaction - INFO - Epoch [162][440/940] lr: 1.212e-01, eta: 1 day, 2:01:34, time: 0.989, data_time: 0.006, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6707, loss_cls: 2.5731, loss: 2.5731, grad_norm: 1.7508 2020-08-02 11:47:16,401 - mmaction - INFO - Epoch [162][460/940] lr: 1.212e-01, eta: 1 day, 2:01:13, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4244, top5_acc: 0.6768, loss_cls: 2.5506, loss: 2.5506, grad_norm: 1.7576 2020-08-02 11:47:36,266 - mmaction - INFO - Epoch [162][480/940] lr: 1.212e-01, eta: 1 day, 2:00:51, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.4090, top5_acc: 0.6576, loss_cls: 2.6570, loss: 2.6570, grad_norm: 1.7913 2020-08-02 11:47:56,238 - mmaction - INFO - Epoch [162][500/940] lr: 1.212e-01, eta: 1 day, 2:00:29, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4318, top5_acc: 0.6664, loss_cls: 2.5586, loss: 2.5586, grad_norm: 1.7139 2020-08-02 11:48:16,156 - mmaction - INFO - Epoch [162][520/940] lr: 1.212e-01, eta: 1 day, 2:00:07, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6641, loss_cls: 2.6141, loss: 2.6141, grad_norm: 1.7886 2020-08-02 11:48:36,383 - mmaction - INFO - Epoch [162][540/940] lr: 1.212e-01, eta: 1 day, 1:59:46, time: 1.014, data_time: 0.012, memory: 6199, top1_acc: 0.4277, top5_acc: 0.6668, loss_cls: 2.5744, loss: 2.5744, grad_norm: 1.7675 2020-08-02 11:48:56,733 - mmaction - INFO - Epoch [162][560/940] lr: 1.212e-01, eta: 1 day, 1:59:24, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4264, top5_acc: 0.6650, loss_cls: 2.5826, loss: 2.5826, grad_norm: 1.7616 2020-08-02 11:49:16,914 - mmaction - INFO - Epoch [162][580/940] lr: 1.212e-01, eta: 1 day, 1:59:03, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6699, loss_cls: 2.6008, loss: 2.6008, grad_norm: 1.7558 2020-08-02 11:49:36,947 - mmaction - INFO - Epoch [162][600/940] lr: 1.212e-01, eta: 1 day, 1:58:41, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4113, top5_acc: 0.6574, loss_cls: 2.6368, loss: 2.6368, grad_norm: 1.7573 2020-08-02 11:49:56,759 - mmaction - INFO - Epoch [162][620/940] lr: 1.212e-01, eta: 1 day, 1:58:19, time: 0.985, data_time: 0.005, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6633, loss_cls: 2.6014, loss: 2.6014, grad_norm: 1.7717 2020-08-02 11:50:16,853 - mmaction - INFO - Epoch [162][640/940] lr: 1.212e-01, eta: 1 day, 1:57:57, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.6289, loss: 2.6289, grad_norm: 1.7524 2020-08-02 11:50:36,937 - mmaction - INFO - Epoch [162][660/940] lr: 1.212e-01, eta: 1 day, 1:57:36, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6633, loss_cls: 2.6055, loss: 2.6055, grad_norm: 1.7475 2020-08-02 11:50:57,068 - mmaction - INFO - Epoch [162][680/940] lr: 1.212e-01, eta: 1 day, 1:57:14, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.4098, top5_acc: 0.6547, loss_cls: 2.6378, loss: 2.6378, grad_norm: 1.7762 2020-08-02 11:51:17,309 - mmaction - INFO - Epoch [162][700/940] lr: 1.212e-01, eta: 1 day, 1:56:52, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6758, loss_cls: 2.5518, loss: 2.5518, grad_norm: 1.7323 2020-08-02 11:51:37,220 - mmaction - INFO - Epoch [162][720/940] lr: 1.212e-01, eta: 1 day, 1:56:31, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6695, loss_cls: 2.6048, loss: 2.6048, grad_norm: 1.7102 2020-08-02 11:51:57,086 - mmaction - INFO - Epoch [162][740/940] lr: 1.212e-01, eta: 1 day, 1:56:09, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4123, top5_acc: 0.6648, loss_cls: 2.6098, loss: 2.6098, grad_norm: 1.7546 2020-08-02 11:52:17,222 - mmaction - INFO - Epoch [162][760/940] lr: 1.212e-01, eta: 1 day, 1:55:47, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5929, loss: 2.5929, grad_norm: 1.7778 2020-08-02 11:52:37,451 - mmaction - INFO - Epoch [162][780/940] lr: 1.212e-01, eta: 1 day, 1:55:26, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.4211, top5_acc: 0.6639, loss_cls: 2.5996, loss: 2.5996, grad_norm: 1.7610 2020-08-02 11:52:57,488 - mmaction - INFO - Epoch [162][800/940] lr: 1.212e-01, eta: 1 day, 1:55:04, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6639, loss_cls: 2.6105, loss: 2.6105, grad_norm: 1.7656 2020-08-02 11:53:18,130 - mmaction - INFO - Epoch [162][820/940] lr: 1.212e-01, eta: 1 day, 1:54:43, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.4240, top5_acc: 0.6646, loss_cls: 2.5939, loss: 2.5939, grad_norm: 1.7608 2020-08-02 11:53:38,238 - mmaction - INFO - Epoch [162][840/940] lr: 1.212e-01, eta: 1 day, 1:54:21, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.4154, top5_acc: 0.6705, loss_cls: 2.5831, loss: 2.5831, grad_norm: 1.7958 2020-08-02 11:53:58,698 - mmaction - INFO - Epoch [162][860/940] lr: 1.212e-01, eta: 1 day, 1:53:59, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.4242, top5_acc: 0.6713, loss_cls: 2.5705, loss: 2.5705, grad_norm: 1.7309 2020-08-02 11:54:18,398 - mmaction - INFO - Epoch [162][880/940] lr: 1.212e-01, eta: 1 day, 1:53:38, time: 0.989, data_time: 0.009, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.5939, loss: 2.5939, grad_norm: 1.7415 2020-08-02 11:54:38,243 - mmaction - INFO - Epoch [162][900/940] lr: 1.212e-01, eta: 1 day, 1:53:16, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.4287, top5_acc: 0.6664, loss_cls: 2.5797, loss: 2.5797, grad_norm: 1.7393 2020-08-02 11:54:57,784 - mmaction - INFO - Epoch [162][920/940] lr: 1.212e-01, eta: 1 day, 1:52:54, time: 0.979, data_time: 0.007, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6736, loss_cls: 2.5849, loss: 2.5849, grad_norm: 1.7917 2020-08-02 11:55:16,333 - mmaction - INFO - Epoch [162][940/940] lr: 1.212e-01, eta: 1 day, 1:52:31, time: 0.925, data_time: 0.007, memory: 6199, top1_acc: 0.4324, top5_acc: 0.6713, loss_cls: 2.5621, loss: 2.5621, grad_norm: 1.7582 2020-08-02 11:55:46,552 - mmaction - INFO - Epoch [163][20/940] lr: 1.190e-01, eta: 1 day, 1:52:15, time: 1.493, data_time: 0.482, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6795, loss_cls: 2.5223, loss: 2.5223, grad_norm: 1.7494 2020-08-02 11:56:05,671 - mmaction - INFO - Epoch [163][40/940] lr: 1.190e-01, eta: 1 day, 1:51:53, time: 0.956, data_time: 0.009, memory: 6199, top1_acc: 0.4324, top5_acc: 0.6787, loss_cls: 2.5417, loss: 2.5417, grad_norm: 1.7705 2020-08-02 11:56:25,792 - mmaction - INFO - Epoch [163][60/940] lr: 1.190e-01, eta: 1 day, 1:51:31, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4209, top5_acc: 0.6684, loss_cls: 2.5967, loss: 2.5967, grad_norm: 1.8152 2020-08-02 11:56:45,740 - mmaction - INFO - Epoch [163][80/940] lr: 1.190e-01, eta: 1 day, 1:51:10, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6590, loss_cls: 2.6079, loss: 2.6079, grad_norm: 1.7814 2020-08-02 11:57:05,666 - mmaction - INFO - Epoch [163][100/940] lr: 1.190e-01, eta: 1 day, 1:50:48, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.4166, top5_acc: 0.6678, loss_cls: 2.5657, loss: 2.5657, grad_norm: 1.7465 2020-08-02 11:57:25,919 - mmaction - INFO - Epoch [163][120/940] lr: 1.190e-01, eta: 1 day, 1:50:26, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4309, top5_acc: 0.6635, loss_cls: 2.5748, loss: 2.5748, grad_norm: 1.7745 2020-08-02 11:57:46,725 - mmaction - INFO - Epoch [163][140/940] lr: 1.190e-01, eta: 1 day, 1:50:05, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.4174, top5_acc: 0.6617, loss_cls: 2.6113, loss: 2.6113, grad_norm: 1.7640 2020-08-02 11:58:06,352 - mmaction - INFO - Epoch [163][160/940] lr: 1.190e-01, eta: 1 day, 1:49:43, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.4221, top5_acc: 0.6641, loss_cls: 2.5962, loss: 2.5962, grad_norm: 1.7588 2020-08-02 11:58:26,972 - mmaction - INFO - Epoch [163][180/940] lr: 1.190e-01, eta: 1 day, 1:49:22, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4250, top5_acc: 0.6652, loss_cls: 2.5534, loss: 2.5534, grad_norm: 1.7762 2020-08-02 11:58:46,828 - mmaction - INFO - Epoch [163][200/940] lr: 1.190e-01, eta: 1 day, 1:49:00, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6613, loss_cls: 2.5732, loss: 2.5732, grad_norm: 1.7778 2020-08-02 11:59:06,954 - mmaction - INFO - Epoch [163][220/940] lr: 1.190e-01, eta: 1 day, 1:48:38, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4115, top5_acc: 0.6752, loss_cls: 2.5552, loss: 2.5552, grad_norm: 1.7559 2020-08-02 11:59:27,069 - mmaction - INFO - Epoch [163][240/940] lr: 1.190e-01, eta: 1 day, 1:48:17, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6689, loss_cls: 2.5808, loss: 2.5808, grad_norm: 1.7879 2020-08-02 11:59:47,707 - mmaction - INFO - Epoch [163][260/940] lr: 1.190e-01, eta: 1 day, 1:47:55, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.4295, top5_acc: 0.6787, loss_cls: 2.5661, loss: 2.5661, grad_norm: 1.7683 2020-08-02 12:00:11,668 - mmaction - INFO - Epoch [163][280/940] lr: 1.190e-01, eta: 1 day, 1:47:36, time: 1.197, data_time: 0.008, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6680, loss_cls: 2.5764, loss: 2.5764, grad_norm: 1.7756 2020-08-02 12:00:31,770 - mmaction - INFO - Epoch [163][300/940] lr: 1.190e-01, eta: 1 day, 1:47:14, time: 1.007, data_time: 0.013, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6801, loss_cls: 2.5334, loss: 2.5334, grad_norm: 1.7604 2020-08-02 12:00:52,130 - mmaction - INFO - Epoch [163][320/940] lr: 1.190e-01, eta: 1 day, 1:46:53, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4117, top5_acc: 0.6572, loss_cls: 2.6238, loss: 2.6238, grad_norm: 1.7984 2020-08-02 12:01:12,258 - mmaction - INFO - Epoch [163][340/940] lr: 1.190e-01, eta: 1 day, 1:46:31, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6639, loss_cls: 2.5775, loss: 2.5775, grad_norm: 1.7361 2020-08-02 12:01:32,283 - mmaction - INFO - Epoch [163][360/940] lr: 1.190e-01, eta: 1 day, 1:46:09, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6713, loss_cls: 2.5793, loss: 2.5793, grad_norm: 1.7371 2020-08-02 12:01:52,403 - mmaction - INFO - Epoch [163][380/940] lr: 1.190e-01, eta: 1 day, 1:45:48, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6715, loss_cls: 2.5643, loss: 2.5643, grad_norm: 1.7597 2020-08-02 12:02:12,502 - mmaction - INFO - Epoch [163][400/940] lr: 1.190e-01, eta: 1 day, 1:45:26, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4273, top5_acc: 0.6689, loss_cls: 2.5838, loss: 2.5838, grad_norm: 1.7379 2020-08-02 12:02:32,623 - mmaction - INFO - Epoch [163][420/940] lr: 1.190e-01, eta: 1 day, 1:45:05, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.4324, top5_acc: 0.6727, loss_cls: 2.5555, loss: 2.5555, grad_norm: 1.7612 2020-08-02 12:02:52,704 - mmaction - INFO - Epoch [163][440/940] lr: 1.190e-01, eta: 1 day, 1:44:43, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6629, loss_cls: 2.5770, loss: 2.5770, grad_norm: 1.7809 2020-08-02 12:03:12,769 - mmaction - INFO - Epoch [163][460/940] lr: 1.190e-01, eta: 1 day, 1:44:21, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4131, top5_acc: 0.6664, loss_cls: 2.6045, loss: 2.6045, grad_norm: 1.7807 2020-08-02 12:03:32,851 - mmaction - INFO - Epoch [163][480/940] lr: 1.190e-01, eta: 1 day, 1:44:00, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4217, top5_acc: 0.6689, loss_cls: 2.6111, loss: 2.6111, grad_norm: 1.7604 2020-08-02 12:03:52,999 - mmaction - INFO - Epoch [163][500/940] lr: 1.190e-01, eta: 1 day, 1:43:38, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5709, loss: 2.5709, grad_norm: 1.7819 2020-08-02 12:04:13,100 - mmaction - INFO - Epoch [163][520/940] lr: 1.190e-01, eta: 1 day, 1:43:16, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4270, top5_acc: 0.6689, loss_cls: 2.5418, loss: 2.5418, grad_norm: 1.7680 2020-08-02 12:04:33,318 - mmaction - INFO - Epoch [163][540/940] lr: 1.190e-01, eta: 1 day, 1:42:55, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4209, top5_acc: 0.6684, loss_cls: 2.5926, loss: 2.5926, grad_norm: 1.7649 2020-08-02 12:04:54,150 - mmaction - INFO - Epoch [163][560/940] lr: 1.190e-01, eta: 1 day, 1:42:33, time: 1.041, data_time: 0.010, memory: 6199, top1_acc: 0.4324, top5_acc: 0.6678, loss_cls: 2.5601, loss: 2.5601, grad_norm: 1.7752 2020-08-02 12:05:14,206 - mmaction - INFO - Epoch [163][580/940] lr: 1.190e-01, eta: 1 day, 1:42:12, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6682, loss_cls: 2.5898, loss: 2.5898, grad_norm: 1.7790 2020-08-02 12:05:34,388 - mmaction - INFO - Epoch [163][600/940] lr: 1.190e-01, eta: 1 day, 1:41:50, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.4262, top5_acc: 0.6705, loss_cls: 2.5563, loss: 2.5563, grad_norm: 1.7821 2020-08-02 12:05:54,278 - mmaction - INFO - Epoch [163][620/940] lr: 1.190e-01, eta: 1 day, 1:41:28, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.4299, top5_acc: 0.6680, loss_cls: 2.5812, loss: 2.5812, grad_norm: 1.7499 2020-08-02 12:06:14,477 - mmaction - INFO - Epoch [163][640/940] lr: 1.190e-01, eta: 1 day, 1:41:07, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6705, loss_cls: 2.5428, loss: 2.5428, grad_norm: 1.7856 2020-08-02 12:06:35,027 - mmaction - INFO - Epoch [163][660/940] lr: 1.190e-01, eta: 1 day, 1:40:45, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.4152, top5_acc: 0.6717, loss_cls: 2.6157, loss: 2.6157, grad_norm: 1.7645 2020-08-02 12:06:55,257 - mmaction - INFO - Epoch [163][680/940] lr: 1.190e-01, eta: 1 day, 1:40:24, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6664, loss_cls: 2.6127, loss: 2.6127, grad_norm: 1.7632 2020-08-02 12:07:15,117 - mmaction - INFO - Epoch [163][700/940] lr: 1.190e-01, eta: 1 day, 1:40:02, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.4176, top5_acc: 0.6695, loss_cls: 2.5437, loss: 2.5437, grad_norm: 1.7566 2020-08-02 12:07:35,276 - mmaction - INFO - Epoch [163][720/940] lr: 1.190e-01, eta: 1 day, 1:39:41, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4141, top5_acc: 0.6566, loss_cls: 2.6296, loss: 2.6296, grad_norm: 1.7533 2020-08-02 12:07:55,033 - mmaction - INFO - Epoch [163][740/940] lr: 1.190e-01, eta: 1 day, 1:39:19, time: 0.988, data_time: 0.005, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6693, loss_cls: 2.5889, loss: 2.5889, grad_norm: 1.7585 2020-08-02 12:08:14,769 - mmaction - INFO - Epoch [163][760/940] lr: 1.190e-01, eta: 1 day, 1:38:57, time: 0.984, data_time: 0.003, memory: 6199, top1_acc: 0.4301, top5_acc: 0.6766, loss_cls: 2.5469, loss: 2.5469, grad_norm: 1.7618 2020-08-02 12:08:34,829 - mmaction - INFO - Epoch [163][780/940] lr: 1.190e-01, eta: 1 day, 1:38:35, time: 1.003, data_time: 0.010, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6697, loss_cls: 2.5809, loss: 2.5809, grad_norm: 1.7440 2020-08-02 12:08:54,765 - mmaction - INFO - Epoch [163][800/940] lr: 1.190e-01, eta: 1 day, 1:38:13, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.4170, top5_acc: 0.6666, loss_cls: 2.6027, loss: 2.6027, grad_norm: 1.8062 2020-08-02 12:09:15,352 - mmaction - INFO - Epoch [163][820/940] lr: 1.190e-01, eta: 1 day, 1:37:52, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.4111, top5_acc: 0.6709, loss_cls: 2.5969, loss: 2.5969, grad_norm: 1.7559 2020-08-02 12:09:35,952 - mmaction - INFO - Epoch [163][840/940] lr: 1.190e-01, eta: 1 day, 1:37:31, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.4119, top5_acc: 0.6701, loss_cls: 2.5998, loss: 2.5998, grad_norm: 1.7780 2020-08-02 12:09:56,013 - mmaction - INFO - Epoch [163][860/940] lr: 1.190e-01, eta: 1 day, 1:37:09, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6621, loss_cls: 2.6328, loss: 2.6328, grad_norm: 1.7678 2020-08-02 12:10:16,286 - mmaction - INFO - Epoch [163][880/940] lr: 1.190e-01, eta: 1 day, 1:36:47, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4174, top5_acc: 0.6633, loss_cls: 2.6150, loss: 2.6150, grad_norm: 1.7620 2020-08-02 12:10:36,449 - mmaction - INFO - Epoch [163][900/940] lr: 1.190e-01, eta: 1 day, 1:36:26, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.4297, top5_acc: 0.6750, loss_cls: 2.5677, loss: 2.5677, grad_norm: 1.7655 2020-08-02 12:10:56,785 - mmaction - INFO - Epoch [163][920/940] lr: 1.190e-01, eta: 1 day, 1:36:04, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4137, top5_acc: 0.6637, loss_cls: 2.6110, loss: 2.6110, grad_norm: 1.7860 2020-08-02 12:11:15,682 - mmaction - INFO - Epoch [163][940/940] lr: 1.190e-01, eta: 1 day, 1:35:42, time: 0.942, data_time: 0.006, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6684, loss_cls: 2.5949, loss: 2.5949, grad_norm: 1.7636 2020-08-02 12:12:44,858 - mmaction - INFO - Epoch [164][20/940] lr: 1.167e-01, eta: 1 day, 1:36:00, time: 4.432, data_time: 0.624, memory: 6199, top1_acc: 0.4256, top5_acc: 0.6664, loss_cls: 2.5707, loss: 2.5707, grad_norm: 1.7972 2020-08-02 12:13:03,762 - mmaction - INFO - Epoch [164][40/940] lr: 1.167e-01, eta: 1 day, 1:35:37, time: 0.949, data_time: 0.012, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6754, loss_cls: 2.5676, loss: 2.5676, grad_norm: 1.7706 2020-08-02 12:13:23,377 - mmaction - INFO - Epoch [164][60/940] lr: 1.167e-01, eta: 1 day, 1:35:15, time: 0.980, data_time: 0.008, memory: 6199, top1_acc: 0.4318, top5_acc: 0.6746, loss_cls: 2.5510, loss: 2.5510, grad_norm: 1.7910 2020-08-02 12:13:43,016 - mmaction - INFO - Epoch [164][80/940] lr: 1.167e-01, eta: 1 day, 1:34:53, time: 0.983, data_time: 0.007, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6813, loss_cls: 2.5203, loss: 2.5203, grad_norm: 1.7895 2020-08-02 12:14:02,601 - mmaction - INFO - Epoch [164][100/940] lr: 1.167e-01, eta: 1 day, 1:34:31, time: 0.977, data_time: 0.007, memory: 6199, top1_acc: 0.4393, top5_acc: 0.6721, loss_cls: 2.5712, loss: 2.5712, grad_norm: 1.7303 2020-08-02 12:14:22,090 - mmaction - INFO - Epoch [164][120/940] lr: 1.167e-01, eta: 1 day, 1:34:09, time: 0.977, data_time: 0.007, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6691, loss_cls: 2.5843, loss: 2.5843, grad_norm: 1.7990 2020-08-02 12:14:42,948 - mmaction - INFO - Epoch [164][140/940] lr: 1.167e-01, eta: 1 day, 1:33:48, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4279, top5_acc: 0.6838, loss_cls: 2.5230, loss: 2.5230, grad_norm: 1.8145 2020-08-02 12:15:02,685 - mmaction - INFO - Epoch [164][160/940] lr: 1.167e-01, eta: 1 day, 1:33:26, time: 0.986, data_time: 0.005, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6687, loss_cls: 2.5761, loss: 2.5761, grad_norm: 1.7874 2020-08-02 12:15:23,349 - mmaction - INFO - Epoch [164][180/940] lr: 1.167e-01, eta: 1 day, 1:33:05, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.4297, top5_acc: 0.6750, loss_cls: 2.5484, loss: 2.5484, grad_norm: 1.7532 2020-08-02 12:15:43,817 - mmaction - INFO - Epoch [164][200/940] lr: 1.167e-01, eta: 1 day, 1:32:44, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6670, loss_cls: 2.5741, loss: 2.5741, grad_norm: 1.7802 2020-08-02 12:16:03,762 - mmaction - INFO - Epoch [164][220/940] lr: 1.167e-01, eta: 1 day, 1:32:22, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4303, top5_acc: 0.6709, loss_cls: 2.5753, loss: 2.5753, grad_norm: 1.7938 2020-08-02 12:16:23,902 - mmaction - INFO - Epoch [164][240/940] lr: 1.167e-01, eta: 1 day, 1:32:00, time: 1.006, data_time: 0.003, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5807, loss: 2.5807, grad_norm: 1.8077 2020-08-02 12:16:43,881 - mmaction - INFO - Epoch [164][260/940] lr: 1.167e-01, eta: 1 day, 1:31:38, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.4152, top5_acc: 0.6631, loss_cls: 2.5952, loss: 2.5952, grad_norm: 1.7441 2020-08-02 12:17:03,436 - mmaction - INFO - Epoch [164][280/940] lr: 1.167e-01, eta: 1 day, 1:31:17, time: 0.980, data_time: 0.008, memory: 6199, top1_acc: 0.4199, top5_acc: 0.6629, loss_cls: 2.5950, loss: 2.5950, grad_norm: 1.7824 2020-08-02 12:17:23,085 - mmaction - INFO - Epoch [164][300/940] lr: 1.167e-01, eta: 1 day, 1:30:55, time: 0.981, data_time: 0.007, memory: 6199, top1_acc: 0.4238, top5_acc: 0.6631, loss_cls: 2.6036, loss: 2.6036, grad_norm: 1.7752 2020-08-02 12:17:43,549 - mmaction - INFO - Epoch [164][320/940] lr: 1.167e-01, eta: 1 day, 1:30:33, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4330, top5_acc: 0.6742, loss_cls: 2.5312, loss: 2.5312, grad_norm: 1.7815 2020-08-02 12:18:04,212 - mmaction - INFO - Epoch [164][340/940] lr: 1.167e-01, eta: 1 day, 1:30:12, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4314, top5_acc: 0.6770, loss_cls: 2.5307, loss: 2.5307, grad_norm: 1.8015 2020-08-02 12:18:24,185 - mmaction - INFO - Epoch [164][360/940] lr: 1.167e-01, eta: 1 day, 1:29:50, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6713, loss_cls: 2.5433, loss: 2.5433, grad_norm: 1.7711 2020-08-02 12:18:44,400 - mmaction - INFO - Epoch [164][380/940] lr: 1.167e-01, eta: 1 day, 1:29:29, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4203, top5_acc: 0.6717, loss_cls: 2.5667, loss: 2.5667, grad_norm: 1.8063 2020-08-02 12:19:04,427 - mmaction - INFO - Epoch [164][400/940] lr: 1.167e-01, eta: 1 day, 1:29:07, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4301, top5_acc: 0.6727, loss_cls: 2.5835, loss: 2.5835, grad_norm: 1.7835 2020-08-02 12:19:24,907 - mmaction - INFO - Epoch [164][420/940] lr: 1.167e-01, eta: 1 day, 1:28:45, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5701, loss: 2.5701, grad_norm: 1.7942 2020-08-02 12:19:45,131 - mmaction - INFO - Epoch [164][440/940] lr: 1.167e-01, eta: 1 day, 1:28:24, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4270, top5_acc: 0.6637, loss_cls: 2.5788, loss: 2.5788, grad_norm: 1.7537 2020-08-02 12:20:05,274 - mmaction - INFO - Epoch [164][460/940] lr: 1.167e-01, eta: 1 day, 1:28:02, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.4076, top5_acc: 0.6574, loss_cls: 2.6301, loss: 2.6301, grad_norm: 1.7784 2020-08-02 12:20:25,562 - mmaction - INFO - Epoch [164][480/940] lr: 1.167e-01, eta: 1 day, 1:27:41, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.4305, top5_acc: 0.6727, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.7553 2020-08-02 12:20:45,785 - mmaction - INFO - Epoch [164][500/940] lr: 1.167e-01, eta: 1 day, 1:27:19, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6795, loss_cls: 2.5236, loss: 2.5236, grad_norm: 1.7967 2020-08-02 12:21:06,181 - mmaction - INFO - Epoch [164][520/940] lr: 1.167e-01, eta: 1 day, 1:26:58, time: 1.019, data_time: 0.004, memory: 6199, top1_acc: 0.4275, top5_acc: 0.6717, loss_cls: 2.5731, loss: 2.5731, grad_norm: 1.7815 2020-08-02 12:21:26,138 - mmaction - INFO - Epoch [164][540/940] lr: 1.167e-01, eta: 1 day, 1:26:36, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6619, loss_cls: 2.5745, loss: 2.5745, grad_norm: 1.7873 2020-08-02 12:21:46,165 - mmaction - INFO - Epoch [164][560/940] lr: 1.167e-01, eta: 1 day, 1:26:14, time: 1.005, data_time: 0.011, memory: 6199, top1_acc: 0.4211, top5_acc: 0.6686, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.8066 2020-08-02 12:22:06,003 - mmaction - INFO - Epoch [164][580/940] lr: 1.167e-01, eta: 1 day, 1:25:52, time: 0.991, data_time: 0.003, memory: 6199, top1_acc: 0.4307, top5_acc: 0.6725, loss_cls: 2.5548, loss: 2.5548, grad_norm: 1.7714 2020-08-02 12:22:25,922 - mmaction - INFO - Epoch [164][600/940] lr: 1.167e-01, eta: 1 day, 1:25:31, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6711, loss_cls: 2.5541, loss: 2.5541, grad_norm: 1.7627 2020-08-02 12:22:46,480 - mmaction - INFO - Epoch [164][620/940] lr: 1.167e-01, eta: 1 day, 1:25:09, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6582, loss_cls: 2.6112, loss: 2.6112, grad_norm: 1.7760 2020-08-02 12:23:06,176 - mmaction - INFO - Epoch [164][640/940] lr: 1.167e-01, eta: 1 day, 1:24:48, time: 0.988, data_time: 0.009, memory: 6199, top1_acc: 0.4221, top5_acc: 0.6717, loss_cls: 2.6050, loss: 2.6050, grad_norm: 1.7896 2020-08-02 12:23:26,002 - mmaction - INFO - Epoch [164][660/940] lr: 1.167e-01, eta: 1 day, 1:24:26, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6658, loss_cls: 2.6040, loss: 2.6040, grad_norm: 1.8090 2020-08-02 12:23:46,161 - mmaction - INFO - Epoch [164][680/940] lr: 1.167e-01, eta: 1 day, 1:24:04, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.4236, top5_acc: 0.6621, loss_cls: 2.6095, loss: 2.6095, grad_norm: 1.7946 2020-08-02 12:24:06,208 - mmaction - INFO - Epoch [164][700/940] lr: 1.167e-01, eta: 1 day, 1:23:42, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4182, top5_acc: 0.6699, loss_cls: 2.5815, loss: 2.5815, grad_norm: 1.7817 2020-08-02 12:24:27,125 - mmaction - INFO - Epoch [164][720/940] lr: 1.167e-01, eta: 1 day, 1:23:21, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6748, loss_cls: 2.5675, loss: 2.5675, grad_norm: 1.7692 2020-08-02 12:24:48,276 - mmaction - INFO - Epoch [164][740/940] lr: 1.167e-01, eta: 1 day, 1:23:00, time: 1.059, data_time: 0.007, memory: 6199, top1_acc: 0.4342, top5_acc: 0.6779, loss_cls: 2.5227, loss: 2.5227, grad_norm: 1.7706 2020-08-02 12:25:08,033 - mmaction - INFO - Epoch [164][760/940] lr: 1.167e-01, eta: 1 day, 1:22:38, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4293, top5_acc: 0.6607, loss_cls: 2.6011, loss: 2.6011, grad_norm: 1.8034 2020-08-02 12:25:28,516 - mmaction - INFO - Epoch [164][780/940] lr: 1.167e-01, eta: 1 day, 1:22:17, time: 1.025, data_time: 0.003, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6777, loss_cls: 2.5488, loss: 2.5488, grad_norm: 1.7934 2020-08-02 12:25:49,581 - mmaction - INFO - Epoch [164][800/940] lr: 1.167e-01, eta: 1 day, 1:21:56, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.4127, top5_acc: 0.6604, loss_cls: 2.6144, loss: 2.6144, grad_norm: 1.8086 2020-08-02 12:26:10,097 - mmaction - INFO - Epoch [164][820/940] lr: 1.167e-01, eta: 1 day, 1:21:34, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6682, loss_cls: 2.5902, loss: 2.5902, grad_norm: 1.8047 2020-08-02 12:26:30,689 - mmaction - INFO - Epoch [164][840/940] lr: 1.167e-01, eta: 1 day, 1:21:13, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6652, loss_cls: 2.5813, loss: 2.5813, grad_norm: 1.8114 2020-08-02 12:26:50,131 - mmaction - INFO - Epoch [164][860/940] lr: 1.167e-01, eta: 1 day, 1:20:51, time: 0.973, data_time: 0.006, memory: 6199, top1_acc: 0.4275, top5_acc: 0.6781, loss_cls: 2.5434, loss: 2.5434, grad_norm: 1.7867 2020-08-02 12:27:11,078 - mmaction - INFO - Epoch [164][880/940] lr: 1.167e-01, eta: 1 day, 1:20:30, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4283, top5_acc: 0.6652, loss_cls: 2.5721, loss: 2.5721, grad_norm: 1.7496 2020-08-02 12:27:31,635 - mmaction - INFO - Epoch [164][900/940] lr: 1.167e-01, eta: 1 day, 1:20:09, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4139, top5_acc: 0.6627, loss_cls: 2.6332, loss: 2.6332, grad_norm: 1.8185 2020-08-02 12:27:52,154 - mmaction - INFO - Epoch [164][920/940] lr: 1.167e-01, eta: 1 day, 1:19:47, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6660, loss_cls: 2.6063, loss: 2.6063, grad_norm: 1.7641 2020-08-02 12:28:11,458 - mmaction - INFO - Epoch [164][940/940] lr: 1.167e-01, eta: 1 day, 1:19:25, time: 0.963, data_time: 0.003, memory: 6199, top1_acc: 0.4138, top5_acc: 0.6654, loss_cls: 2.6126, loss: 2.6126, grad_norm: 1.7868 2020-08-02 12:28:11,714 - mmaction - INFO - Saving checkpoint at 164 epochs 2020-08-02 12:28:41,304 - mmaction - INFO - Epoch [165][20/940] lr: 1.145e-01, eta: 1 day, 1:19:07, time: 1.369, data_time: 0.369, memory: 6199, top1_acc: 0.4395, top5_acc: 0.6875, loss_cls: 2.4983, loss: 2.4983, grad_norm: 1.8126 2020-08-02 12:29:01,166 - mmaction - INFO - Epoch [165][40/940] lr: 1.145e-01, eta: 1 day, 1:18:46, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.4375, top5_acc: 0.6709, loss_cls: 2.5247, loss: 2.5247, grad_norm: 1.8015 2020-08-02 12:29:21,358 - mmaction - INFO - Epoch [165][60/940] lr: 1.145e-01, eta: 1 day, 1:18:24, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4111, top5_acc: 0.6687, loss_cls: 2.5934, loss: 2.5934, grad_norm: 1.7936 2020-08-02 12:29:41,817 - mmaction - INFO - Epoch [165][80/940] lr: 1.145e-01, eta: 1 day, 1:18:03, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6646, loss_cls: 2.5685, loss: 2.5685, grad_norm: 1.7976 2020-08-02 12:30:02,775 - mmaction - INFO - Epoch [165][100/940] lr: 1.145e-01, eta: 1 day, 1:17:42, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6770, loss_cls: 2.5495, loss: 2.5495, grad_norm: 1.7994 2020-08-02 12:30:23,311 - mmaction - INFO - Epoch [165][120/940] lr: 1.145e-01, eta: 1 day, 1:17:20, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.4379, top5_acc: 0.6869, loss_cls: 2.4992, loss: 2.4992, grad_norm: 1.7830 2020-08-02 12:30:44,068 - mmaction - INFO - Epoch [165][140/940] lr: 1.145e-01, eta: 1 day, 1:16:59, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.4232, top5_acc: 0.6691, loss_cls: 2.5784, loss: 2.5784, grad_norm: 1.8351 2020-08-02 12:31:03,648 - mmaction - INFO - Epoch [165][160/940] lr: 1.145e-01, eta: 1 day, 1:16:37, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.4393, top5_acc: 0.6797, loss_cls: 2.5043, loss: 2.5043, grad_norm: 1.7825 2020-08-02 12:31:23,785 - mmaction - INFO - Epoch [165][180/940] lr: 1.145e-01, eta: 1 day, 1:16:15, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6750, loss_cls: 2.5108, loss: 2.5108, grad_norm: 1.7924 2020-08-02 12:31:43,931 - mmaction - INFO - Epoch [165][200/940] lr: 1.145e-01, eta: 1 day, 1:15:54, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4396, top5_acc: 0.6838, loss_cls: 2.5232, loss: 2.5232, grad_norm: 1.7943 2020-08-02 12:32:04,293 - mmaction - INFO - Epoch [165][220/940] lr: 1.145e-01, eta: 1 day, 1:15:32, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6635, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.7731 2020-08-02 12:32:24,366 - mmaction - INFO - Epoch [165][240/940] lr: 1.145e-01, eta: 1 day, 1:15:11, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.4236, top5_acc: 0.6717, loss_cls: 2.5792, loss: 2.5792, grad_norm: 1.7992 2020-08-02 12:32:44,196 - mmaction - INFO - Epoch [165][260/940] lr: 1.145e-01, eta: 1 day, 1:14:49, time: 0.988, data_time: 0.009, memory: 6199, top1_acc: 0.4240, top5_acc: 0.6775, loss_cls: 2.5322, loss: 2.5322, grad_norm: 1.8242 2020-08-02 12:33:04,128 - mmaction - INFO - Epoch [165][280/940] lr: 1.145e-01, eta: 1 day, 1:14:27, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4182, top5_acc: 0.6766, loss_cls: 2.5524, loss: 2.5524, grad_norm: 1.8005 2020-08-02 12:33:23,884 - mmaction - INFO - Epoch [165][300/940] lr: 1.145e-01, eta: 1 day, 1:14:05, time: 0.987, data_time: 0.008, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6777, loss_cls: 2.5296, loss: 2.5296, grad_norm: 1.8408 2020-08-02 12:33:43,608 - mmaction - INFO - Epoch [165][320/940] lr: 1.145e-01, eta: 1 day, 1:13:43, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.4359, top5_acc: 0.6773, loss_cls: 2.5362, loss: 2.5362, grad_norm: 1.7966 2020-08-02 12:34:04,029 - mmaction - INFO - Epoch [165][340/940] lr: 1.145e-01, eta: 1 day, 1:13:22, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6850, loss_cls: 2.5124, loss: 2.5124, grad_norm: 1.8015 2020-08-02 12:34:24,154 - mmaction - INFO - Epoch [165][360/940] lr: 1.145e-01, eta: 1 day, 1:13:00, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4117, top5_acc: 0.6658, loss_cls: 2.6093, loss: 2.6093, grad_norm: 1.7943 2020-08-02 12:34:43,617 - mmaction - INFO - Epoch [165][380/940] lr: 1.145e-01, eta: 1 day, 1:12:38, time: 0.971, data_time: 0.006, memory: 6199, top1_acc: 0.4150, top5_acc: 0.6678, loss_cls: 2.5983, loss: 2.5983, grad_norm: 1.8223 2020-08-02 12:35:03,765 - mmaction - INFO - Epoch [165][400/940] lr: 1.145e-01, eta: 1 day, 1:12:17, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4242, top5_acc: 0.6691, loss_cls: 2.5936, loss: 2.5936, grad_norm: 1.7784 2020-08-02 12:35:23,807 - mmaction - INFO - Epoch [165][420/940] lr: 1.145e-01, eta: 1 day, 1:11:55, time: 1.001, data_time: 0.004, memory: 6199, top1_acc: 0.4250, top5_acc: 0.6816, loss_cls: 2.5514, loss: 2.5514, grad_norm: 1.8399 2020-08-02 12:35:44,046 - mmaction - INFO - Epoch [165][440/940] lr: 1.145e-01, eta: 1 day, 1:11:34, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4186, top5_acc: 0.6709, loss_cls: 2.5850, loss: 2.5850, grad_norm: 1.8247 2020-08-02 12:36:03,966 - mmaction - INFO - Epoch [165][460/940] lr: 1.145e-01, eta: 1 day, 1:11:12, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6586, loss_cls: 2.6120, loss: 2.6120, grad_norm: 1.8165 2020-08-02 12:36:23,993 - mmaction - INFO - Epoch [165][480/940] lr: 1.145e-01, eta: 1 day, 1:10:50, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6705, loss_cls: 2.5751, loss: 2.5751, grad_norm: 1.7722 2020-08-02 12:36:43,978 - mmaction - INFO - Epoch [165][500/940] lr: 1.145e-01, eta: 1 day, 1:10:28, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.5853, loss: 2.5853, grad_norm: 1.8081 2020-08-02 12:37:04,202 - mmaction - INFO - Epoch [165][520/940] lr: 1.145e-01, eta: 1 day, 1:10:07, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6588, loss_cls: 2.6049, loss: 2.6049, grad_norm: 1.8079 2020-08-02 12:37:24,009 - mmaction - INFO - Epoch [165][540/940] lr: 1.145e-01, eta: 1 day, 1:09:45, time: 0.990, data_time: 0.003, memory: 6199, top1_acc: 0.4100, top5_acc: 0.6662, loss_cls: 2.6042, loss: 2.6042, grad_norm: 1.8084 2020-08-02 12:37:44,130 - mmaction - INFO - Epoch [165][560/940] lr: 1.145e-01, eta: 1 day, 1:09:23, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.4293, top5_acc: 0.6814, loss_cls: 2.5266, loss: 2.5266, grad_norm: 1.7627 2020-08-02 12:38:03,844 - mmaction - INFO - Epoch [165][580/940] lr: 1.145e-01, eta: 1 day, 1:09:02, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.4297, top5_acc: 0.6732, loss_cls: 2.5427, loss: 2.5427, grad_norm: 1.7702 2020-08-02 12:38:24,243 - mmaction - INFO - Epoch [165][600/940] lr: 1.145e-01, eta: 1 day, 1:08:40, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.4166, top5_acc: 0.6682, loss_cls: 2.6123, loss: 2.6123, grad_norm: 1.8232 2020-08-02 12:38:43,764 - mmaction - INFO - Epoch [165][620/940] lr: 1.145e-01, eta: 1 day, 1:08:18, time: 0.980, data_time: 0.008, memory: 6199, top1_acc: 0.4242, top5_acc: 0.6662, loss_cls: 2.6043, loss: 2.6043, grad_norm: 1.8015 2020-08-02 12:39:04,312 - mmaction - INFO - Epoch [165][640/940] lr: 1.145e-01, eta: 1 day, 1:07:57, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6748, loss_cls: 2.5508, loss: 2.5508, grad_norm: 1.7814 2020-08-02 12:39:24,665 - mmaction - INFO - Epoch [165][660/940] lr: 1.145e-01, eta: 1 day, 1:07:35, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.4258, top5_acc: 0.6861, loss_cls: 2.5294, loss: 2.5294, grad_norm: 1.7962 2020-08-02 12:39:45,311 - mmaction - INFO - Epoch [165][680/940] lr: 1.145e-01, eta: 1 day, 1:07:14, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4271, top5_acc: 0.6748, loss_cls: 2.5708, loss: 2.5708, grad_norm: 1.7980 2020-08-02 12:40:05,407 - mmaction - INFO - Epoch [165][700/940] lr: 1.145e-01, eta: 1 day, 1:06:52, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.4055, top5_acc: 0.6646, loss_cls: 2.6292, loss: 2.6292, grad_norm: 1.8103 2020-08-02 12:40:26,081 - mmaction - INFO - Epoch [165][720/940] lr: 1.145e-01, eta: 1 day, 1:06:31, time: 1.034, data_time: 0.004, memory: 6199, top1_acc: 0.4283, top5_acc: 0.6645, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.8004 2020-08-02 12:40:46,376 - mmaction - INFO - Epoch [165][740/940] lr: 1.145e-01, eta: 1 day, 1:06:10, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4145, top5_acc: 0.6660, loss_cls: 2.5978, loss: 2.5978, grad_norm: 1.7637 2020-08-02 12:41:07,050 - mmaction - INFO - Epoch [165][760/940] lr: 1.145e-01, eta: 1 day, 1:05:48, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4268, top5_acc: 0.6762, loss_cls: 2.5376, loss: 2.5376, grad_norm: 1.7964 2020-08-02 12:41:27,666 - mmaction - INFO - Epoch [165][780/940] lr: 1.145e-01, eta: 1 day, 1:05:27, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6697, loss_cls: 2.5645, loss: 2.5645, grad_norm: 1.7848 2020-08-02 12:41:48,382 - mmaction - INFO - Epoch [165][800/940] lr: 1.145e-01, eta: 1 day, 1:05:06, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.4195, top5_acc: 0.6621, loss_cls: 2.6099, loss: 2.6099, grad_norm: 1.7957 2020-08-02 12:42:08,210 - mmaction - INFO - Epoch [165][820/940] lr: 1.145e-01, eta: 1 day, 1:04:44, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.4301, top5_acc: 0.6723, loss_cls: 2.5466, loss: 2.5466, grad_norm: 1.7945 2020-08-02 12:42:29,248 - mmaction - INFO - Epoch [165][840/940] lr: 1.145e-01, eta: 1 day, 1:04:23, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6592, loss_cls: 2.5938, loss: 2.5938, grad_norm: 1.8191 2020-08-02 12:42:49,437 - mmaction - INFO - Epoch [165][860/940] lr: 1.145e-01, eta: 1 day, 1:04:01, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.4385, top5_acc: 0.6723, loss_cls: 2.5299, loss: 2.5299, grad_norm: 1.8050 2020-08-02 12:43:09,327 - mmaction - INFO - Epoch [165][880/940] lr: 1.145e-01, eta: 1 day, 1:03:40, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6619, loss_cls: 2.5962, loss: 2.5962, grad_norm: 1.8286 2020-08-02 12:43:30,080 - mmaction - INFO - Epoch [165][900/940] lr: 1.145e-01, eta: 1 day, 1:03:18, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5550, loss: 2.5550, grad_norm: 1.8192 2020-08-02 12:43:51,829 - mmaction - INFO - Epoch [165][920/940] lr: 1.145e-01, eta: 1 day, 1:02:58, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6762, loss_cls: 2.5966, loss: 2.5966, grad_norm: 1.8036 2020-08-02 12:44:12,446 - mmaction - INFO - Epoch [165][940/940] lr: 1.145e-01, eta: 1 day, 1:02:36, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.4247, top5_acc: 0.6753, loss_cls: 2.5799, loss: 2.5799, grad_norm: 1.7939 2020-08-02 12:44:43,412 - mmaction - INFO - Epoch [166][20/940] lr: 1.123e-01, eta: 1 day, 1:02:20, time: 1.530, data_time: 0.443, memory: 6199, top1_acc: 0.4268, top5_acc: 0.6730, loss_cls: 2.5429, loss: 2.5429, grad_norm: 1.7816 2020-08-02 12:45:03,632 - mmaction - INFO - Epoch [166][40/940] lr: 1.123e-01, eta: 1 day, 1:01:59, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6816, loss_cls: 2.5055, loss: 2.5055, grad_norm: 1.7851 2020-08-02 12:45:23,875 - mmaction - INFO - Epoch [166][60/940] lr: 1.123e-01, eta: 1 day, 1:01:37, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6775, loss_cls: 2.5222, loss: 2.5222, grad_norm: 1.8228 2020-08-02 12:45:44,159 - mmaction - INFO - Epoch [166][80/940] lr: 1.123e-01, eta: 1 day, 1:01:16, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.4287, top5_acc: 0.6779, loss_cls: 2.5551, loss: 2.5551, grad_norm: 1.8046 2020-08-02 12:46:06,156 - mmaction - INFO - Epoch [166][100/940] lr: 1.123e-01, eta: 1 day, 1:00:55, time: 1.097, data_time: 0.007, memory: 6199, top1_acc: 0.4238, top5_acc: 0.6701, loss_cls: 2.5767, loss: 2.5767, grad_norm: 1.7916 2020-08-02 12:46:26,167 - mmaction - INFO - Epoch [166][120/940] lr: 1.123e-01, eta: 1 day, 1:00:34, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4346, top5_acc: 0.6818, loss_cls: 2.5243, loss: 2.5243, grad_norm: 1.8149 2020-08-02 12:46:45,959 - mmaction - INFO - Epoch [166][140/940] lr: 1.123e-01, eta: 1 day, 1:00:12, time: 0.989, data_time: 0.009, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6840, loss_cls: 2.5169, loss: 2.5169, grad_norm: 1.8056 2020-08-02 12:47:07,524 - mmaction - INFO - Epoch [166][160/940] lr: 1.123e-01, eta: 1 day, 0:59:51, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.4363, top5_acc: 0.6809, loss_cls: 2.5060, loss: 2.5060, grad_norm: 1.7881 2020-08-02 12:47:28,297 - mmaction - INFO - Epoch [166][180/940] lr: 1.123e-01, eta: 1 day, 0:59:30, time: 1.040, data_time: 0.011, memory: 6199, top1_acc: 0.4189, top5_acc: 0.6697, loss_cls: 2.5718, loss: 2.5718, grad_norm: 1.8069 2020-08-02 12:47:49,381 - mmaction - INFO - Epoch [166][200/940] lr: 1.123e-01, eta: 1 day, 0:59:09, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6746, loss_cls: 2.5543, loss: 2.5543, grad_norm: 1.7851 2020-08-02 12:48:10,078 - mmaction - INFO - Epoch [166][220/940] lr: 1.123e-01, eta: 1 day, 0:58:47, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.4377, top5_acc: 0.6795, loss_cls: 2.5390, loss: 2.5390, grad_norm: 1.8026 2020-08-02 12:48:31,385 - mmaction - INFO - Epoch [166][240/940] lr: 1.123e-01, eta: 1 day, 0:58:26, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6869, loss_cls: 2.4856, loss: 2.4856, grad_norm: 1.8130 2020-08-02 12:48:52,093 - mmaction - INFO - Epoch [166][260/940] lr: 1.123e-01, eta: 1 day, 0:58:05, time: 1.036, data_time: 0.010, memory: 6199, top1_acc: 0.4262, top5_acc: 0.6787, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.8342 2020-08-02 12:49:14,422 - mmaction - INFO - Epoch [166][280/940] lr: 1.123e-01, eta: 1 day, 0:57:45, time: 1.117, data_time: 0.009, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6672, loss_cls: 2.5848, loss: 2.5848, grad_norm: 1.8003 2020-08-02 12:49:34,247 - mmaction - INFO - Epoch [166][300/940] lr: 1.123e-01, eta: 1 day, 0:57:23, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.4320, top5_acc: 0.6740, loss_cls: 2.5494, loss: 2.5494, grad_norm: 1.7990 2020-08-02 12:49:55,773 - mmaction - INFO - Epoch [166][320/940] lr: 1.123e-01, eta: 1 day, 0:57:02, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6689, loss_cls: 2.5702, loss: 2.5702, grad_norm: 1.8498 2020-08-02 12:50:17,716 - mmaction - INFO - Epoch [166][340/940] lr: 1.123e-01, eta: 1 day, 0:56:41, time: 1.098, data_time: 0.006, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6730, loss_cls: 2.5910, loss: 2.5910, grad_norm: 1.7983 2020-08-02 12:50:38,636 - mmaction - INFO - Epoch [166][360/940] lr: 1.123e-01, eta: 1 day, 0:56:20, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4354, top5_acc: 0.6832, loss_cls: 2.5022, loss: 2.5022, grad_norm: 1.7856 2020-08-02 12:51:00,162 - mmaction - INFO - Epoch [166][380/940] lr: 1.123e-01, eta: 1 day, 0:55:59, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6795, loss_cls: 2.5355, loss: 2.5355, grad_norm: 1.8307 2020-08-02 12:51:21,369 - mmaction - INFO - Epoch [166][400/940] lr: 1.123e-01, eta: 1 day, 0:55:38, time: 1.064, data_time: 0.011, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6752, loss_cls: 2.5548, loss: 2.5548, grad_norm: 1.8227 2020-08-02 12:51:41,575 - mmaction - INFO - Epoch [166][420/940] lr: 1.123e-01, eta: 1 day, 0:55:17, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.4207, top5_acc: 0.6613, loss_cls: 2.5840, loss: 2.5840, grad_norm: 1.7918 2020-08-02 12:52:02,873 - mmaction - INFO - Epoch [166][440/940] lr: 1.123e-01, eta: 1 day, 0:54:56, time: 1.064, data_time: 0.010, memory: 6199, top1_acc: 0.4408, top5_acc: 0.6795, loss_cls: 2.5033, loss: 2.5033, grad_norm: 1.7805 2020-08-02 12:52:23,824 - mmaction - INFO - Epoch [166][460/940] lr: 1.123e-01, eta: 1 day, 0:54:35, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6689, loss_cls: 2.5814, loss: 2.5814, grad_norm: 1.8227 2020-08-02 12:52:45,465 - mmaction - INFO - Epoch [166][480/940] lr: 1.123e-01, eta: 1 day, 0:54:14, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6695, loss_cls: 2.5477, loss: 2.5477, grad_norm: 1.8300 2020-08-02 12:53:06,894 - mmaction - INFO - Epoch [166][500/940] lr: 1.123e-01, eta: 1 day, 0:53:53, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.4350, top5_acc: 0.6842, loss_cls: 2.4959, loss: 2.4959, grad_norm: 1.8070 2020-08-02 12:53:28,292 - mmaction - INFO - Epoch [166][520/940] lr: 1.123e-01, eta: 1 day, 0:53:32, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6709, loss_cls: 2.5766, loss: 2.5766, grad_norm: 1.8293 2020-08-02 12:53:49,484 - mmaction - INFO - Epoch [166][540/940] lr: 1.123e-01, eta: 1 day, 0:53:11, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5786, loss: 2.5786, grad_norm: 1.8262 2020-08-02 12:54:10,403 - mmaction - INFO - Epoch [166][560/940] lr: 1.123e-01, eta: 1 day, 0:52:50, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.4262, top5_acc: 0.6691, loss_cls: 2.5529, loss: 2.5529, grad_norm: 1.8218 2020-08-02 12:54:31,978 - mmaction - INFO - Epoch [166][580/940] lr: 1.123e-01, eta: 1 day, 0:52:29, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6732, loss_cls: 2.5683, loss: 2.5683, grad_norm: 1.8075 2020-08-02 12:54:52,907 - mmaction - INFO - Epoch [166][600/940] lr: 1.123e-01, eta: 1 day, 0:52:08, time: 1.045, data_time: 0.003, memory: 6199, top1_acc: 0.4117, top5_acc: 0.6557, loss_cls: 2.6314, loss: 2.6314, grad_norm: 1.8138 2020-08-02 12:55:12,773 - mmaction - INFO - Epoch [166][620/940] lr: 1.123e-01, eta: 1 day, 0:51:46, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.4232, top5_acc: 0.6699, loss_cls: 2.5827, loss: 2.5827, grad_norm: 1.7963 2020-08-02 12:55:33,140 - mmaction - INFO - Epoch [166][640/940] lr: 1.123e-01, eta: 1 day, 0:51:25, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4279, top5_acc: 0.6715, loss_cls: 2.5759, loss: 2.5759, grad_norm: 1.8126 2020-08-02 12:55:52,985 - mmaction - INFO - Epoch [166][660/940] lr: 1.123e-01, eta: 1 day, 0:51:03, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.4223, top5_acc: 0.6682, loss_cls: 2.6135, loss: 2.6135, grad_norm: 1.7733 2020-08-02 12:56:13,421 - mmaction - INFO - Epoch [166][680/940] lr: 1.123e-01, eta: 1 day, 0:50:42, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.4244, top5_acc: 0.6650, loss_cls: 2.5882, loss: 2.5882, grad_norm: 1.8347 2020-08-02 12:56:33,961 - mmaction - INFO - Epoch [166][700/940] lr: 1.123e-01, eta: 1 day, 0:50:20, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6840, loss_cls: 2.4868, loss: 2.4868, grad_norm: 1.8066 2020-08-02 12:56:54,129 - mmaction - INFO - Epoch [166][720/940] lr: 1.123e-01, eta: 1 day, 0:49:59, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4326, top5_acc: 0.6701, loss_cls: 2.5467, loss: 2.5467, grad_norm: 1.7979 2020-08-02 12:57:15,538 - mmaction - INFO - Epoch [166][740/940] lr: 1.123e-01, eta: 1 day, 0:49:38, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.4252, top5_acc: 0.6762, loss_cls: 2.5475, loss: 2.5475, grad_norm: 1.8114 2020-08-02 12:57:35,582 - mmaction - INFO - Epoch [166][760/940] lr: 1.123e-01, eta: 1 day, 0:49:16, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.4279, top5_acc: 0.6773, loss_cls: 2.5447, loss: 2.5447, grad_norm: 1.8240 2020-08-02 12:57:55,507 - mmaction - INFO - Epoch [166][780/940] lr: 1.123e-01, eta: 1 day, 0:48:54, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6697, loss_cls: 2.5702, loss: 2.5702, grad_norm: 1.8146 2020-08-02 12:58:16,188 - mmaction - INFO - Epoch [166][800/940] lr: 1.123e-01, eta: 1 day, 0:48:33, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.4166, top5_acc: 0.6662, loss_cls: 2.5898, loss: 2.5898, grad_norm: 1.8349 2020-08-02 12:58:36,707 - mmaction - INFO - Epoch [166][820/940] lr: 1.123e-01, eta: 1 day, 0:48:12, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4211, top5_acc: 0.6732, loss_cls: 2.5897, loss: 2.5897, grad_norm: 1.7673 2020-08-02 12:58:56,863 - mmaction - INFO - Epoch [166][840/940] lr: 1.123e-01, eta: 1 day, 0:47:50, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.4258, top5_acc: 0.6691, loss_cls: 2.5760, loss: 2.5760, grad_norm: 1.8062 2020-08-02 12:59:17,545 - mmaction - INFO - Epoch [166][860/940] lr: 1.123e-01, eta: 1 day, 0:47:29, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.4260, top5_acc: 0.6668, loss_cls: 2.6075, loss: 2.6075, grad_norm: 1.7999 2020-08-02 12:59:37,828 - mmaction - INFO - Epoch [166][880/940] lr: 1.123e-01, eta: 1 day, 0:47:07, time: 1.012, data_time: 0.002, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6777, loss_cls: 2.5455, loss: 2.5455, grad_norm: 1.7758 2020-08-02 12:59:58,542 - mmaction - INFO - Epoch [166][900/940] lr: 1.123e-01, eta: 1 day, 0:46:46, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4279, top5_acc: 0.6725, loss_cls: 2.5513, loss: 2.5513, grad_norm: 1.8057 2020-08-02 13:00:24,298 - mmaction - INFO - Epoch [166][920/940] lr: 1.123e-01, eta: 1 day, 0:46:28, time: 1.287, data_time: 0.007, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5912, loss: 2.5912, grad_norm: 1.8129 2020-08-02 13:00:43,171 - mmaction - INFO - Epoch [166][940/940] lr: 1.123e-01, eta: 1 day, 0:46:05, time: 0.946, data_time: 0.015, memory: 6199, top1_acc: 0.4274, top5_acc: 0.6670, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.8028 2020-08-02 13:01:15,228 - mmaction - INFO - Epoch [167][20/940] lr: 1.101e-01, eta: 1 day, 0:45:50, time: 1.578, data_time: 0.589, memory: 6199, top1_acc: 0.4332, top5_acc: 0.6873, loss_cls: 2.4937, loss: 2.4937, grad_norm: 1.7857 2020-08-02 13:01:35,007 - mmaction - INFO - Epoch [167][40/940] lr: 1.101e-01, eta: 1 day, 0:45:28, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6758, loss_cls: 2.5420, loss: 2.5420, grad_norm: 1.8213 2020-08-02 13:01:55,735 - mmaction - INFO - Epoch [167][60/940] lr: 1.101e-01, eta: 1 day, 0:45:07, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6807, loss_cls: 2.5092, loss: 2.5092, grad_norm: 1.7891 2020-08-02 13:02:16,524 - mmaction - INFO - Epoch [167][80/940] lr: 1.101e-01, eta: 1 day, 0:44:46, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.4295, top5_acc: 0.6824, loss_cls: 2.5177, loss: 2.5177, grad_norm: 1.8286 2020-08-02 13:02:36,177 - mmaction - INFO - Epoch [167][100/940] lr: 1.101e-01, eta: 1 day, 0:44:24, time: 0.983, data_time: 0.007, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6854, loss_cls: 2.5023, loss: 2.5023, grad_norm: 1.8346 2020-08-02 13:02:55,884 - mmaction - INFO - Epoch [167][120/940] lr: 1.101e-01, eta: 1 day, 0:44:02, time: 0.986, data_time: 0.004, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6787, loss_cls: 2.4934, loss: 2.4934, grad_norm: 1.8169 2020-08-02 13:03:15,860 - mmaction - INFO - Epoch [167][140/940] lr: 1.101e-01, eta: 1 day, 0:43:40, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.4225, top5_acc: 0.6652, loss_cls: 2.6097, loss: 2.6097, grad_norm: 1.8033 2020-08-02 13:03:36,056 - mmaction - INFO - Epoch [167][160/940] lr: 1.101e-01, eta: 1 day, 0:43:19, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4428, top5_acc: 0.6889, loss_cls: 2.4873, loss: 2.4873, grad_norm: 1.7782 2020-08-02 13:03:57,128 - mmaction - INFO - Epoch [167][180/940] lr: 1.101e-01, eta: 1 day, 0:42:58, time: 1.055, data_time: 0.004, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6857, loss_cls: 2.4917, loss: 2.4917, grad_norm: 1.8327 2020-08-02 13:04:17,934 - mmaction - INFO - Epoch [167][200/940] lr: 1.101e-01, eta: 1 day, 0:42:36, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.4213, top5_acc: 0.6746, loss_cls: 2.5733, loss: 2.5733, grad_norm: 1.8577 2020-08-02 13:04:39,676 - mmaction - INFO - Epoch [167][220/940] lr: 1.101e-01, eta: 1 day, 0:42:16, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.4369, top5_acc: 0.6744, loss_cls: 2.5349, loss: 2.5349, grad_norm: 1.8192 2020-08-02 13:04:59,758 - mmaction - INFO - Epoch [167][240/940] lr: 1.101e-01, eta: 1 day, 0:41:54, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.4383, top5_acc: 0.6746, loss_cls: 2.5530, loss: 2.5530, grad_norm: 1.8087 2020-08-02 13:05:21,088 - mmaction - INFO - Epoch [167][260/940] lr: 1.101e-01, eta: 1 day, 0:41:33, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.4264, top5_acc: 0.6840, loss_cls: 2.5101, loss: 2.5101, grad_norm: 1.8438 2020-08-02 13:05:42,372 - mmaction - INFO - Epoch [167][280/940] lr: 1.101e-01, eta: 1 day, 0:41:12, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.4197, top5_acc: 0.6695, loss_cls: 2.5820, loss: 2.5820, grad_norm: 1.8123 2020-08-02 13:06:02,869 - mmaction - INFO - Epoch [167][300/940] lr: 1.101e-01, eta: 1 day, 0:40:51, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.4277, top5_acc: 0.6771, loss_cls: 2.5521, loss: 2.5521, grad_norm: 1.7922 2020-08-02 13:06:23,499 - mmaction - INFO - Epoch [167][320/940] lr: 1.101e-01, eta: 1 day, 0:40:29, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6807, loss_cls: 2.5022, loss: 2.5022, grad_norm: 1.7866 2020-08-02 13:06:44,128 - mmaction - INFO - Epoch [167][340/940] lr: 1.101e-01, eta: 1 day, 0:40:08, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4467, top5_acc: 0.6904, loss_cls: 2.4708, loss: 2.4708, grad_norm: 1.8221 2020-08-02 13:07:06,251 - mmaction - INFO - Epoch [167][360/940] lr: 1.101e-01, eta: 1 day, 0:39:48, time: 1.106, data_time: 0.008, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6758, loss_cls: 2.5230, loss: 2.5230, grad_norm: 1.8156 2020-08-02 13:07:27,064 - mmaction - INFO - Epoch [167][380/940] lr: 1.101e-01, eta: 1 day, 0:39:26, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.4287, top5_acc: 0.6809, loss_cls: 2.5229, loss: 2.5229, grad_norm: 1.8015 2020-08-02 13:07:48,087 - mmaction - INFO - Epoch [167][400/940] lr: 1.101e-01, eta: 1 day, 0:39:05, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4307, top5_acc: 0.6775, loss_cls: 2.5215, loss: 2.5215, grad_norm: 1.8345 2020-08-02 13:08:09,012 - mmaction - INFO - Epoch [167][420/940] lr: 1.101e-01, eta: 1 day, 0:38:44, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.4086, top5_acc: 0.6537, loss_cls: 2.6427, loss: 2.6427, grad_norm: 1.8802 2020-08-02 13:08:29,667 - mmaction - INFO - Epoch [167][440/940] lr: 1.101e-01, eta: 1 day, 0:38:23, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6754, loss_cls: 2.5857, loss: 2.5857, grad_norm: 1.8165 2020-08-02 13:08:51,210 - mmaction - INFO - Epoch [167][460/940] lr: 1.101e-01, eta: 1 day, 0:38:02, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.4232, top5_acc: 0.6756, loss_cls: 2.5619, loss: 2.5619, grad_norm: 1.7926 2020-08-02 13:09:11,800 - mmaction - INFO - Epoch [167][480/940] lr: 1.101e-01, eta: 1 day, 0:37:41, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.4305, top5_acc: 0.6748, loss_cls: 2.5668, loss: 2.5668, grad_norm: 1.8302 2020-08-02 13:09:32,243 - mmaction - INFO - Epoch [167][500/940] lr: 1.101e-01, eta: 1 day, 0:37:19, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6809, loss_cls: 2.4988, loss: 2.4988, grad_norm: 1.8280 2020-08-02 13:09:52,596 - mmaction - INFO - Epoch [167][520/940] lr: 1.101e-01, eta: 1 day, 0:36:58, time: 1.017, data_time: 0.003, memory: 6199, top1_acc: 0.4217, top5_acc: 0.6631, loss_cls: 2.5813, loss: 2.5813, grad_norm: 1.8517 2020-08-02 13:10:12,796 - mmaction - INFO - Epoch [167][540/940] lr: 1.101e-01, eta: 1 day, 0:36:36, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6779, loss_cls: 2.5422, loss: 2.5422, grad_norm: 1.8110 2020-08-02 13:10:32,745 - mmaction - INFO - Epoch [167][560/940] lr: 1.101e-01, eta: 1 day, 0:36:14, time: 0.996, data_time: 0.002, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6809, loss_cls: 2.5327, loss: 2.5327, grad_norm: 1.8155 2020-08-02 13:10:53,215 - mmaction - INFO - Epoch [167][580/940] lr: 1.101e-01, eta: 1 day, 0:35:53, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4295, top5_acc: 0.6732, loss_cls: 2.5742, loss: 2.5742, grad_norm: 1.8174 2020-08-02 13:11:13,018 - mmaction - INFO - Epoch [167][600/940] lr: 1.101e-01, eta: 1 day, 0:35:31, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.4291, top5_acc: 0.6711, loss_cls: 2.5663, loss: 2.5663, grad_norm: 1.8254 2020-08-02 13:11:33,809 - mmaction - INFO - Epoch [167][620/940] lr: 1.101e-01, eta: 1 day, 0:35:10, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.4441, top5_acc: 0.6824, loss_cls: 2.5159, loss: 2.5159, grad_norm: 1.8448 2020-08-02 13:11:54,274 - mmaction - INFO - Epoch [167][640/940] lr: 1.101e-01, eta: 1 day, 0:34:49, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.4205, top5_acc: 0.6721, loss_cls: 2.5698, loss: 2.5698, grad_norm: 1.8348 2020-08-02 13:12:14,304 - mmaction - INFO - Epoch [167][660/940] lr: 1.101e-01, eta: 1 day, 0:34:27, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6672, loss_cls: 2.5936, loss: 2.5936, grad_norm: 1.8227 2020-08-02 13:12:34,803 - mmaction - INFO - Epoch [167][680/940] lr: 1.101e-01, eta: 1 day, 0:34:06, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6848, loss_cls: 2.5134, loss: 2.5134, grad_norm: 1.8018 2020-08-02 13:12:55,549 - mmaction - INFO - Epoch [167][700/940] lr: 1.101e-01, eta: 1 day, 0:33:44, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.4295, top5_acc: 0.6764, loss_cls: 2.5420, loss: 2.5420, grad_norm: 1.8203 2020-08-02 13:13:16,330 - mmaction - INFO - Epoch [167][720/940] lr: 1.101e-01, eta: 1 day, 0:33:23, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6777, loss_cls: 2.5293, loss: 2.5293, grad_norm: 1.8202 2020-08-02 13:13:37,143 - mmaction - INFO - Epoch [167][740/940] lr: 1.101e-01, eta: 1 day, 0:33:02, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6719, loss_cls: 2.5587, loss: 2.5587, grad_norm: 1.8256 2020-08-02 13:13:56,887 - mmaction - INFO - Epoch [167][760/940] lr: 1.101e-01, eta: 1 day, 0:32:40, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.4313, top5_acc: 0.6672, loss_cls: 2.5562, loss: 2.5562, grad_norm: 1.8173 2020-08-02 13:14:16,918 - mmaction - INFO - Epoch [167][780/940] lr: 1.101e-01, eta: 1 day, 0:32:18, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.4299, top5_acc: 0.6725, loss_cls: 2.5498, loss: 2.5498, grad_norm: 1.8656 2020-08-02 13:14:37,211 - mmaction - INFO - Epoch [167][800/940] lr: 1.101e-01, eta: 1 day, 0:31:57, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4215, top5_acc: 0.6680, loss_cls: 2.5866, loss: 2.5866, grad_norm: 1.8195 2020-08-02 13:14:57,246 - mmaction - INFO - Epoch [167][820/940] lr: 1.101e-01, eta: 1 day, 0:31:35, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6680, loss_cls: 2.6137, loss: 2.6137, grad_norm: 1.8360 2020-08-02 13:15:17,201 - mmaction - INFO - Epoch [167][840/940] lr: 1.101e-01, eta: 1 day, 0:31:14, time: 0.995, data_time: 0.002, memory: 6199, top1_acc: 0.4227, top5_acc: 0.6752, loss_cls: 2.5882, loss: 2.5882, grad_norm: 1.8250 2020-08-02 13:15:37,433 - mmaction - INFO - Epoch [167][860/940] lr: 1.101e-01, eta: 1 day, 0:30:52, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.4289, top5_acc: 0.6795, loss_cls: 2.5511, loss: 2.5511, grad_norm: 1.8159 2020-08-02 13:15:57,416 - mmaction - INFO - Epoch [167][880/940] lr: 1.101e-01, eta: 1 day, 0:30:30, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6750, loss_cls: 2.5759, loss: 2.5759, grad_norm: 1.8476 2020-08-02 13:16:17,560 - mmaction - INFO - Epoch [167][900/940] lr: 1.101e-01, eta: 1 day, 0:30:09, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4262, top5_acc: 0.6740, loss_cls: 2.5685, loss: 2.5685, grad_norm: 1.8414 2020-08-02 13:16:37,432 - mmaction - INFO - Epoch [167][920/940] lr: 1.101e-01, eta: 1 day, 0:29:47, time: 0.994, data_time: 0.010, memory: 6199, top1_acc: 0.4209, top5_acc: 0.6643, loss_cls: 2.6008, loss: 2.6008, grad_norm: 1.8050 2020-08-02 13:16:56,428 - mmaction - INFO - Epoch [167][940/940] lr: 1.101e-01, eta: 1 day, 0:29:25, time: 0.949, data_time: 0.009, memory: 6199, top1_acc: 0.4241, top5_acc: 0.6784, loss_cls: 2.5451, loss: 2.5451, grad_norm: 1.8241 2020-08-02 13:17:26,978 - mmaction - INFO - Epoch [168][20/940] lr: 1.079e-01, eta: 1 day, 0:29:09, time: 1.506, data_time: 0.499, memory: 6199, top1_acc: 0.4408, top5_acc: 0.6871, loss_cls: 2.4492, loss: 2.4492, grad_norm: 1.8559 2020-08-02 13:17:47,003 - mmaction - INFO - Epoch [168][40/940] lr: 1.079e-01, eta: 1 day, 0:28:47, time: 1.002, data_time: 0.012, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6738, loss_cls: 2.5214, loss: 2.5214, grad_norm: 1.8199 2020-08-02 13:18:06,912 - mmaction - INFO - Epoch [168][60/940] lr: 1.079e-01, eta: 1 day, 0:28:25, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6711, loss_cls: 2.5441, loss: 2.5441, grad_norm: 1.8471 2020-08-02 13:18:27,104 - mmaction - INFO - Epoch [168][80/940] lr: 1.079e-01, eta: 1 day, 0:28:04, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6781, loss_cls: 2.5216, loss: 2.5216, grad_norm: 1.8284 2020-08-02 13:18:46,988 - mmaction - INFO - Epoch [168][100/940] lr: 1.079e-01, eta: 1 day, 0:27:42, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.4350, top5_acc: 0.6758, loss_cls: 2.5194, loss: 2.5194, grad_norm: 1.8586 2020-08-02 13:19:07,231 - mmaction - INFO - Epoch [168][120/940] lr: 1.079e-01, eta: 1 day, 0:27:21, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4240, top5_acc: 0.6768, loss_cls: 2.5466, loss: 2.5466, grad_norm: 1.8630 2020-08-02 13:19:27,418 - mmaction - INFO - Epoch [168][140/940] lr: 1.079e-01, eta: 1 day, 0:26:59, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.4377, top5_acc: 0.6768, loss_cls: 2.5316, loss: 2.5316, grad_norm: 1.8198 2020-08-02 13:19:47,886 - mmaction - INFO - Epoch [168][160/940] lr: 1.079e-01, eta: 1 day, 0:26:38, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6840, loss_cls: 2.5018, loss: 2.5018, grad_norm: 1.8015 2020-08-02 13:20:08,150 - mmaction - INFO - Epoch [168][180/940] lr: 1.079e-01, eta: 1 day, 0:26:16, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.4477, top5_acc: 0.6844, loss_cls: 2.4892, loss: 2.4892, grad_norm: 1.8441 2020-08-02 13:20:28,449 - mmaction - INFO - Epoch [168][200/940] lr: 1.079e-01, eta: 1 day, 0:25:55, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.4295, top5_acc: 0.6865, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.8345 2020-08-02 13:20:48,345 - mmaction - INFO - Epoch [168][220/940] lr: 1.079e-01, eta: 1 day, 0:25:33, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.4434, top5_acc: 0.6803, loss_cls: 2.4890, loss: 2.4890, grad_norm: 1.8399 2020-08-02 13:21:08,409 - mmaction - INFO - Epoch [168][240/940] lr: 1.079e-01, eta: 1 day, 0:25:11, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6723, loss_cls: 2.5445, loss: 2.5445, grad_norm: 1.8602 2020-08-02 13:21:29,007 - mmaction - INFO - Epoch [168][260/940] lr: 1.079e-01, eta: 1 day, 0:24:50, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6857, loss_cls: 2.5013, loss: 2.5013, grad_norm: 1.8212 2020-08-02 13:21:49,361 - mmaction - INFO - Epoch [168][280/940] lr: 1.079e-01, eta: 1 day, 0:24:29, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6695, loss_cls: 2.5173, loss: 2.5173, grad_norm: 1.7985 2020-08-02 13:22:10,236 - mmaction - INFO - Epoch [168][300/940] lr: 1.079e-01, eta: 1 day, 0:24:07, time: 1.042, data_time: 0.004, memory: 6199, top1_acc: 0.4295, top5_acc: 0.6787, loss_cls: 2.5003, loss: 2.5003, grad_norm: 1.8030 2020-08-02 13:22:30,705 - mmaction - INFO - Epoch [168][320/940] lr: 1.079e-01, eta: 1 day, 0:23:46, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5452, loss: 2.5452, grad_norm: 1.8655 2020-08-02 13:22:50,812 - mmaction - INFO - Epoch [168][340/940] lr: 1.079e-01, eta: 1 day, 0:23:24, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6730, loss_cls: 2.5487, loss: 2.5487, grad_norm: 1.8478 2020-08-02 13:23:11,314 - mmaction - INFO - Epoch [168][360/940] lr: 1.079e-01, eta: 1 day, 0:23:03, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.4344, top5_acc: 0.6715, loss_cls: 2.5578, loss: 2.5578, grad_norm: 1.8307 2020-08-02 13:23:32,164 - mmaction - INFO - Epoch [168][380/940] lr: 1.079e-01, eta: 1 day, 0:22:42, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.4258, top5_acc: 0.6744, loss_cls: 2.5424, loss: 2.5424, grad_norm: 1.8468 2020-08-02 13:23:52,228 - mmaction - INFO - Epoch [168][400/940] lr: 1.079e-01, eta: 1 day, 0:22:20, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6758, loss_cls: 2.5544, loss: 2.5544, grad_norm: 1.8447 2020-08-02 13:24:12,904 - mmaction - INFO - Epoch [168][420/940] lr: 1.079e-01, eta: 1 day, 0:21:59, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.4281, top5_acc: 0.6746, loss_cls: 2.5470, loss: 2.5470, grad_norm: 1.8202 2020-08-02 13:24:33,158 - mmaction - INFO - Epoch [168][440/940] lr: 1.079e-01, eta: 1 day, 0:21:37, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.4178, top5_acc: 0.6660, loss_cls: 2.5722, loss: 2.5722, grad_norm: 1.8190 2020-08-02 13:24:53,264 - mmaction - INFO - Epoch [168][460/940] lr: 1.079e-01, eta: 1 day, 0:21:16, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.4299, top5_acc: 0.6742, loss_cls: 2.5575, loss: 2.5575, grad_norm: 1.8501 2020-08-02 13:25:13,491 - mmaction - INFO - Epoch [168][480/940] lr: 1.079e-01, eta: 1 day, 0:20:54, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4404, top5_acc: 0.6887, loss_cls: 2.4944, loss: 2.4944, grad_norm: 1.8284 2020-08-02 13:25:33,980 - mmaction - INFO - Epoch [168][500/940] lr: 1.079e-01, eta: 1 day, 0:20:33, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.4527, top5_acc: 0.6893, loss_cls: 2.4603, loss: 2.4603, grad_norm: 1.8191 2020-08-02 13:25:54,742 - mmaction - INFO - Epoch [168][520/940] lr: 1.079e-01, eta: 1 day, 0:20:12, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.4490, top5_acc: 0.6852, loss_cls: 2.4811, loss: 2.4811, grad_norm: 1.8178 2020-08-02 13:26:15,008 - mmaction - INFO - Epoch [168][540/940] lr: 1.079e-01, eta: 1 day, 0:19:50, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6750, loss_cls: 2.5453, loss: 2.5453, grad_norm: 1.8786 2020-08-02 13:26:34,867 - mmaction - INFO - Epoch [168][560/940] lr: 1.079e-01, eta: 1 day, 0:19:28, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.4209, top5_acc: 0.6652, loss_cls: 2.5770, loss: 2.5770, grad_norm: 1.8927 2020-08-02 13:26:55,304 - mmaction - INFO - Epoch [168][580/940] lr: 1.079e-01, eta: 1 day, 0:19:07, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6729, loss_cls: 2.5887, loss: 2.5887, grad_norm: 1.8511 2020-08-02 13:27:15,729 - mmaction - INFO - Epoch [168][600/940] lr: 1.079e-01, eta: 1 day, 0:18:46, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.4262, top5_acc: 0.6721, loss_cls: 2.5639, loss: 2.5639, grad_norm: 1.8511 2020-08-02 13:27:36,513 - mmaction - INFO - Epoch [168][620/940] lr: 1.079e-01, eta: 1 day, 0:18:24, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.4250, top5_acc: 0.6729, loss_cls: 2.5701, loss: 2.5701, grad_norm: 1.8287 2020-08-02 13:27:56,624 - mmaction - INFO - Epoch [168][640/940] lr: 1.079e-01, eta: 1 day, 0:18:03, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.4271, top5_acc: 0.6797, loss_cls: 2.5203, loss: 2.5203, grad_norm: 1.8384 2020-08-02 13:28:16,911 - mmaction - INFO - Epoch [168][660/940] lr: 1.079e-01, eta: 1 day, 0:17:41, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.4365, top5_acc: 0.6893, loss_cls: 2.5134, loss: 2.5134, grad_norm: 1.8642 2020-08-02 13:28:37,090 - mmaction - INFO - Epoch [168][680/940] lr: 1.079e-01, eta: 1 day, 0:17:20, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6752, loss_cls: 2.5331, loss: 2.5331, grad_norm: 1.8400 2020-08-02 13:28:57,757 - mmaction - INFO - Epoch [168][700/940] lr: 1.079e-01, eta: 1 day, 0:16:58, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4352, top5_acc: 0.6775, loss_cls: 2.5190, loss: 2.5190, grad_norm: 1.8627 2020-08-02 13:29:18,398 - mmaction - INFO - Epoch [168][720/940] lr: 1.079e-01, eta: 1 day, 0:16:37, time: 1.029, data_time: 0.010, memory: 6199, top1_acc: 0.4252, top5_acc: 0.6758, loss_cls: 2.5601, loss: 2.5601, grad_norm: 1.8304 2020-08-02 13:29:38,645 - mmaction - INFO - Epoch [168][740/940] lr: 1.079e-01, eta: 1 day, 0:16:16, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6752, loss_cls: 2.5225, loss: 2.5225, grad_norm: 1.8478 2020-08-02 13:29:59,296 - mmaction - INFO - Epoch [168][760/940] lr: 1.079e-01, eta: 1 day, 0:15:54, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4236, top5_acc: 0.6709, loss_cls: 2.5690, loss: 2.5690, grad_norm: 1.8313 2020-08-02 13:30:20,052 - mmaction - INFO - Epoch [168][780/940] lr: 1.079e-01, eta: 1 day, 0:15:33, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.4363, top5_acc: 0.6766, loss_cls: 2.5379, loss: 2.5379, grad_norm: 1.8402 2020-08-02 13:30:40,568 - mmaction - INFO - Epoch [168][800/940] lr: 1.079e-01, eta: 1 day, 0:15:12, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6682, loss_cls: 2.5835, loss: 2.5835, grad_norm: 1.8492 2020-08-02 13:31:01,498 - mmaction - INFO - Epoch [168][820/940] lr: 1.079e-01, eta: 1 day, 0:14:51, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.4221, top5_acc: 0.6725, loss_cls: 2.5772, loss: 2.5772, grad_norm: 1.8546 2020-08-02 13:31:22,086 - mmaction - INFO - Epoch [168][840/940] lr: 1.079e-01, eta: 1 day, 0:14:29, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4256, top5_acc: 0.6736, loss_cls: 2.5497, loss: 2.5497, grad_norm: 1.8340 2020-08-02 13:31:42,536 - mmaction - INFO - Epoch [168][860/940] lr: 1.079e-01, eta: 1 day, 0:14:08, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.4389, top5_acc: 0.6826, loss_cls: 2.4869, loss: 2.4869, grad_norm: 1.8010 2020-08-02 13:32:03,010 - mmaction - INFO - Epoch [168][880/940] lr: 1.079e-01, eta: 1 day, 0:13:46, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4129, top5_acc: 0.6615, loss_cls: 2.6035, loss: 2.6035, grad_norm: 1.8808 2020-08-02 13:32:23,616 - mmaction - INFO - Epoch [168][900/940] lr: 1.079e-01, eta: 1 day, 0:13:25, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6723, loss_cls: 2.5504, loss: 2.5504, grad_norm: 1.8251 2020-08-02 13:32:43,725 - mmaction - INFO - Epoch [168][920/940] lr: 1.079e-01, eta: 1 day, 0:13:04, time: 1.004, data_time: 0.003, memory: 6199, top1_acc: 0.4303, top5_acc: 0.6814, loss_cls: 2.5534, loss: 2.5534, grad_norm: 1.8570 2020-08-02 13:33:02,745 - mmaction - INFO - Epoch [168][940/940] lr: 1.079e-01, eta: 1 day, 0:12:41, time: 0.950, data_time: 0.009, memory: 6199, top1_acc: 0.4231, top5_acc: 0.6705, loss_cls: 2.5567, loss: 2.5567, grad_norm: 1.8790 2020-08-02 13:33:03,002 - mmaction - INFO - Saving checkpoint at 168 epochs 2020-08-02 13:33:33,264 - mmaction - INFO - Epoch [169][20/940] lr: 1.057e-01, eta: 1 day, 0:12:24, time: 1.432, data_time: 0.444, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6939, loss_cls: 2.4636, loss: 2.4636, grad_norm: 1.8252 2020-08-02 13:33:53,662 - mmaction - INFO - Epoch [169][40/940] lr: 1.057e-01, eta: 1 day, 0:12:03, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6883, loss_cls: 2.4697, loss: 2.4697, grad_norm: 1.8288 2020-08-02 13:34:13,652 - mmaction - INFO - Epoch [169][60/940] lr: 1.057e-01, eta: 1 day, 0:11:41, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.4420, top5_acc: 0.6865, loss_cls: 2.4964, loss: 2.4964, grad_norm: 1.8462 2020-08-02 13:34:35,400 - mmaction - INFO - Epoch [169][80/940] lr: 1.057e-01, eta: 1 day, 0:11:20, time: 1.086, data_time: 0.009, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6848, loss_cls: 2.4972, loss: 2.4972, grad_norm: 1.8360 2020-08-02 13:34:57,379 - mmaction - INFO - Epoch [169][100/940] lr: 1.057e-01, eta: 1 day, 0:11:00, time: 1.099, data_time: 0.008, memory: 6199, top1_acc: 0.4395, top5_acc: 0.6875, loss_cls: 2.4961, loss: 2.4961, grad_norm: 1.8310 2020-08-02 13:35:18,083 - mmaction - INFO - Epoch [169][120/940] lr: 1.057e-01, eta: 1 day, 0:10:39, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.4471, top5_acc: 0.6861, loss_cls: 2.4920, loss: 2.4920, grad_norm: 1.8295 2020-08-02 13:35:39,661 - mmaction - INFO - Epoch [169][140/940] lr: 1.057e-01, eta: 1 day, 0:10:18, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.4383, top5_acc: 0.6846, loss_cls: 2.5046, loss: 2.5046, grad_norm: 1.8617 2020-08-02 13:36:00,171 - mmaction - INFO - Epoch [169][160/940] lr: 1.057e-01, eta: 1 day, 0:09:56, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.4287, top5_acc: 0.6758, loss_cls: 2.5270, loss: 2.5270, grad_norm: 1.8592 2020-08-02 13:36:20,459 - mmaction - INFO - Epoch [169][180/940] lr: 1.057e-01, eta: 1 day, 0:09:35, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.4348, top5_acc: 0.6824, loss_cls: 2.4871, loss: 2.4871, grad_norm: 1.8318 2020-08-02 13:36:42,133 - mmaction - INFO - Epoch [169][200/940] lr: 1.057e-01, eta: 1 day, 0:09:14, time: 1.083, data_time: 0.008, memory: 6199, top1_acc: 0.4180, top5_acc: 0.6625, loss_cls: 2.6049, loss: 2.6049, grad_norm: 1.8701 2020-08-02 13:37:02,217 - mmaction - INFO - Epoch [169][220/940] lr: 1.057e-01, eta: 1 day, 0:08:53, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6758, loss_cls: 2.5373, loss: 2.5373, grad_norm: 1.8638 2020-08-02 13:37:22,672 - mmaction - INFO - Epoch [169][240/940] lr: 1.057e-01, eta: 1 day, 0:08:31, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4344, top5_acc: 0.6891, loss_cls: 2.5025, loss: 2.5025, grad_norm: 1.8084 2020-08-02 13:37:43,457 - mmaction - INFO - Epoch [169][260/940] lr: 1.057e-01, eta: 1 day, 0:08:10, time: 1.044, data_time: 0.009, memory: 6199, top1_acc: 0.4359, top5_acc: 0.6803, loss_cls: 2.5118, loss: 2.5118, grad_norm: 1.8483 2020-08-02 13:38:03,473 - mmaction - INFO - Epoch [169][280/940] lr: 1.057e-01, eta: 1 day, 0:07:48, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.4305, top5_acc: 0.6783, loss_cls: 2.5207, loss: 2.5207, grad_norm: 1.8426 2020-08-02 13:38:23,443 - mmaction - INFO - Epoch [169][300/940] lr: 1.057e-01, eta: 1 day, 0:07:27, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4318, top5_acc: 0.6824, loss_cls: 2.5040, loss: 2.5040, grad_norm: 1.8473 2020-08-02 13:38:43,865 - mmaction - INFO - Epoch [169][320/940] lr: 1.057e-01, eta: 1 day, 0:07:05, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4443, top5_acc: 0.6828, loss_cls: 2.4973, loss: 2.4973, grad_norm: 1.8952 2020-08-02 13:39:04,284 - mmaction - INFO - Epoch [169][340/940] lr: 1.057e-01, eta: 1 day, 0:06:44, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.4369, top5_acc: 0.6857, loss_cls: 2.4896, loss: 2.4896, grad_norm: 1.8793 2020-08-02 13:39:24,636 - mmaction - INFO - Epoch [169][360/940] lr: 1.057e-01, eta: 1 day, 0:06:22, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6832, loss_cls: 2.4899, loss: 2.4899, grad_norm: 1.8480 2020-08-02 13:39:45,149 - mmaction - INFO - Epoch [169][380/940] lr: 1.057e-01, eta: 1 day, 0:06:01, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4404, top5_acc: 0.6813, loss_cls: 2.5242, loss: 2.5242, grad_norm: 1.8072 2020-08-02 13:40:05,698 - mmaction - INFO - Epoch [169][400/940] lr: 1.057e-01, eta: 1 day, 0:05:40, time: 1.030, data_time: 0.004, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.5149, loss: 2.5149, grad_norm: 1.8306 2020-08-02 13:40:25,908 - mmaction - INFO - Epoch [169][420/940] lr: 1.057e-01, eta: 1 day, 0:05:18, time: 1.010, data_time: 0.002, memory: 6199, top1_acc: 0.4340, top5_acc: 0.6785, loss_cls: 2.4918, loss: 2.4918, grad_norm: 1.8656 2020-08-02 13:40:46,665 - mmaction - INFO - Epoch [169][440/940] lr: 1.057e-01, eta: 1 day, 0:04:57, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4373, top5_acc: 0.6867, loss_cls: 2.4947, loss: 2.4947, grad_norm: 1.8546 2020-08-02 13:41:06,339 - mmaction - INFO - Epoch [169][460/940] lr: 1.057e-01, eta: 1 day, 0:04:35, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.4256, top5_acc: 0.6730, loss_cls: 2.5456, loss: 2.5456, grad_norm: 1.8417 2020-08-02 13:41:27,035 - mmaction - INFO - Epoch [169][480/940] lr: 1.057e-01, eta: 1 day, 0:04:14, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5517, loss: 2.5517, grad_norm: 1.8568 2020-08-02 13:41:47,319 - mmaction - INFO - Epoch [169][500/940] lr: 1.057e-01, eta: 1 day, 0:03:52, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6764, loss_cls: 2.5118, loss: 2.5118, grad_norm: 1.8530 2020-08-02 13:42:07,436 - mmaction - INFO - Epoch [169][520/940] lr: 1.057e-01, eta: 1 day, 0:03:31, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6771, loss_cls: 2.5404, loss: 2.5404, grad_norm: 1.8316 2020-08-02 13:42:27,516 - mmaction - INFO - Epoch [169][540/940] lr: 1.057e-01, eta: 1 day, 0:03:09, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.4252, top5_acc: 0.6678, loss_cls: 2.5679, loss: 2.5679, grad_norm: 1.8755 2020-08-02 13:42:48,189 - mmaction - INFO - Epoch [169][560/940] lr: 1.057e-01, eta: 1 day, 0:02:48, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.4402, top5_acc: 0.6785, loss_cls: 2.5240, loss: 2.5240, grad_norm: 1.8310 2020-08-02 13:43:09,159 - mmaction - INFO - Epoch [169][580/940] lr: 1.057e-01, eta: 1 day, 0:02:27, time: 1.046, data_time: 0.011, memory: 6199, top1_acc: 0.4354, top5_acc: 0.6758, loss_cls: 2.5135, loss: 2.5135, grad_norm: 1.8456 2020-08-02 13:43:29,472 - mmaction - INFO - Epoch [169][600/940] lr: 1.057e-01, eta: 1 day, 0:02:05, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4107, top5_acc: 0.6631, loss_cls: 2.6225, loss: 2.6225, grad_norm: 1.8846 2020-08-02 13:43:49,555 - mmaction - INFO - Epoch [169][620/940] lr: 1.057e-01, eta: 1 day, 0:01:44, time: 1.003, data_time: 0.002, memory: 6199, top1_acc: 0.4193, top5_acc: 0.6646, loss_cls: 2.5997, loss: 2.5997, grad_norm: 1.8538 2020-08-02 13:44:09,959 - mmaction - INFO - Epoch [169][640/940] lr: 1.057e-01, eta: 1 day, 0:01:22, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4281, top5_acc: 0.6742, loss_cls: 2.5588, loss: 2.5588, grad_norm: 1.8603 2020-08-02 13:44:29,972 - mmaction - INFO - Epoch [169][660/940] lr: 1.057e-01, eta: 1 day, 0:01:01, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4352, top5_acc: 0.6846, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.8673 2020-08-02 13:44:50,619 - mmaction - INFO - Epoch [169][680/940] lr: 1.057e-01, eta: 1 day, 0:00:39, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.4281, top5_acc: 0.6670, loss_cls: 2.5528, loss: 2.5528, grad_norm: 1.8556 2020-08-02 13:45:10,744 - mmaction - INFO - Epoch [169][700/940] lr: 1.057e-01, eta: 1 day, 0:00:18, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6814, loss_cls: 2.5339, loss: 2.5339, grad_norm: 1.8274 2020-08-02 13:45:30,801 - mmaction - INFO - Epoch [169][720/940] lr: 1.057e-01, eta: 23:59:56, time: 1.000, data_time: 0.002, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6707, loss_cls: 2.5424, loss: 2.5424, grad_norm: 1.8395 2020-08-02 13:45:50,929 - mmaction - INFO - Epoch [169][740/940] lr: 1.057e-01, eta: 23:59:35, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6783, loss_cls: 2.5631, loss: 2.5631, grad_norm: 1.8526 2020-08-02 13:46:10,958 - mmaction - INFO - Epoch [169][760/940] lr: 1.057e-01, eta: 23:59:13, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.4373, top5_acc: 0.6801, loss_cls: 2.5100, loss: 2.5100, grad_norm: 1.8473 2020-08-02 13:46:31,011 - mmaction - INFO - Epoch [169][780/940] lr: 1.057e-01, eta: 23:58:51, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.4291, top5_acc: 0.6713, loss_cls: 2.5403, loss: 2.5403, grad_norm: 1.8307 2020-08-02 13:46:51,110 - mmaction - INFO - Epoch [169][800/940] lr: 1.057e-01, eta: 23:58:30, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6732, loss_cls: 2.5863, loss: 2.5863, grad_norm: 1.8758 2020-08-02 13:47:11,710 - mmaction - INFO - Epoch [169][820/940] lr: 1.057e-01, eta: 23:58:09, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4332, top5_acc: 0.6662, loss_cls: 2.5600, loss: 2.5600, grad_norm: 1.8845 2020-08-02 13:47:31,678 - mmaction - INFO - Epoch [169][840/940] lr: 1.057e-01, eta: 23:57:47, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4277, top5_acc: 0.6697, loss_cls: 2.5590, loss: 2.5590, grad_norm: 1.8536 2020-08-02 13:47:53,087 - mmaction - INFO - Epoch [169][860/940] lr: 1.057e-01, eta: 23:57:26, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.4379, top5_acc: 0.6824, loss_cls: 2.5153, loss: 2.5153, grad_norm: 1.8597 2020-08-02 13:48:13,759 - mmaction - INFO - Epoch [169][880/940] lr: 1.057e-01, eta: 23:57:05, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.4248, top5_acc: 0.6797, loss_cls: 2.5357, loss: 2.5357, grad_norm: 1.8985 2020-08-02 13:48:34,419 - mmaction - INFO - Epoch [169][900/940] lr: 1.057e-01, eta: 23:56:44, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6793, loss_cls: 2.5135, loss: 2.5135, grad_norm: 1.8603 2020-08-02 13:48:55,316 - mmaction - INFO - Epoch [169][920/940] lr: 1.057e-01, eta: 23:56:22, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4291, top5_acc: 0.6717, loss_cls: 2.5410, loss: 2.5410, grad_norm: 1.8779 2020-08-02 13:49:14,579 - mmaction - INFO - Epoch [169][940/940] lr: 1.057e-01, eta: 23:56:00, time: 0.965, data_time: 0.006, memory: 6199, top1_acc: 0.4395, top5_acc: 0.6715, loss_cls: 2.5229, loss: 2.5229, grad_norm: 1.8398 2020-08-02 13:49:45,521 - mmaction - INFO - Epoch [170][20/940] lr: 1.036e-01, eta: 23:55:44, time: 1.533, data_time: 0.461, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6842, loss_cls: 2.4885, loss: 2.4885, grad_norm: 1.8704 2020-08-02 13:50:05,718 - mmaction - INFO - Epoch [170][40/940] lr: 1.036e-01, eta: 23:55:23, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6822, loss_cls: 2.4994, loss: 2.4994, grad_norm: 1.8826 2020-08-02 13:50:25,865 - mmaction - INFO - Epoch [170][60/940] lr: 1.036e-01, eta: 23:55:01, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6777, loss_cls: 2.5219, loss: 2.5219, grad_norm: 1.8370 2020-08-02 13:50:46,097 - mmaction - INFO - Epoch [170][80/940] lr: 1.036e-01, eta: 23:54:40, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4436, top5_acc: 0.6854, loss_cls: 2.5081, loss: 2.5081, grad_norm: 1.8593 2020-08-02 13:51:06,041 - mmaction - INFO - Epoch [170][100/940] lr: 1.036e-01, eta: 23:54:18, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6859, loss_cls: 2.5213, loss: 2.5213, grad_norm: 1.8531 2020-08-02 13:51:26,362 - mmaction - INFO - Epoch [170][120/940] lr: 1.036e-01, eta: 23:53:57, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4264, top5_acc: 0.6795, loss_cls: 2.5328, loss: 2.5328, grad_norm: 1.8518 2020-08-02 13:51:46,681 - mmaction - INFO - Epoch [170][140/940] lr: 1.036e-01, eta: 23:53:35, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4246, top5_acc: 0.6660, loss_cls: 2.5725, loss: 2.5725, grad_norm: 1.8368 2020-08-02 13:52:07,445 - mmaction - INFO - Epoch [170][160/940] lr: 1.036e-01, eta: 23:53:14, time: 1.040, data_time: 0.003, memory: 6199, top1_acc: 0.4420, top5_acc: 0.6820, loss_cls: 2.4760, loss: 2.4760, grad_norm: 1.8468 2020-08-02 13:52:27,566 - mmaction - INFO - Epoch [170][180/940] lr: 1.036e-01, eta: 23:52:52, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.4428, top5_acc: 0.6777, loss_cls: 2.4877, loss: 2.4877, grad_norm: 1.8340 2020-08-02 13:52:48,092 - mmaction - INFO - Epoch [170][200/940] lr: 1.036e-01, eta: 23:52:31, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6850, loss_cls: 2.4900, loss: 2.4900, grad_norm: 1.8584 2020-08-02 13:53:08,283 - mmaction - INFO - Epoch [170][220/940] lr: 1.036e-01, eta: 23:52:09, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.4383, top5_acc: 0.6795, loss_cls: 2.5184, loss: 2.5184, grad_norm: 1.8672 2020-08-02 13:53:28,413 - mmaction - INFO - Epoch [170][240/940] lr: 1.036e-01, eta: 23:51:48, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6844, loss_cls: 2.4697, loss: 2.4697, grad_norm: 1.8518 2020-08-02 13:53:48,589 - mmaction - INFO - Epoch [170][260/940] lr: 1.036e-01, eta: 23:51:26, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.4422, top5_acc: 0.6869, loss_cls: 2.4742, loss: 2.4742, grad_norm: 1.8587 2020-08-02 13:54:09,195 - mmaction - INFO - Epoch [170][280/940] lr: 1.036e-01, eta: 23:51:05, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.4363, top5_acc: 0.6711, loss_cls: 2.5172, loss: 2.5172, grad_norm: 1.8566 2020-08-02 13:54:29,822 - mmaction - INFO - Epoch [170][300/940] lr: 1.036e-01, eta: 23:50:44, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4350, top5_acc: 0.6803, loss_cls: 2.5170, loss: 2.5170, grad_norm: 1.8407 2020-08-02 13:54:49,773 - mmaction - INFO - Epoch [170][320/940] lr: 1.036e-01, eta: 23:50:22, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4434, top5_acc: 0.6756, loss_cls: 2.5441, loss: 2.5441, grad_norm: 1.8545 2020-08-02 13:55:10,261 - mmaction - INFO - Epoch [170][340/940] lr: 1.036e-01, eta: 23:50:01, time: 1.026, data_time: 0.010, memory: 6199, top1_acc: 0.4324, top5_acc: 0.6773, loss_cls: 2.5455, loss: 2.5455, grad_norm: 1.8536 2020-08-02 13:55:30,060 - mmaction - INFO - Epoch [170][360/940] lr: 1.036e-01, eta: 23:49:39, time: 0.990, data_time: 0.003, memory: 6199, top1_acc: 0.4408, top5_acc: 0.6842, loss_cls: 2.4867, loss: 2.4867, grad_norm: 1.8544 2020-08-02 13:55:50,269 - mmaction - INFO - Epoch [170][380/940] lr: 1.036e-01, eta: 23:49:17, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6824, loss_cls: 2.4884, loss: 2.4884, grad_norm: 1.8164 2020-08-02 13:56:10,798 - mmaction - INFO - Epoch [170][400/940] lr: 1.036e-01, eta: 23:48:56, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.4359, top5_acc: 0.6883, loss_cls: 2.4861, loss: 2.4861, grad_norm: 1.8639 2020-08-02 13:56:30,831 - mmaction - INFO - Epoch [170][420/940] lr: 1.036e-01, eta: 23:48:35, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.4377, top5_acc: 0.6754, loss_cls: 2.5217, loss: 2.5217, grad_norm: 1.8975 2020-08-02 13:56:50,919 - mmaction - INFO - Epoch [170][440/940] lr: 1.036e-01, eta: 23:48:13, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6846, loss_cls: 2.5059, loss: 2.5059, grad_norm: 1.8885 2020-08-02 13:57:11,015 - mmaction - INFO - Epoch [170][460/940] lr: 1.036e-01, eta: 23:47:51, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4385, top5_acc: 0.6834, loss_cls: 2.4887, loss: 2.4887, grad_norm: 1.8334 2020-08-02 13:57:31,306 - mmaction - INFO - Epoch [170][480/940] lr: 1.036e-01, eta: 23:47:30, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.4234, top5_acc: 0.6756, loss_cls: 2.5395, loss: 2.5395, grad_norm: 1.9006 2020-08-02 13:57:52,181 - mmaction - INFO - Epoch [170][500/940] lr: 1.036e-01, eta: 23:47:09, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6873, loss_cls: 2.4805, loss: 2.4805, grad_norm: 1.8798 2020-08-02 13:58:12,638 - mmaction - INFO - Epoch [170][520/940] lr: 1.036e-01, eta: 23:46:47, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.4313, top5_acc: 0.6686, loss_cls: 2.5759, loss: 2.5759, grad_norm: 1.8338 2020-08-02 13:58:32,850 - mmaction - INFO - Epoch [170][540/940] lr: 1.036e-01, eta: 23:46:26, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6918, loss_cls: 2.4693, loss: 2.4693, grad_norm: 1.8511 2020-08-02 13:58:52,981 - mmaction - INFO - Epoch [170][560/940] lr: 1.036e-01, eta: 23:46:04, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6836, loss_cls: 2.4935, loss: 2.4935, grad_norm: 1.8840 2020-08-02 13:59:13,139 - mmaction - INFO - Epoch [170][580/940] lr: 1.036e-01, eta: 23:45:43, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4301, top5_acc: 0.6773, loss_cls: 2.5362, loss: 2.5362, grad_norm: 1.8909 2020-08-02 13:59:34,108 - mmaction - INFO - Epoch [170][600/940] lr: 1.036e-01, eta: 23:45:22, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6795, loss_cls: 2.5070, loss: 2.5070, grad_norm: 1.8760 2020-08-02 13:59:54,830 - mmaction - INFO - Epoch [170][620/940] lr: 1.036e-01, eta: 23:45:00, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4268, top5_acc: 0.6771, loss_cls: 2.5481, loss: 2.5481, grad_norm: 1.8413 2020-08-02 14:00:19,692 - mmaction - INFO - Epoch [170][640/940] lr: 1.036e-01, eta: 23:44:41, time: 1.232, data_time: 0.006, memory: 6199, top1_acc: 0.4402, top5_acc: 0.6781, loss_cls: 2.4975, loss: 2.4975, grad_norm: 1.8550 2020-08-02 14:00:39,996 - mmaction - INFO - Epoch [170][660/940] lr: 1.036e-01, eta: 23:44:20, time: 1.026, data_time: 0.030, memory: 6199, top1_acc: 0.4303, top5_acc: 0.6682, loss_cls: 2.5607, loss: 2.5607, grad_norm: 1.8809 2020-08-02 14:00:59,967 - mmaction - INFO - Epoch [170][680/940] lr: 1.036e-01, eta: 23:43:58, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4248, top5_acc: 0.6762, loss_cls: 2.5747, loss: 2.5747, grad_norm: 1.8929 2020-08-02 14:01:20,009 - mmaction - INFO - Epoch [170][700/940] lr: 1.036e-01, eta: 23:43:37, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6740, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.8629 2020-08-02 14:01:40,142 - mmaction - INFO - Epoch [170][720/940] lr: 1.036e-01, eta: 23:43:15, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4232, top5_acc: 0.6775, loss_cls: 2.5423, loss: 2.5423, grad_norm: 1.8711 2020-08-02 14:02:00,809 - mmaction - INFO - Epoch [170][740/940] lr: 1.036e-01, eta: 23:42:54, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5412, loss: 2.5412, grad_norm: 1.9001 2020-08-02 14:02:21,117 - mmaction - INFO - Epoch [170][760/940] lr: 1.036e-01, eta: 23:42:32, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4299, top5_acc: 0.6789, loss_cls: 2.5377, loss: 2.5377, grad_norm: 1.8863 2020-08-02 14:02:41,104 - mmaction - INFO - Epoch [170][780/940] lr: 1.036e-01, eta: 23:42:11, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6816, loss_cls: 2.5125, loss: 2.5125, grad_norm: 1.8502 2020-08-02 14:03:01,876 - mmaction - INFO - Epoch [170][800/940] lr: 1.036e-01, eta: 23:41:49, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.4264, top5_acc: 0.6697, loss_cls: 2.5687, loss: 2.5687, grad_norm: 1.8580 2020-08-02 14:03:22,615 - mmaction - INFO - Epoch [170][820/940] lr: 1.036e-01, eta: 23:41:28, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6709, loss_cls: 2.5603, loss: 2.5603, grad_norm: 1.8503 2020-08-02 14:03:43,103 - mmaction - INFO - Epoch [170][840/940] lr: 1.036e-01, eta: 23:41:07, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.4291, top5_acc: 0.6732, loss_cls: 2.5327, loss: 2.5327, grad_norm: 1.8441 2020-08-02 14:04:03,879 - mmaction - INFO - Epoch [170][860/940] lr: 1.036e-01, eta: 23:40:46, time: 1.043, data_time: 0.010, memory: 6199, top1_acc: 0.4412, top5_acc: 0.6842, loss_cls: 2.5104, loss: 2.5104, grad_norm: 1.8711 2020-08-02 14:04:23,597 - mmaction - INFO - Epoch [170][880/940] lr: 1.036e-01, eta: 23:40:24, time: 0.984, data_time: 0.006, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6834, loss_cls: 2.5064, loss: 2.5064, grad_norm: 1.8458 2020-08-02 14:04:43,621 - mmaction - INFO - Epoch [170][900/940] lr: 1.036e-01, eta: 23:40:02, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4396, top5_acc: 0.6771, loss_cls: 2.5290, loss: 2.5290, grad_norm: 1.8622 2020-08-02 14:05:03,480 - mmaction - INFO - Epoch [170][920/940] lr: 1.036e-01, eta: 23:39:41, time: 0.992, data_time: 0.010, memory: 6199, top1_acc: 0.4326, top5_acc: 0.6758, loss_cls: 2.5564, loss: 2.5564, grad_norm: 1.8416 2020-08-02 14:05:22,519 - mmaction - INFO - Epoch [170][940/940] lr: 1.036e-01, eta: 23:39:19, time: 0.955, data_time: 0.006, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6703, loss_cls: 2.5485, loss: 2.5485, grad_norm: 1.8755 2020-08-02 14:05:55,275 - mmaction - INFO - Epoch [171][20/940] lr: 1.014e-01, eta: 23:39:03, time: 1.607, data_time: 0.616, memory: 6199, top1_acc: 0.4369, top5_acc: 0.6775, loss_cls: 2.5388, loss: 2.5388, grad_norm: 1.8611 2020-08-02 14:06:14,774 - mmaction - INFO - Epoch [171][40/940] lr: 1.014e-01, eta: 23:38:41, time: 0.978, data_time: 0.007, memory: 6199, top1_acc: 0.4535, top5_acc: 0.6937, loss_cls: 2.4339, loss: 2.4339, grad_norm: 1.8365 2020-08-02 14:06:36,341 - mmaction - INFO - Epoch [171][60/940] lr: 1.014e-01, eta: 23:38:20, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6877, loss_cls: 2.4716, loss: 2.4716, grad_norm: 1.8798 2020-08-02 14:06:56,887 - mmaction - INFO - Epoch [171][80/940] lr: 1.014e-01, eta: 23:37:59, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6783, loss_cls: 2.5064, loss: 2.5064, grad_norm: 1.8937 2020-08-02 14:07:18,280 - mmaction - INFO - Epoch [171][100/940] lr: 1.014e-01, eta: 23:37:38, time: 1.071, data_time: 0.010, memory: 6199, top1_acc: 0.4434, top5_acc: 0.6941, loss_cls: 2.4741, loss: 2.4741, grad_norm: 1.8565 2020-08-02 14:07:39,762 - mmaction - INFO - Epoch [171][120/940] lr: 1.014e-01, eta: 23:37:17, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.4363, top5_acc: 0.6838, loss_cls: 2.4854, loss: 2.4854, grad_norm: 1.8588 2020-08-02 14:08:00,724 - mmaction - INFO - Epoch [171][140/940] lr: 1.014e-01, eta: 23:36:56, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4396, top5_acc: 0.6955, loss_cls: 2.4936, loss: 2.4936, grad_norm: 1.8555 2020-08-02 14:08:21,804 - mmaction - INFO - Epoch [171][160/940] lr: 1.014e-01, eta: 23:36:35, time: 1.049, data_time: 0.004, memory: 6199, top1_acc: 0.4437, top5_acc: 0.6799, loss_cls: 2.5188, loss: 2.5188, grad_norm: 1.8586 2020-08-02 14:08:42,348 - mmaction - INFO - Epoch [171][180/940] lr: 1.014e-01, eta: 23:36:14, time: 1.030, data_time: 0.012, memory: 6199, top1_acc: 0.4510, top5_acc: 0.6932, loss_cls: 2.4523, loss: 2.4523, grad_norm: 1.8633 2020-08-02 14:09:03,146 - mmaction - INFO - Epoch [171][200/940] lr: 1.014e-01, eta: 23:35:53, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.4375, top5_acc: 0.6861, loss_cls: 2.4959, loss: 2.4959, grad_norm: 1.8743 2020-08-02 14:09:24,235 - mmaction - INFO - Epoch [171][220/940] lr: 1.014e-01, eta: 23:35:31, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.4371, top5_acc: 0.6877, loss_cls: 2.4896, loss: 2.4896, grad_norm: 1.9003 2020-08-02 14:09:45,367 - mmaction - INFO - Epoch [171][240/940] lr: 1.014e-01, eta: 23:35:10, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.4348, top5_acc: 0.6777, loss_cls: 2.5216, loss: 2.5216, grad_norm: 1.8732 2020-08-02 14:10:06,414 - mmaction - INFO - Epoch [171][260/940] lr: 1.014e-01, eta: 23:34:49, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.4402, top5_acc: 0.6777, loss_cls: 2.4876, loss: 2.4876, grad_norm: 1.8885 2020-08-02 14:10:26,338 - mmaction - INFO - Epoch [171][280/940] lr: 1.014e-01, eta: 23:34:28, time: 0.996, data_time: 0.002, memory: 6199, top1_acc: 0.4400, top5_acc: 0.6855, loss_cls: 2.5042, loss: 2.5042, grad_norm: 1.8823 2020-08-02 14:10:46,945 - mmaction - INFO - Epoch [171][300/940] lr: 1.014e-01, eta: 23:34:06, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.4297, top5_acc: 0.6754, loss_cls: 2.5333, loss: 2.5333, grad_norm: 1.8668 2020-08-02 14:11:06,859 - mmaction - INFO - Epoch [171][320/940] lr: 1.014e-01, eta: 23:33:45, time: 0.992, data_time: 0.004, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4831, loss: 2.4831, grad_norm: 1.8606 2020-08-02 14:11:27,364 - mmaction - INFO - Epoch [171][340/940] lr: 1.014e-01, eta: 23:33:23, time: 1.028, data_time: 0.011, memory: 6199, top1_acc: 0.4373, top5_acc: 0.6840, loss_cls: 2.4896, loss: 2.4896, grad_norm: 1.8832 2020-08-02 14:11:47,482 - mmaction - INFO - Epoch [171][360/940] lr: 1.014e-01, eta: 23:33:02, time: 1.006, data_time: 0.004, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6777, loss_cls: 2.5198, loss: 2.5198, grad_norm: 1.9008 2020-08-02 14:12:07,972 - mmaction - INFO - Epoch [171][380/940] lr: 1.014e-01, eta: 23:32:41, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6814, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.8655 2020-08-02 14:12:28,118 - mmaction - INFO - Epoch [171][400/940] lr: 1.014e-01, eta: 23:32:19, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4471, top5_acc: 0.6859, loss_cls: 2.4933, loss: 2.4933, grad_norm: 1.8743 2020-08-02 14:12:48,518 - mmaction - INFO - Epoch [171][420/940] lr: 1.014e-01, eta: 23:31:58, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6760, loss_cls: 2.5329, loss: 2.5329, grad_norm: 1.8543 2020-08-02 14:13:08,423 - mmaction - INFO - Epoch [171][440/940] lr: 1.014e-01, eta: 23:31:36, time: 0.992, data_time: 0.004, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6793, loss_cls: 2.4954, loss: 2.4954, grad_norm: 1.8990 2020-08-02 14:13:29,169 - mmaction - INFO - Epoch [171][460/940] lr: 1.014e-01, eta: 23:31:15, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6820, loss_cls: 2.5101, loss: 2.5101, grad_norm: 1.9100 2020-08-02 14:13:49,362 - mmaction - INFO - Epoch [171][480/940] lr: 1.014e-01, eta: 23:30:53, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.4227, top5_acc: 0.6881, loss_cls: 2.5307, loss: 2.5307, grad_norm: 1.9152 2020-08-02 14:14:09,327 - mmaction - INFO - Epoch [171][500/940] lr: 1.014e-01, eta: 23:30:32, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.4369, top5_acc: 0.6760, loss_cls: 2.5087, loss: 2.5087, grad_norm: 1.8581 2020-08-02 14:14:29,522 - mmaction - INFO - Epoch [171][520/940] lr: 1.014e-01, eta: 23:30:10, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.4330, top5_acc: 0.6768, loss_cls: 2.5110, loss: 2.5110, grad_norm: 1.8616 2020-08-02 14:14:49,662 - mmaction - INFO - Epoch [171][540/940] lr: 1.014e-01, eta: 23:29:49, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.4354, top5_acc: 0.6764, loss_cls: 2.5114, loss: 2.5114, grad_norm: 1.8565 2020-08-02 14:15:09,869 - mmaction - INFO - Epoch [171][560/940] lr: 1.014e-01, eta: 23:29:27, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.4404, top5_acc: 0.6846, loss_cls: 2.4947, loss: 2.4947, grad_norm: 1.8875 2020-08-02 14:15:29,980 - mmaction - INFO - Epoch [171][580/940] lr: 1.014e-01, eta: 23:29:06, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.4391, top5_acc: 0.6869, loss_cls: 2.4958, loss: 2.4958, grad_norm: 1.8764 2020-08-02 14:15:50,657 - mmaction - INFO - Epoch [171][600/940] lr: 1.014e-01, eta: 23:28:44, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6871, loss_cls: 2.4994, loss: 2.4994, grad_norm: 1.8643 2020-08-02 14:16:11,057 - mmaction - INFO - Epoch [171][620/940] lr: 1.014e-01, eta: 23:28:23, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4488, top5_acc: 0.6912, loss_cls: 2.4606, loss: 2.4606, grad_norm: 1.8695 2020-08-02 14:16:31,160 - mmaction - INFO - Epoch [171][640/940] lr: 1.014e-01, eta: 23:28:01, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.4385, top5_acc: 0.6818, loss_cls: 2.5159, loss: 2.5159, grad_norm: 1.8798 2020-08-02 14:16:51,292 - mmaction - INFO - Epoch [171][660/940] lr: 1.014e-01, eta: 23:27:40, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4373, top5_acc: 0.6900, loss_cls: 2.5060, loss: 2.5060, grad_norm: 1.9003 2020-08-02 14:17:11,785 - mmaction - INFO - Epoch [171][680/940] lr: 1.014e-01, eta: 23:27:18, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6764, loss_cls: 2.5130, loss: 2.5130, grad_norm: 1.8935 2020-08-02 14:17:31,937 - mmaction - INFO - Epoch [171][700/940] lr: 1.014e-01, eta: 23:26:57, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6791, loss_cls: 2.5151, loss: 2.5151, grad_norm: 1.9010 2020-08-02 14:17:52,048 - mmaction - INFO - Epoch [171][720/940] lr: 1.014e-01, eta: 23:26:35, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.4469, top5_acc: 0.6809, loss_cls: 2.5034, loss: 2.5034, grad_norm: 1.8417 2020-08-02 14:18:12,804 - mmaction - INFO - Epoch [171][740/940] lr: 1.014e-01, eta: 23:26:14, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6752, loss_cls: 2.5267, loss: 2.5267, grad_norm: 1.8730 2020-08-02 14:18:34,167 - mmaction - INFO - Epoch [171][760/940] lr: 1.014e-01, eta: 23:25:53, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.4232, top5_acc: 0.6809, loss_cls: 2.5234, loss: 2.5234, grad_norm: 1.9127 2020-08-02 14:18:54,563 - mmaction - INFO - Epoch [171][780/940] lr: 1.014e-01, eta: 23:25:32, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.4424, top5_acc: 0.6854, loss_cls: 2.4889, loss: 2.4889, grad_norm: 1.8827 2020-08-02 14:19:15,185 - mmaction - INFO - Epoch [171][800/940] lr: 1.014e-01, eta: 23:25:10, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5354, loss: 2.5354, grad_norm: 1.8856 2020-08-02 14:19:35,314 - mmaction - INFO - Epoch [171][820/940] lr: 1.014e-01, eta: 23:24:49, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6719, loss_cls: 2.5325, loss: 2.5325, grad_norm: 1.8872 2020-08-02 14:19:56,150 - mmaction - INFO - Epoch [171][840/940] lr: 1.014e-01, eta: 23:24:28, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6723, loss_cls: 2.5466, loss: 2.5466, grad_norm: 1.8812 2020-08-02 14:20:16,189 - mmaction - INFO - Epoch [171][860/940] lr: 1.014e-01, eta: 23:24:06, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.4999, loss: 2.4999, grad_norm: 1.8638 2020-08-02 14:20:36,880 - mmaction - INFO - Epoch [171][880/940] lr: 1.014e-01, eta: 23:23:45, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6840, loss_cls: 2.5042, loss: 2.5042, grad_norm: 1.8820 2020-08-02 14:20:57,376 - mmaction - INFO - Epoch [171][900/940] lr: 1.014e-01, eta: 23:23:24, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4273, top5_acc: 0.6637, loss_cls: 2.5768, loss: 2.5768, grad_norm: 1.8580 2020-08-02 14:21:17,575 - mmaction - INFO - Epoch [171][920/940] lr: 1.014e-01, eta: 23:23:02, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4330, top5_acc: 0.6756, loss_cls: 2.5230, loss: 2.5230, grad_norm: 1.8394 2020-08-02 14:21:36,863 - mmaction - INFO - Epoch [171][940/940] lr: 1.014e-01, eta: 23:22:40, time: 0.970, data_time: 0.011, memory: 6199, top1_acc: 0.4138, top5_acc: 0.6688, loss_cls: 2.5868, loss: 2.5868, grad_norm: 1.9174 2020-08-02 14:22:07,444 - mmaction - INFO - Epoch [172][20/940] lr: 9.929e-02, eta: 23:22:24, time: 1.506, data_time: 0.465, memory: 6199, top1_acc: 0.4477, top5_acc: 0.6943, loss_cls: 2.4308, loss: 2.4308, grad_norm: 1.8524 2020-08-02 14:22:27,385 - mmaction - INFO - Epoch [172][40/940] lr: 9.929e-02, eta: 23:22:02, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6943, loss_cls: 2.4450, loss: 2.4450, grad_norm: 1.8833 2020-08-02 14:22:48,145 - mmaction - INFO - Epoch [172][60/940] lr: 9.929e-02, eta: 23:21:41, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6813, loss_cls: 2.4895, loss: 2.4895, grad_norm: 1.9126 2020-08-02 14:23:08,403 - mmaction - INFO - Epoch [172][80/940] lr: 9.929e-02, eta: 23:21:19, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.4516, top5_acc: 0.7004, loss_cls: 2.4097, loss: 2.4097, grad_norm: 1.8927 2020-08-02 14:23:28,289 - mmaction - INFO - Epoch [172][100/940] lr: 9.929e-02, eta: 23:20:58, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4350, top5_acc: 0.6750, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.9153 2020-08-02 14:23:48,338 - mmaction - INFO - Epoch [172][120/940] lr: 9.929e-02, eta: 23:20:36, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6824, loss_cls: 2.5177, loss: 2.5177, grad_norm: 1.8587 2020-08-02 14:24:08,435 - mmaction - INFO - Epoch [172][140/940] lr: 9.929e-02, eta: 23:20:15, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6850, loss_cls: 2.4825, loss: 2.4825, grad_norm: 1.8693 2020-08-02 14:24:28,343 - mmaction - INFO - Epoch [172][160/940] lr: 9.929e-02, eta: 23:19:53, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.4334, top5_acc: 0.6871, loss_cls: 2.5128, loss: 2.5128, grad_norm: 1.8903 2020-08-02 14:24:48,170 - mmaction - INFO - Epoch [172][180/940] lr: 9.929e-02, eta: 23:19:31, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.4422, top5_acc: 0.6971, loss_cls: 2.4649, loss: 2.4649, grad_norm: 1.9080 2020-08-02 14:25:08,263 - mmaction - INFO - Epoch [172][200/940] lr: 9.929e-02, eta: 23:19:10, time: 1.005, data_time: 0.010, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6883, loss_cls: 2.4729, loss: 2.4729, grad_norm: 1.8817 2020-08-02 14:25:28,154 - mmaction - INFO - Epoch [172][220/940] lr: 9.929e-02, eta: 23:18:48, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6834, loss_cls: 2.5138, loss: 2.5138, grad_norm: 1.8817 2020-08-02 14:25:48,241 - mmaction - INFO - Epoch [172][240/940] lr: 9.929e-02, eta: 23:18:26, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6924, loss_cls: 2.4329, loss: 2.4329, grad_norm: 1.8791 2020-08-02 14:26:09,246 - mmaction - INFO - Epoch [172][260/940] lr: 9.929e-02, eta: 23:18:05, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6818, loss_cls: 2.4804, loss: 2.4804, grad_norm: 1.8785 2020-08-02 14:26:30,054 - mmaction - INFO - Epoch [172][280/940] lr: 9.929e-02, eta: 23:17:44, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4389, top5_acc: 0.6820, loss_cls: 2.4822, loss: 2.4822, grad_norm: 1.8785 2020-08-02 14:26:50,337 - mmaction - INFO - Epoch [172][300/940] lr: 9.929e-02, eta: 23:17:23, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.4254, top5_acc: 0.6820, loss_cls: 2.5232, loss: 2.5232, grad_norm: 1.8870 2020-08-02 14:27:10,563 - mmaction - INFO - Epoch [172][320/940] lr: 9.929e-02, eta: 23:17:01, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6861, loss_cls: 2.4931, loss: 2.4931, grad_norm: 1.8694 2020-08-02 14:27:31,578 - mmaction - INFO - Epoch [172][340/940] lr: 9.929e-02, eta: 23:16:40, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.4420, top5_acc: 0.6871, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.9128 2020-08-02 14:27:53,706 - mmaction - INFO - Epoch [172][360/940] lr: 9.929e-02, eta: 23:16:20, time: 1.106, data_time: 0.007, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6766, loss_cls: 2.5417, loss: 2.5417, grad_norm: 1.8842 2020-08-02 14:28:15,046 - mmaction - INFO - Epoch [172][380/940] lr: 9.929e-02, eta: 23:15:59, time: 1.066, data_time: 0.004, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6924, loss_cls: 2.4826, loss: 2.4826, grad_norm: 1.9055 2020-08-02 14:28:35,547 - mmaction - INFO - Epoch [172][400/940] lr: 9.929e-02, eta: 23:15:37, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6818, loss_cls: 2.5266, loss: 2.5266, grad_norm: 1.9119 2020-08-02 14:28:57,435 - mmaction - INFO - Epoch [172][420/940] lr: 9.929e-02, eta: 23:15:17, time: 1.097, data_time: 0.008, memory: 6199, top1_acc: 0.4371, top5_acc: 0.6768, loss_cls: 2.5115, loss: 2.5115, grad_norm: 1.8720 2020-08-02 14:29:19,800 - mmaction - INFO - Epoch [172][440/940] lr: 9.929e-02, eta: 23:14:56, time: 1.114, data_time: 0.008, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6779, loss_cls: 2.4990, loss: 2.4990, grad_norm: 1.8788 2020-08-02 14:29:41,367 - mmaction - INFO - Epoch [172][460/940] lr: 9.929e-02, eta: 23:14:35, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.4326, top5_acc: 0.6773, loss_cls: 2.5048, loss: 2.5048, grad_norm: 1.9073 2020-08-02 14:30:03,576 - mmaction - INFO - Epoch [172][480/940] lr: 9.929e-02, eta: 23:14:15, time: 1.111, data_time: 0.007, memory: 6199, top1_acc: 0.4293, top5_acc: 0.6736, loss_cls: 2.5566, loss: 2.5566, grad_norm: 1.9004 2020-08-02 14:30:25,003 - mmaction - INFO - Epoch [172][500/940] lr: 9.929e-02, eta: 23:13:54, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.4355, top5_acc: 0.6857, loss_cls: 2.5056, loss: 2.5056, grad_norm: 1.8935 2020-08-02 14:30:45,527 - mmaction - INFO - Epoch [172][520/940] lr: 9.929e-02, eta: 23:13:33, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4359, top5_acc: 0.6861, loss_cls: 2.4707, loss: 2.4707, grad_norm: 1.9106 2020-08-02 14:31:06,368 - mmaction - INFO - Epoch [172][540/940] lr: 9.929e-02, eta: 23:13:12, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6879, loss_cls: 2.4777, loss: 2.4777, grad_norm: 1.8812 2020-08-02 14:31:27,838 - mmaction - INFO - Epoch [172][560/940] lr: 9.929e-02, eta: 23:12:51, time: 1.073, data_time: 0.009, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6896, loss_cls: 2.4560, loss: 2.4560, grad_norm: 1.8454 2020-08-02 14:31:48,674 - mmaction - INFO - Epoch [172][580/940] lr: 9.929e-02, eta: 23:12:29, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.4377, top5_acc: 0.6904, loss_cls: 2.4856, loss: 2.4856, grad_norm: 1.9104 2020-08-02 14:32:10,263 - mmaction - INFO - Epoch [172][600/940] lr: 9.929e-02, eta: 23:12:09, time: 1.080, data_time: 0.005, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6730, loss_cls: 2.5402, loss: 2.5402, grad_norm: 1.9004 2020-08-02 14:32:31,092 - mmaction - INFO - Epoch [172][620/940] lr: 9.929e-02, eta: 23:11:47, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.4432, top5_acc: 0.6842, loss_cls: 2.4930, loss: 2.4930, grad_norm: 1.8830 2020-08-02 14:32:52,618 - mmaction - INFO - Epoch [172][640/940] lr: 9.929e-02, eta: 23:11:27, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.4309, top5_acc: 0.6764, loss_cls: 2.5308, loss: 2.5308, grad_norm: 1.9425 2020-08-02 14:33:13,633 - mmaction - INFO - Epoch [172][660/940] lr: 9.929e-02, eta: 23:11:06, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.4258, top5_acc: 0.6652, loss_cls: 2.5479, loss: 2.5479, grad_norm: 1.9079 2020-08-02 14:33:34,577 - mmaction - INFO - Epoch [172][680/940] lr: 9.929e-02, eta: 23:10:44, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4229, top5_acc: 0.6764, loss_cls: 2.5658, loss: 2.5658, grad_norm: 1.9062 2020-08-02 14:33:54,534 - mmaction - INFO - Epoch [172][700/940] lr: 9.929e-02, eta: 23:10:23, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.4541, top5_acc: 0.6879, loss_cls: 2.4598, loss: 2.4598, grad_norm: 1.8822 2020-08-02 14:34:15,181 - mmaction - INFO - Epoch [172][720/940] lr: 9.929e-02, eta: 23:10:02, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6785, loss_cls: 2.5367, loss: 2.5367, grad_norm: 1.8808 2020-08-02 14:34:35,349 - mmaction - INFO - Epoch [172][740/940] lr: 9.929e-02, eta: 23:09:40, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6934, loss_cls: 2.4653, loss: 2.4653, grad_norm: 1.8802 2020-08-02 14:34:56,105 - mmaction - INFO - Epoch [172][760/940] lr: 9.929e-02, eta: 23:09:19, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4496, top5_acc: 0.6904, loss_cls: 2.4595, loss: 2.4595, grad_norm: 1.8851 2020-08-02 14:35:16,882 - mmaction - INFO - Epoch [172][780/940] lr: 9.929e-02, eta: 23:08:58, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.4285, top5_acc: 0.6746, loss_cls: 2.5615, loss: 2.5615, grad_norm: 1.9022 2020-08-02 14:35:37,109 - mmaction - INFO - Epoch [172][800/940] lr: 9.929e-02, eta: 23:08:36, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.4293, top5_acc: 0.6770, loss_cls: 2.5241, loss: 2.5241, grad_norm: 1.9047 2020-08-02 14:35:58,135 - mmaction - INFO - Epoch [172][820/940] lr: 9.929e-02, eta: 23:08:15, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.4307, top5_acc: 0.6793, loss_cls: 2.5369, loss: 2.5369, grad_norm: 1.9172 2020-08-02 14:36:18,786 - mmaction - INFO - Epoch [172][840/940] lr: 9.929e-02, eta: 23:07:54, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.4354, top5_acc: 0.6807, loss_cls: 2.5452, loss: 2.5452, grad_norm: 1.9056 2020-08-02 14:36:39,725 - mmaction - INFO - Epoch [172][860/940] lr: 9.929e-02, eta: 23:07:33, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6824, loss_cls: 2.4929, loss: 2.4929, grad_norm: 1.8833 2020-08-02 14:37:00,423 - mmaction - INFO - Epoch [172][880/940] lr: 9.929e-02, eta: 23:07:11, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.4412, top5_acc: 0.6803, loss_cls: 2.5117, loss: 2.5117, grad_norm: 1.9116 2020-08-02 14:37:21,230 - mmaction - INFO - Epoch [172][900/940] lr: 9.929e-02, eta: 23:06:50, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.4328, top5_acc: 0.6770, loss_cls: 2.5593, loss: 2.5593, grad_norm: 1.9041 2020-08-02 14:37:42,485 - mmaction - INFO - Epoch [172][920/940] lr: 9.929e-02, eta: 23:06:29, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.4389, top5_acc: 0.6768, loss_cls: 2.5118, loss: 2.5118, grad_norm: 1.8574 2020-08-02 14:38:02,046 - mmaction - INFO - Epoch [172][940/940] lr: 9.929e-02, eta: 23:06:07, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.4351, top5_acc: 0.6755, loss_cls: 2.5315, loss: 2.5315, grad_norm: 1.9117 2020-08-02 14:38:02,370 - mmaction - INFO - Saving checkpoint at 172 epochs 2020-08-02 14:38:33,596 - mmaction - INFO - Epoch [173][20/940] lr: 9.718e-02, eta: 23:05:50, time: 1.475, data_time: 0.434, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6926, loss_cls: 2.4452, loss: 2.4452, grad_norm: 1.8811 2020-08-02 14:38:53,652 - mmaction - INFO - Epoch [173][40/940] lr: 9.718e-02, eta: 23:05:29, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.4344, top5_acc: 0.6771, loss_cls: 2.5408, loss: 2.5408, grad_norm: 1.9320 2020-08-02 14:39:13,414 - mmaction - INFO - Epoch [173][60/940] lr: 9.718e-02, eta: 23:05:07, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4389, top5_acc: 0.6846, loss_cls: 2.4859, loss: 2.4859, grad_norm: 1.8947 2020-08-02 14:39:33,823 - mmaction - INFO - Epoch [173][80/940] lr: 9.718e-02, eta: 23:04:46, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4596, loss: 2.4596, grad_norm: 1.9252 2020-08-02 14:39:54,822 - mmaction - INFO - Epoch [173][100/940] lr: 9.718e-02, eta: 23:04:25, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.4395, top5_acc: 0.6889, loss_cls: 2.4583, loss: 2.4583, grad_norm: 1.9239 2020-08-02 14:40:15,209 - mmaction - INFO - Epoch [173][120/940] lr: 9.718e-02, eta: 23:04:03, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6879, loss_cls: 2.4674, loss: 2.4674, grad_norm: 1.9083 2020-08-02 14:40:36,625 - mmaction - INFO - Epoch [173][140/940] lr: 9.718e-02, eta: 23:03:42, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.4512, top5_acc: 0.6930, loss_cls: 2.4235, loss: 2.4235, grad_norm: 1.9305 2020-08-02 14:40:57,927 - mmaction - INFO - Epoch [173][160/940] lr: 9.718e-02, eta: 23:03:21, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.4498, top5_acc: 0.6984, loss_cls: 2.4188, loss: 2.4188, grad_norm: 1.9098 2020-08-02 14:41:19,030 - mmaction - INFO - Epoch [173][180/940] lr: 9.718e-02, eta: 23:03:00, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.4414, top5_acc: 0.6889, loss_cls: 2.4614, loss: 2.4614, grad_norm: 1.9443 2020-08-02 14:41:39,389 - mmaction - INFO - Epoch [173][200/940] lr: 9.718e-02, eta: 23:02:39, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6811, loss_cls: 2.4865, loss: 2.4865, grad_norm: 1.9329 2020-08-02 14:42:00,960 - mmaction - INFO - Epoch [173][220/940] lr: 9.718e-02, eta: 23:02:18, time: 1.079, data_time: 0.006, memory: 6199, top1_acc: 0.4314, top5_acc: 0.6715, loss_cls: 2.5772, loss: 2.5772, grad_norm: 1.9243 2020-08-02 14:42:22,157 - mmaction - INFO - Epoch [173][240/940] lr: 9.718e-02, eta: 23:01:57, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.4439, top5_acc: 0.6957, loss_cls: 2.4525, loss: 2.4525, grad_norm: 1.8878 2020-08-02 14:42:42,795 - mmaction - INFO - Epoch [173][260/940] lr: 9.718e-02, eta: 23:01:36, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.4314, top5_acc: 0.6807, loss_cls: 2.5390, loss: 2.5390, grad_norm: 1.9458 2020-08-02 14:43:05,411 - mmaction - INFO - Epoch [173][280/940] lr: 9.718e-02, eta: 23:01:16, time: 1.131, data_time: 0.009, memory: 6199, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.4971, loss: 2.4971, grad_norm: 1.9453 2020-08-02 14:43:26,848 - mmaction - INFO - Epoch [173][300/940] lr: 9.718e-02, eta: 23:00:55, time: 1.070, data_time: 0.005, memory: 6199, top1_acc: 0.4496, top5_acc: 0.6891, loss_cls: 2.4559, loss: 2.4559, grad_norm: 1.9035 2020-08-02 14:43:47,805 - mmaction - INFO - Epoch [173][320/940] lr: 9.718e-02, eta: 23:00:34, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.4484, top5_acc: 0.6809, loss_cls: 2.4966, loss: 2.4966, grad_norm: 1.8776 2020-08-02 14:44:07,605 - mmaction - INFO - Epoch [173][340/940] lr: 9.718e-02, eta: 23:00:12, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.4396, top5_acc: 0.6881, loss_cls: 2.4923, loss: 2.4923, grad_norm: 1.8889 2020-08-02 14:44:27,692 - mmaction - INFO - Epoch [173][360/940] lr: 9.718e-02, eta: 22:59:50, time: 1.002, data_time: 0.010, memory: 6199, top1_acc: 0.4375, top5_acc: 0.6818, loss_cls: 2.5060, loss: 2.5060, grad_norm: 1.9670 2020-08-02 14:44:47,638 - mmaction - INFO - Epoch [173][380/940] lr: 9.718e-02, eta: 22:59:29, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6844, loss_cls: 2.4631, loss: 2.4631, grad_norm: 1.8936 2020-08-02 14:45:08,069 - mmaction - INFO - Epoch [173][400/940] lr: 9.718e-02, eta: 22:59:07, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6885, loss_cls: 2.4462, loss: 2.4462, grad_norm: 1.9561 2020-08-02 14:45:28,151 - mmaction - INFO - Epoch [173][420/940] lr: 9.718e-02, eta: 22:58:46, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.4557, top5_acc: 0.6867, loss_cls: 2.4734, loss: 2.4734, grad_norm: 1.9258 2020-08-02 14:45:48,607 - mmaction - INFO - Epoch [173][440/940] lr: 9.718e-02, eta: 22:58:24, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6951, loss_cls: 2.4634, loss: 2.4634, grad_norm: 1.9243 2020-08-02 14:46:09,145 - mmaction - INFO - Epoch [173][460/940] lr: 9.718e-02, eta: 22:58:03, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4332, top5_acc: 0.6781, loss_cls: 2.5267, loss: 2.5267, grad_norm: 1.9181 2020-08-02 14:46:29,812 - mmaction - INFO - Epoch [173][480/940] lr: 9.718e-02, eta: 22:57:42, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4432, top5_acc: 0.6934, loss_cls: 2.4631, loss: 2.4631, grad_norm: 1.9465 2020-08-02 14:46:50,289 - mmaction - INFO - Epoch [173][500/940] lr: 9.718e-02, eta: 22:57:21, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4449, top5_acc: 0.6912, loss_cls: 2.4842, loss: 2.4842, grad_norm: 1.9246 2020-08-02 14:47:11,174 - mmaction - INFO - Epoch [173][520/940] lr: 9.718e-02, eta: 22:56:59, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6795, loss_cls: 2.4904, loss: 2.4904, grad_norm: 1.8931 2020-08-02 14:47:31,429 - mmaction - INFO - Epoch [173][540/940] lr: 9.718e-02, eta: 22:56:38, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4432, top5_acc: 0.6887, loss_cls: 2.4800, loss: 2.4800, grad_norm: 1.8763 2020-08-02 14:47:51,682 - mmaction - INFO - Epoch [173][560/940] lr: 9.718e-02, eta: 22:56:16, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4420, top5_acc: 0.6924, loss_cls: 2.4770, loss: 2.4770, grad_norm: 1.8962 2020-08-02 14:48:12,829 - mmaction - INFO - Epoch [173][580/940] lr: 9.718e-02, eta: 22:55:55, time: 1.054, data_time: 0.005, memory: 6199, top1_acc: 0.4437, top5_acc: 0.6932, loss_cls: 2.4757, loss: 2.4757, grad_norm: 1.9209 2020-08-02 14:48:33,186 - mmaction - INFO - Epoch [173][600/940] lr: 9.718e-02, eta: 22:55:34, time: 1.020, data_time: 0.010, memory: 6199, top1_acc: 0.4379, top5_acc: 0.6777, loss_cls: 2.5109, loss: 2.5109, grad_norm: 1.9027 2020-08-02 14:48:54,054 - mmaction - INFO - Epoch [173][620/940] lr: 9.718e-02, eta: 22:55:13, time: 1.043, data_time: 0.010, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6836, loss_cls: 2.4914, loss: 2.4914, grad_norm: 1.9131 2020-08-02 14:49:13,593 - mmaction - INFO - Epoch [173][640/940] lr: 9.718e-02, eta: 22:54:51, time: 0.978, data_time: 0.008, memory: 6199, top1_acc: 0.4332, top5_acc: 0.6793, loss_cls: 2.5127, loss: 2.5127, grad_norm: 1.9319 2020-08-02 14:49:34,596 - mmaction - INFO - Epoch [173][660/940] lr: 9.718e-02, eta: 22:54:30, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.4326, top5_acc: 0.6783, loss_cls: 2.5161, loss: 2.5161, grad_norm: 1.8980 2020-08-02 14:49:54,894 - mmaction - INFO - Epoch [173][680/940] lr: 9.718e-02, eta: 22:54:09, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.4287, top5_acc: 0.6762, loss_cls: 2.4950, loss: 2.4950, grad_norm: 1.9026 2020-08-02 14:50:15,514 - mmaction - INFO - Epoch [173][700/940] lr: 9.718e-02, eta: 22:53:47, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6887, loss_cls: 2.4993, loss: 2.4993, grad_norm: 1.9034 2020-08-02 14:50:35,582 - mmaction - INFO - Epoch [173][720/940] lr: 9.718e-02, eta: 22:53:26, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4383, top5_acc: 0.6824, loss_cls: 2.4825, loss: 2.4825, grad_norm: 1.9174 2020-08-02 14:50:56,303 - mmaction - INFO - Epoch [173][740/940] lr: 9.718e-02, eta: 22:53:04, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.4420, top5_acc: 0.6813, loss_cls: 2.4820, loss: 2.4820, grad_norm: 1.9109 2020-08-02 14:51:16,995 - mmaction - INFO - Epoch [173][760/940] lr: 9.718e-02, eta: 22:52:43, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.4330, top5_acc: 0.6756, loss_cls: 2.5390, loss: 2.5390, grad_norm: 1.8695 2020-08-02 14:51:37,968 - mmaction - INFO - Epoch [173][780/940] lr: 9.718e-02, eta: 22:52:22, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.4342, top5_acc: 0.6840, loss_cls: 2.4951, loss: 2.4951, grad_norm: 1.9312 2020-08-02 14:51:58,580 - mmaction - INFO - Epoch [173][800/940] lr: 9.718e-02, eta: 22:52:01, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4266, top5_acc: 0.6744, loss_cls: 2.5799, loss: 2.5799, grad_norm: 1.9413 2020-08-02 14:52:19,169 - mmaction - INFO - Epoch [173][820/940] lr: 9.718e-02, eta: 22:51:40, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.4414, top5_acc: 0.6793, loss_cls: 2.4841, loss: 2.4841, grad_norm: 1.8970 2020-08-02 14:52:39,333 - mmaction - INFO - Epoch [173][840/940] lr: 9.718e-02, eta: 22:51:18, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6877, loss_cls: 2.5102, loss: 2.5102, grad_norm: 1.9256 2020-08-02 14:52:59,589 - mmaction - INFO - Epoch [173][860/940] lr: 9.718e-02, eta: 22:50:57, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6818, loss_cls: 2.5145, loss: 2.5145, grad_norm: 1.9437 2020-08-02 14:53:20,157 - mmaction - INFO - Epoch [173][880/940] lr: 9.718e-02, eta: 22:50:35, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.4361, top5_acc: 0.6863, loss_cls: 2.4863, loss: 2.4863, grad_norm: 1.9171 2020-08-02 14:53:40,275 - mmaction - INFO - Epoch [173][900/940] lr: 9.718e-02, eta: 22:50:14, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.4354, top5_acc: 0.6803, loss_cls: 2.5355, loss: 2.5355, grad_norm: 1.8948 2020-08-02 14:54:01,206 - mmaction - INFO - Epoch [173][920/940] lr: 9.718e-02, eta: 22:49:53, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.4219, top5_acc: 0.6693, loss_cls: 2.5634, loss: 2.5634, grad_norm: 1.9193 2020-08-02 14:54:20,710 - mmaction - INFO - Epoch [173][940/940] lr: 9.718e-02, eta: 22:49:31, time: 0.976, data_time: 0.010, memory: 6199, top1_acc: 0.4422, top5_acc: 0.6845, loss_cls: 2.4850, loss: 2.4850, grad_norm: 1.9174 2020-08-02 14:54:51,059 - mmaction - INFO - Epoch [174][20/940] lr: 9.508e-02, eta: 22:49:14, time: 1.492, data_time: 0.484, memory: 6199, top1_acc: 0.4393, top5_acc: 0.6852, loss_cls: 2.4627, loss: 2.4627, grad_norm: 1.9162 2020-08-02 14:55:10,875 - mmaction - INFO - Epoch [174][40/940] lr: 9.508e-02, eta: 22:48:52, time: 0.995, data_time: 0.012, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6914, loss_cls: 2.4619, loss: 2.4619, grad_norm: 1.9102 2020-08-02 14:55:31,698 - mmaction - INFO - Epoch [174][60/940] lr: 9.508e-02, eta: 22:48:31, time: 1.041, data_time: 0.003, memory: 6199, top1_acc: 0.4533, top5_acc: 0.6924, loss_cls: 2.4328, loss: 2.4328, grad_norm: 1.9002 2020-08-02 14:55:52,622 - mmaction - INFO - Epoch [174][80/940] lr: 9.508e-02, eta: 22:48:10, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4330, top5_acc: 0.6703, loss_cls: 2.5419, loss: 2.5419, grad_norm: 1.9066 2020-08-02 14:56:12,946 - mmaction - INFO - Epoch [174][100/940] lr: 9.508e-02, eta: 22:47:49, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6846, loss_cls: 2.4725, loss: 2.4725, grad_norm: 1.9100 2020-08-02 14:56:34,216 - mmaction - INFO - Epoch [174][120/940] lr: 9.508e-02, eta: 22:47:28, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6908, loss_cls: 2.4659, loss: 2.4659, grad_norm: 1.9255 2020-08-02 14:56:54,631 - mmaction - INFO - Epoch [174][140/940] lr: 9.508e-02, eta: 22:47:06, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.4480, top5_acc: 0.6951, loss_cls: 2.4374, loss: 2.4374, grad_norm: 1.9028 2020-08-02 14:57:15,464 - mmaction - INFO - Epoch [174][160/940] lr: 9.508e-02, eta: 22:46:45, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.4498, top5_acc: 0.6906, loss_cls: 2.4467, loss: 2.4467, grad_norm: 1.8932 2020-08-02 14:57:36,381 - mmaction - INFO - Epoch [174][180/940] lr: 9.508e-02, eta: 22:46:24, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.4414, top5_acc: 0.6803, loss_cls: 2.4790, loss: 2.4790, grad_norm: 1.8947 2020-08-02 14:57:57,123 - mmaction - INFO - Epoch [174][200/940] lr: 9.508e-02, eta: 22:46:03, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.4488, top5_acc: 0.6857, loss_cls: 2.4800, loss: 2.4800, grad_norm: 1.9239 2020-08-02 14:58:18,423 - mmaction - INFO - Epoch [174][220/940] lr: 9.508e-02, eta: 22:45:42, time: 1.062, data_time: 0.003, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6773, loss_cls: 2.5152, loss: 2.5152, grad_norm: 1.8850 2020-08-02 14:58:39,916 - mmaction - INFO - Epoch [174][240/940] lr: 9.508e-02, eta: 22:45:21, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6861, loss_cls: 2.4512, loss: 2.4512, grad_norm: 1.9209 2020-08-02 14:58:59,597 - mmaction - INFO - Epoch [174][260/940] lr: 9.508e-02, eta: 22:44:59, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4463, loss: 2.4463, grad_norm: 1.9318 2020-08-02 14:59:21,016 - mmaction - INFO - Epoch [174][280/940] lr: 9.508e-02, eta: 22:44:38, time: 1.070, data_time: 0.006, memory: 6199, top1_acc: 0.4477, top5_acc: 0.6908, loss_cls: 2.4436, loss: 2.4436, grad_norm: 1.9602 2020-08-02 14:59:41,646 - mmaction - INFO - Epoch [174][300/940] lr: 9.508e-02, eta: 22:44:17, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.4449, top5_acc: 0.6934, loss_cls: 2.4752, loss: 2.4752, grad_norm: 1.9175 2020-08-02 15:00:02,432 - mmaction - INFO - Epoch [174][320/940] lr: 9.508e-02, eta: 22:43:56, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.4369, top5_acc: 0.6877, loss_cls: 2.4943, loss: 2.4943, grad_norm: 1.9384 2020-08-02 15:00:26,663 - mmaction - INFO - Epoch [174][340/940] lr: 9.508e-02, eta: 22:43:36, time: 1.200, data_time: 0.007, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6852, loss_cls: 2.4740, loss: 2.4740, grad_norm: 1.9297 2020-08-02 15:00:47,389 - mmaction - INFO - Epoch [174][360/940] lr: 9.508e-02, eta: 22:43:15, time: 1.048, data_time: 0.021, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6824, loss_cls: 2.5101, loss: 2.5101, grad_norm: 1.9699 2020-08-02 15:01:08,233 - mmaction - INFO - Epoch [174][380/940] lr: 9.508e-02, eta: 22:42:54, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4357, top5_acc: 0.6937, loss_cls: 2.4643, loss: 2.4643, grad_norm: 1.9398 2020-08-02 15:01:29,158 - mmaction - INFO - Epoch [174][400/940] lr: 9.508e-02, eta: 22:42:33, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.4484, top5_acc: 0.6896, loss_cls: 2.4643, loss: 2.4643, grad_norm: 1.9116 2020-08-02 15:01:49,681 - mmaction - INFO - Epoch [174][420/940] lr: 9.508e-02, eta: 22:42:11, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6863, loss_cls: 2.4809, loss: 2.4809, grad_norm: 1.9522 2020-08-02 15:02:10,670 - mmaction - INFO - Epoch [174][440/940] lr: 9.508e-02, eta: 22:41:50, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6746, loss_cls: 2.5079, loss: 2.5079, grad_norm: 1.9274 2020-08-02 15:02:31,903 - mmaction - INFO - Epoch [174][460/940] lr: 9.508e-02, eta: 22:41:29, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.4514, top5_acc: 0.6955, loss_cls: 2.4078, loss: 2.4078, grad_norm: 1.8840 2020-08-02 15:02:52,983 - mmaction - INFO - Epoch [174][480/940] lr: 9.508e-02, eta: 22:41:08, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.4555, top5_acc: 0.6934, loss_cls: 2.4417, loss: 2.4417, grad_norm: 1.9673 2020-08-02 15:03:14,132 - mmaction - INFO - Epoch [174][500/940] lr: 9.508e-02, eta: 22:40:47, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.4283, top5_acc: 0.6803, loss_cls: 2.5199, loss: 2.5199, grad_norm: 1.9209 2020-08-02 15:03:35,369 - mmaction - INFO - Epoch [174][520/940] lr: 9.508e-02, eta: 22:40:26, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.4486, top5_acc: 0.6893, loss_cls: 2.4702, loss: 2.4702, grad_norm: 1.8924 2020-08-02 15:03:57,307 - mmaction - INFO - Epoch [174][540/940] lr: 9.508e-02, eta: 22:40:06, time: 1.096, data_time: 0.007, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6846, loss_cls: 2.4605, loss: 2.4605, grad_norm: 1.8788 2020-08-02 15:04:19,041 - mmaction - INFO - Epoch [174][560/940] lr: 9.508e-02, eta: 22:39:45, time: 1.087, data_time: 0.008, memory: 6199, top1_acc: 0.4439, top5_acc: 0.6951, loss_cls: 2.4651, loss: 2.4651, grad_norm: 1.9479 2020-08-02 15:04:39,346 - mmaction - INFO - Epoch [174][580/940] lr: 9.508e-02, eta: 22:39:23, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4344, top5_acc: 0.6809, loss_cls: 2.5143, loss: 2.5143, grad_norm: 1.9580 2020-08-02 15:04:59,698 - mmaction - INFO - Epoch [174][600/940] lr: 9.508e-02, eta: 22:39:02, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.4400, top5_acc: 0.6758, loss_cls: 2.5085, loss: 2.5085, grad_norm: 1.9238 2020-08-02 15:05:20,017 - mmaction - INFO - Epoch [174][620/940] lr: 9.508e-02, eta: 22:38:41, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.4396, top5_acc: 0.6857, loss_cls: 2.4925, loss: 2.4925, grad_norm: 1.9223 2020-08-02 15:05:41,043 - mmaction - INFO - Epoch [174][640/940] lr: 9.508e-02, eta: 22:38:20, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4467, top5_acc: 0.6832, loss_cls: 2.4660, loss: 2.4660, grad_norm: 1.8960 2020-08-02 15:06:02,267 - mmaction - INFO - Epoch [174][660/940] lr: 9.508e-02, eta: 22:37:59, time: 1.062, data_time: 0.005, memory: 6199, top1_acc: 0.4484, top5_acc: 0.6871, loss_cls: 2.4430, loss: 2.4430, grad_norm: 1.9212 2020-08-02 15:06:23,952 - mmaction - INFO - Epoch [174][680/940] lr: 9.508e-02, eta: 22:37:38, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6836, loss_cls: 2.5108, loss: 2.5108, grad_norm: 1.9223 2020-08-02 15:06:45,384 - mmaction - INFO - Epoch [174][700/940] lr: 9.508e-02, eta: 22:37:17, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.4303, top5_acc: 0.6852, loss_cls: 2.5059, loss: 2.5059, grad_norm: 1.8961 2020-08-02 15:07:05,931 - mmaction - INFO - Epoch [174][720/940] lr: 9.508e-02, eta: 22:36:56, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4424, top5_acc: 0.6781, loss_cls: 2.5140, loss: 2.5140, grad_norm: 1.9191 2020-08-02 15:07:28,016 - mmaction - INFO - Epoch [174][740/940] lr: 9.508e-02, eta: 22:36:35, time: 1.104, data_time: 0.009, memory: 6199, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.5090, loss: 2.5090, grad_norm: 1.9350 2020-08-02 15:07:48,895 - mmaction - INFO - Epoch [174][760/940] lr: 9.508e-02, eta: 22:36:14, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.4301, top5_acc: 0.6725, loss_cls: 2.5565, loss: 2.5565, grad_norm: 1.9381 2020-08-02 15:08:08,640 - mmaction - INFO - Epoch [174][780/940] lr: 9.508e-02, eta: 22:35:52, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6779, loss_cls: 2.5403, loss: 2.5403, grad_norm: 1.9103 2020-08-02 15:08:29,056 - mmaction - INFO - Epoch [174][800/940] lr: 9.508e-02, eta: 22:35:31, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4322, top5_acc: 0.6703, loss_cls: 2.5193, loss: 2.5193, grad_norm: 1.9271 2020-08-02 15:08:49,775 - mmaction - INFO - Epoch [174][820/940] lr: 9.508e-02, eta: 22:35:10, time: 1.034, data_time: 0.010, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6828, loss_cls: 2.5400, loss: 2.5400, grad_norm: 1.9376 2020-08-02 15:09:10,187 - mmaction - INFO - Epoch [174][840/940] lr: 9.508e-02, eta: 22:34:48, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4277, top5_acc: 0.6758, loss_cls: 2.5574, loss: 2.5574, grad_norm: 1.9196 2020-08-02 15:09:30,072 - mmaction - INFO - Epoch [174][860/940] lr: 9.508e-02, eta: 22:34:27, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.4443, top5_acc: 0.6813, loss_cls: 2.4922, loss: 2.4922, grad_norm: 1.9006 2020-08-02 15:09:50,969 - mmaction - INFO - Epoch [174][880/940] lr: 9.508e-02, eta: 22:34:05, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.4498, top5_acc: 0.6809, loss_cls: 2.5033, loss: 2.5033, grad_norm: 1.9092 2020-08-02 15:10:10,995 - mmaction - INFO - Epoch [174][900/940] lr: 9.508e-02, eta: 22:33:44, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.4400, top5_acc: 0.6912, loss_cls: 2.4732, loss: 2.4732, grad_norm: 1.9155 2020-08-02 15:10:31,649 - mmaction - INFO - Epoch [174][920/940] lr: 9.508e-02, eta: 22:33:23, time: 1.033, data_time: 0.003, memory: 6199, top1_acc: 0.4437, top5_acc: 0.6840, loss_cls: 2.4822, loss: 2.4822, grad_norm: 1.9226 2020-08-02 15:10:51,607 - mmaction - INFO - Epoch [174][940/940] lr: 9.508e-02, eta: 22:33:01, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6759, loss_cls: 2.5333, loss: 2.5333, grad_norm: 1.9694 2020-08-02 15:11:23,827 - mmaction - INFO - Epoch [175][20/940] lr: 9.300e-02, eta: 22:32:45, time: 1.584, data_time: 0.586, memory: 6199, top1_acc: 0.4514, top5_acc: 0.6875, loss_cls: 2.4569, loss: 2.4569, grad_norm: 1.8926 2020-08-02 15:11:44,049 - mmaction - INFO - Epoch [175][40/940] lr: 9.300e-02, eta: 22:32:24, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6961, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.9260 2020-08-02 15:12:04,404 - mmaction - INFO - Epoch [175][60/940] lr: 9.300e-02, eta: 22:32:02, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.4662, top5_acc: 0.6953, loss_cls: 2.4119, loss: 2.4119, grad_norm: 1.9093 2020-08-02 15:12:25,787 - mmaction - INFO - Epoch [175][80/940] lr: 9.300e-02, eta: 22:31:41, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6916, loss_cls: 2.4612, loss: 2.4612, grad_norm: 1.9475 2020-08-02 15:12:46,797 - mmaction - INFO - Epoch [175][100/940] lr: 9.300e-02, eta: 22:31:20, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6871, loss_cls: 2.4911, loss: 2.4911, grad_norm: 1.9361 2020-08-02 15:13:08,596 - mmaction - INFO - Epoch [175][120/940] lr: 9.300e-02, eta: 22:30:59, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.4600, top5_acc: 0.6998, loss_cls: 2.3849, loss: 2.3849, grad_norm: 1.9202 2020-08-02 15:13:28,797 - mmaction - INFO - Epoch [175][140/940] lr: 9.300e-02, eta: 22:30:38, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4400, top5_acc: 0.6875, loss_cls: 2.4811, loss: 2.4811, grad_norm: 1.9403 2020-08-02 15:13:49,867 - mmaction - INFO - Epoch [175][160/940] lr: 9.300e-02, eta: 22:30:17, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6928, loss_cls: 2.4553, loss: 2.4553, grad_norm: 1.9170 2020-08-02 15:14:11,501 - mmaction - INFO - Epoch [175][180/940] lr: 9.300e-02, eta: 22:29:56, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.4441, top5_acc: 0.6854, loss_cls: 2.4747, loss: 2.4747, grad_norm: 1.9743 2020-08-02 15:14:32,305 - mmaction - INFO - Epoch [175][200/940] lr: 9.300e-02, eta: 22:29:35, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.4359, top5_acc: 0.6807, loss_cls: 2.4981, loss: 2.4981, grad_norm: 1.9637 2020-08-02 15:14:54,269 - mmaction - INFO - Epoch [175][220/940] lr: 9.300e-02, eta: 22:29:14, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.4400, top5_acc: 0.6854, loss_cls: 2.4799, loss: 2.4799, grad_norm: 1.9592 2020-08-02 15:15:15,854 - mmaction - INFO - Epoch [175][240/940] lr: 9.300e-02, eta: 22:28:53, time: 1.080, data_time: 0.008, memory: 6199, top1_acc: 0.4402, top5_acc: 0.6807, loss_cls: 2.5018, loss: 2.5018, grad_norm: 1.9113 2020-08-02 15:15:36,729 - mmaction - INFO - Epoch [175][260/940] lr: 9.300e-02, eta: 22:28:32, time: 1.043, data_time: 0.003, memory: 6199, top1_acc: 0.4555, top5_acc: 0.6885, loss_cls: 2.4402, loss: 2.4402, grad_norm: 1.9219 2020-08-02 15:15:58,114 - mmaction - INFO - Epoch [175][280/940] lr: 9.300e-02, eta: 22:28:11, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6982, loss_cls: 2.4480, loss: 2.4480, grad_norm: 1.9414 2020-08-02 15:16:18,088 - mmaction - INFO - Epoch [175][300/940] lr: 9.300e-02, eta: 22:27:50, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.4479, top5_acc: 0.6918, loss_cls: 2.4388, loss: 2.4388, grad_norm: 1.9386 2020-08-02 15:16:37,818 - mmaction - INFO - Epoch [175][320/940] lr: 9.300e-02, eta: 22:27:28, time: 0.986, data_time: 0.002, memory: 6199, top1_acc: 0.4590, top5_acc: 0.6875, loss_cls: 2.4559, loss: 2.4559, grad_norm: 1.9580 2020-08-02 15:16:58,227 - mmaction - INFO - Epoch [175][340/940] lr: 9.300e-02, eta: 22:27:07, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.4529, top5_acc: 0.6900, loss_cls: 2.4488, loss: 2.4488, grad_norm: 1.9456 2020-08-02 15:17:18,464 - mmaction - INFO - Epoch [175][360/940] lr: 9.300e-02, eta: 22:26:45, time: 1.011, data_time: 0.003, memory: 6199, top1_acc: 0.4525, top5_acc: 0.6873, loss_cls: 2.4423, loss: 2.4423, grad_norm: 1.9207 2020-08-02 15:17:38,914 - mmaction - INFO - Epoch [175][380/940] lr: 9.300e-02, eta: 22:26:24, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4496, top5_acc: 0.6906, loss_cls: 2.4586, loss: 2.4586, grad_norm: 1.9275 2020-08-02 15:17:59,217 - mmaction - INFO - Epoch [175][400/940] lr: 9.300e-02, eta: 22:26:02, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4502, top5_acc: 0.6881, loss_cls: 2.4414, loss: 2.4414, grad_norm: 1.9137 2020-08-02 15:18:19,373 - mmaction - INFO - Epoch [175][420/940] lr: 9.300e-02, eta: 22:25:41, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.4539, top5_acc: 0.7061, loss_cls: 2.4369, loss: 2.4369, grad_norm: 1.9528 2020-08-02 15:18:40,010 - mmaction - INFO - Epoch [175][440/940] lr: 9.300e-02, eta: 22:25:20, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6873, loss_cls: 2.4915, loss: 2.4915, grad_norm: 1.9688 2020-08-02 15:19:00,133 - mmaction - INFO - Epoch [175][460/940] lr: 9.300e-02, eta: 22:24:58, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4422, top5_acc: 0.6885, loss_cls: 2.4825, loss: 2.4825, grad_norm: 1.9925 2020-08-02 15:19:20,337 - mmaction - INFO - Epoch [175][480/940] lr: 9.300e-02, eta: 22:24:37, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.4422, top5_acc: 0.6879, loss_cls: 2.4633, loss: 2.4633, grad_norm: 1.9308 2020-08-02 15:19:40,865 - mmaction - INFO - Epoch [175][500/940] lr: 9.300e-02, eta: 22:24:15, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6885, loss_cls: 2.4880, loss: 2.4880, grad_norm: 1.9268 2020-08-02 15:20:01,206 - mmaction - INFO - Epoch [175][520/940] lr: 9.300e-02, eta: 22:23:54, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.4523, top5_acc: 0.6877, loss_cls: 2.4582, loss: 2.4582, grad_norm: 1.9232 2020-08-02 15:20:21,542 - mmaction - INFO - Epoch [175][540/940] lr: 9.300e-02, eta: 22:23:33, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6842, loss_cls: 2.4830, loss: 2.4830, grad_norm: 1.9862 2020-08-02 15:20:42,125 - mmaction - INFO - Epoch [175][560/940] lr: 9.300e-02, eta: 22:23:11, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.4391, top5_acc: 0.6885, loss_cls: 2.4687, loss: 2.4687, grad_norm: 1.9647 2020-08-02 15:21:02,477 - mmaction - INFO - Epoch [175][580/940] lr: 9.300e-02, eta: 22:22:50, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.4338, top5_acc: 0.6818, loss_cls: 2.5031, loss: 2.5031, grad_norm: 1.9395 2020-08-02 15:21:23,299 - mmaction - INFO - Epoch [175][600/940] lr: 9.300e-02, eta: 22:22:29, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.4348, top5_acc: 0.6729, loss_cls: 2.5478, loss: 2.5478, grad_norm: 1.9458 2020-08-02 15:21:43,326 - mmaction - INFO - Epoch [175][620/940] lr: 9.300e-02, eta: 22:22:07, time: 1.002, data_time: 0.010, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6990, loss_cls: 2.4305, loss: 2.4305, grad_norm: 1.9479 2020-08-02 15:22:03,470 - mmaction - INFO - Epoch [175][640/940] lr: 9.300e-02, eta: 22:21:46, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.4652, top5_acc: 0.7016, loss_cls: 2.3861, loss: 2.3861, grad_norm: 1.8814 2020-08-02 15:22:23,693 - mmaction - INFO - Epoch [175][660/940] lr: 9.300e-02, eta: 22:21:24, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.4488, top5_acc: 0.6762, loss_cls: 2.5010, loss: 2.5010, grad_norm: 1.9401 2020-08-02 15:22:43,726 - mmaction - INFO - Epoch [175][680/940] lr: 9.300e-02, eta: 22:21:03, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6844, loss_cls: 2.5022, loss: 2.5022, grad_norm: 1.9615 2020-08-02 15:23:04,714 - mmaction - INFO - Epoch [175][700/940] lr: 9.300e-02, eta: 22:20:42, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.4502, top5_acc: 0.6937, loss_cls: 2.4446, loss: 2.4446, grad_norm: 1.9165 2020-08-02 15:23:24,675 - mmaction - INFO - Epoch [175][720/940] lr: 9.300e-02, eta: 22:20:20, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.4244, top5_acc: 0.6684, loss_cls: 2.5856, loss: 2.5856, grad_norm: 1.9688 2020-08-02 15:23:44,830 - mmaction - INFO - Epoch [175][740/940] lr: 9.300e-02, eta: 22:19:59, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4523, top5_acc: 0.6842, loss_cls: 2.4245, loss: 2.4245, grad_norm: 1.9311 2020-08-02 15:24:05,752 - mmaction - INFO - Epoch [175][760/940] lr: 9.300e-02, eta: 22:19:37, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.4539, top5_acc: 0.6949, loss_cls: 2.4266, loss: 2.4266, grad_norm: 1.9453 2020-08-02 15:24:26,912 - mmaction - INFO - Epoch [175][780/940] lr: 9.300e-02, eta: 22:19:16, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.4436, top5_acc: 0.6928, loss_cls: 2.4629, loss: 2.4629, grad_norm: 1.9275 2020-08-02 15:24:46,626 - mmaction - INFO - Epoch [175][800/940] lr: 9.300e-02, eta: 22:18:55, time: 0.985, data_time: 0.004, memory: 6199, top1_acc: 0.4406, top5_acc: 0.6738, loss_cls: 2.5268, loss: 2.5268, grad_norm: 1.9655 2020-08-02 15:25:06,931 - mmaction - INFO - Epoch [175][820/940] lr: 9.300e-02, eta: 22:18:33, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.4367, top5_acc: 0.6730, loss_cls: 2.5284, loss: 2.5284, grad_norm: 1.9247 2020-08-02 15:25:27,186 - mmaction - INFO - Epoch [175][840/940] lr: 9.300e-02, eta: 22:18:12, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.4383, top5_acc: 0.6895, loss_cls: 2.4944, loss: 2.4944, grad_norm: 1.9303 2020-08-02 15:25:47,259 - mmaction - INFO - Epoch [175][860/940] lr: 9.300e-02, eta: 22:17:50, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6865, loss_cls: 2.4815, loss: 2.4815, grad_norm: 1.9365 2020-08-02 15:26:07,702 - mmaction - INFO - Epoch [175][880/940] lr: 9.300e-02, eta: 22:17:29, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.4439, top5_acc: 0.6979, loss_cls: 2.4506, loss: 2.4506, grad_norm: 1.9635 2020-08-02 15:26:27,817 - mmaction - INFO - Epoch [175][900/940] lr: 9.300e-02, eta: 22:17:07, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.4412, top5_acc: 0.6920, loss_cls: 2.4618, loss: 2.4618, grad_norm: 1.9551 2020-08-02 15:26:48,012 - mmaction - INFO - Epoch [175][920/940] lr: 9.300e-02, eta: 22:16:46, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4395, top5_acc: 0.6799, loss_cls: 2.4963, loss: 2.4963, grad_norm: 1.9507 2020-08-02 15:27:07,020 - mmaction - INFO - Epoch [175][940/940] lr: 9.300e-02, eta: 22:16:24, time: 0.953, data_time: 0.009, memory: 6199, top1_acc: 0.4442, top5_acc: 0.6749, loss_cls: 2.5354, loss: 2.5354, grad_norm: 1.9390 2020-08-02 15:27:37,177 - mmaction - INFO - Epoch [176][20/940] lr: 9.094e-02, eta: 22:16:07, time: 1.492, data_time: 0.502, memory: 6199, top1_acc: 0.4527, top5_acc: 0.6920, loss_cls: 2.4250, loss: 2.4250, grad_norm: 1.9485 2020-08-02 15:27:57,038 - mmaction - INFO - Epoch [176][40/940] lr: 9.094e-02, eta: 22:15:45, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.4420, top5_acc: 0.6904, loss_cls: 2.4631, loss: 2.4631, grad_norm: 1.9709 2020-08-02 15:28:18,271 - mmaction - INFO - Epoch [176][60/940] lr: 9.094e-02, eta: 22:15:24, time: 1.063, data_time: 0.004, memory: 6199, top1_acc: 0.4541, top5_acc: 0.6967, loss_cls: 2.4202, loss: 2.4202, grad_norm: 1.9655 2020-08-02 15:28:38,640 - mmaction - INFO - Epoch [176][80/940] lr: 9.094e-02, eta: 22:15:03, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4449, top5_acc: 0.6953, loss_cls: 2.4496, loss: 2.4496, grad_norm: 1.9817 2020-08-02 15:28:59,839 - mmaction - INFO - Epoch [176][100/940] lr: 9.094e-02, eta: 22:14:42, time: 1.059, data_time: 0.002, memory: 6199, top1_acc: 0.4490, top5_acc: 0.6947, loss_cls: 2.4414, loss: 2.4414, grad_norm: 1.9721 2020-08-02 15:29:20,836 - mmaction - INFO - Epoch [176][120/940] lr: 9.094e-02, eta: 22:14:21, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.4387, top5_acc: 0.6895, loss_cls: 2.4729, loss: 2.4729, grad_norm: 1.9748 2020-08-02 15:29:41,538 - mmaction - INFO - Epoch [176][140/940] lr: 9.094e-02, eta: 22:14:00, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.4504, top5_acc: 0.6900, loss_cls: 2.4541, loss: 2.4541, grad_norm: 1.9514 2020-08-02 15:30:02,451 - mmaction - INFO - Epoch [176][160/940] lr: 9.094e-02, eta: 22:13:39, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.4467, top5_acc: 0.6836, loss_cls: 2.4631, loss: 2.4631, grad_norm: 1.9415 2020-08-02 15:30:23,372 - mmaction - INFO - Epoch [176][180/940] lr: 9.094e-02, eta: 22:13:17, time: 1.049, data_time: 0.010, memory: 6199, top1_acc: 0.4547, top5_acc: 0.6871, loss_cls: 2.4792, loss: 2.4792, grad_norm: 1.9758 2020-08-02 15:30:44,330 - mmaction - INFO - Epoch [176][200/940] lr: 9.094e-02, eta: 22:12:56, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6945, loss_cls: 2.4484, loss: 2.4484, grad_norm: 1.9518 2020-08-02 15:31:04,682 - mmaction - INFO - Epoch [176][220/940] lr: 9.094e-02, eta: 22:12:35, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4592, top5_acc: 0.6896, loss_cls: 2.4440, loss: 2.4440, grad_norm: 1.9932 2020-08-02 15:31:24,483 - mmaction - INFO - Epoch [176][240/940] lr: 9.094e-02, eta: 22:12:13, time: 0.987, data_time: 0.004, memory: 6199, top1_acc: 0.4449, top5_acc: 0.6822, loss_cls: 2.4746, loss: 2.4746, grad_norm: 1.9593 2020-08-02 15:31:44,962 - mmaction - INFO - Epoch [176][260/940] lr: 9.094e-02, eta: 22:11:52, time: 1.026, data_time: 0.012, memory: 6199, top1_acc: 0.4430, top5_acc: 0.7004, loss_cls: 2.4587, loss: 2.4587, grad_norm: 1.9626 2020-08-02 15:32:05,351 - mmaction - INFO - Epoch [176][280/940] lr: 9.094e-02, eta: 22:11:31, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.4479, top5_acc: 0.6941, loss_cls: 2.4373, loss: 2.4373, grad_norm: 1.9748 2020-08-02 15:32:25,400 - mmaction - INFO - Epoch [176][300/940] lr: 9.094e-02, eta: 22:11:09, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6844, loss_cls: 2.4673, loss: 2.4673, grad_norm: 1.9631 2020-08-02 15:32:45,498 - mmaction - INFO - Epoch [176][320/940] lr: 9.094e-02, eta: 22:10:48, time: 1.004, data_time: 0.003, memory: 6199, top1_acc: 0.4479, top5_acc: 0.6904, loss_cls: 2.4571, loss: 2.4571, grad_norm: 1.9819 2020-08-02 15:33:06,065 - mmaction - INFO - Epoch [176][340/940] lr: 9.094e-02, eta: 22:10:26, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.4523, top5_acc: 0.6883, loss_cls: 2.4526, loss: 2.4526, grad_norm: 1.9603 2020-08-02 15:33:26,213 - mmaction - INFO - Epoch [176][360/940] lr: 9.094e-02, eta: 22:10:05, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4555, top5_acc: 0.6900, loss_cls: 2.4335, loss: 2.4335, grad_norm: 1.9092 2020-08-02 15:33:47,347 - mmaction - INFO - Epoch [176][380/940] lr: 9.094e-02, eta: 22:09:44, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.4592, top5_acc: 0.6883, loss_cls: 2.4428, loss: 2.4428, grad_norm: 1.9508 2020-08-02 15:34:07,240 - mmaction - INFO - Epoch [176][400/940] lr: 9.094e-02, eta: 22:09:22, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.4510, top5_acc: 0.6898, loss_cls: 2.4596, loss: 2.4596, grad_norm: 1.9352 2020-08-02 15:34:27,382 - mmaction - INFO - Epoch [176][420/940] lr: 9.094e-02, eta: 22:09:01, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6889, loss_cls: 2.4736, loss: 2.4736, grad_norm: 1.9306 2020-08-02 15:34:47,609 - mmaction - INFO - Epoch [176][440/940] lr: 9.094e-02, eta: 22:08:39, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.4564, top5_acc: 0.7035, loss_cls: 2.4114, loss: 2.4114, grad_norm: 1.9171 2020-08-02 15:35:07,889 - mmaction - INFO - Epoch [176][460/940] lr: 9.094e-02, eta: 22:08:18, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.4500, top5_acc: 0.6896, loss_cls: 2.4519, loss: 2.4519, grad_norm: 1.9586 2020-08-02 15:35:28,105 - mmaction - INFO - Epoch [176][480/940] lr: 9.094e-02, eta: 22:07:56, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6848, loss_cls: 2.4615, loss: 2.4615, grad_norm: 2.0012 2020-08-02 15:35:48,254 - mmaction - INFO - Epoch [176][500/940] lr: 9.094e-02, eta: 22:07:35, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6881, loss_cls: 2.4787, loss: 2.4787, grad_norm: 1.9580 2020-08-02 15:36:09,120 - mmaction - INFO - Epoch [176][520/940] lr: 9.094e-02, eta: 22:07:14, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.4480, top5_acc: 0.6928, loss_cls: 2.4370, loss: 2.4370, grad_norm: 1.9428 2020-08-02 15:36:29,100 - mmaction - INFO - Epoch [176][540/940] lr: 9.094e-02, eta: 22:06:52, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.4537, top5_acc: 0.6949, loss_cls: 2.4417, loss: 2.4417, grad_norm: 1.9847 2020-08-02 15:36:48,887 - mmaction - INFO - Epoch [176][560/940] lr: 9.094e-02, eta: 22:06:31, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.4373, top5_acc: 0.6859, loss_cls: 2.5034, loss: 2.5034, grad_norm: 1.9860 2020-08-02 15:37:09,545 - mmaction - INFO - Epoch [176][580/940] lr: 9.094e-02, eta: 22:06:09, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6857, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.0095 2020-08-02 15:37:29,483 - mmaction - INFO - Epoch [176][600/940] lr: 9.094e-02, eta: 22:05:48, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.4316, top5_acc: 0.6842, loss_cls: 2.5032, loss: 2.5032, grad_norm: 1.9878 2020-08-02 15:37:50,597 - mmaction - INFO - Epoch [176][620/940] lr: 9.094e-02, eta: 22:05:27, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.4142, loss: 2.4142, grad_norm: 1.9317 2020-08-02 15:38:10,500 - mmaction - INFO - Epoch [176][640/940] lr: 9.094e-02, eta: 22:05:05, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.4490, top5_acc: 0.6867, loss_cls: 2.4517, loss: 2.4517, grad_norm: 1.9711 2020-08-02 15:38:31,318 - mmaction - INFO - Epoch [176][660/940] lr: 9.094e-02, eta: 22:04:44, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.4432, top5_acc: 0.6787, loss_cls: 2.5217, loss: 2.5217, grad_norm: 1.9814 2020-08-02 15:38:51,184 - mmaction - INFO - Epoch [176][680/940] lr: 9.094e-02, eta: 22:04:22, time: 0.994, data_time: 0.004, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6943, loss_cls: 2.4698, loss: 2.4698, grad_norm: 1.9325 2020-08-02 15:39:12,125 - mmaction - INFO - Epoch [176][700/940] lr: 9.094e-02, eta: 22:04:01, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.4541, top5_acc: 0.6986, loss_cls: 2.4174, loss: 2.4174, grad_norm: 1.9736 2020-08-02 15:39:32,535 - mmaction - INFO - Epoch [176][720/940] lr: 9.094e-02, eta: 22:03:40, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.4426, top5_acc: 0.6842, loss_cls: 2.4814, loss: 2.4814, grad_norm: 1.9859 2020-08-02 15:39:52,869 - mmaction - INFO - Epoch [176][740/940] lr: 9.094e-02, eta: 22:03:18, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.4549, top5_acc: 0.6941, loss_cls: 2.4357, loss: 2.4357, grad_norm: 1.9636 2020-08-02 15:40:12,926 - mmaction - INFO - Epoch [176][760/940] lr: 9.094e-02, eta: 22:02:57, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.4441, top5_acc: 0.6912, loss_cls: 2.4605, loss: 2.4605, grad_norm: 1.9421 2020-08-02 15:40:33,440 - mmaction - INFO - Epoch [176][780/940] lr: 9.094e-02, eta: 22:02:36, time: 1.028, data_time: 0.010, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6891, loss_cls: 2.4473, loss: 2.4473, grad_norm: 1.9500 2020-08-02 15:40:53,762 - mmaction - INFO - Epoch [176][800/940] lr: 9.094e-02, eta: 22:02:14, time: 1.017, data_time: 0.003, memory: 6199, top1_acc: 0.4342, top5_acc: 0.6824, loss_cls: 2.5072, loss: 2.5072, grad_norm: 1.9720 2020-08-02 15:41:14,114 - mmaction - INFO - Epoch [176][820/940] lr: 9.094e-02, eta: 22:01:53, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6889, loss_cls: 2.4568, loss: 2.4568, grad_norm: 1.9377 2020-08-02 15:41:34,378 - mmaction - INFO - Epoch [176][840/940] lr: 9.094e-02, eta: 22:01:31, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.4531, top5_acc: 0.6920, loss_cls: 2.4172, loss: 2.4172, grad_norm: 1.9664 2020-08-02 15:41:55,274 - mmaction - INFO - Epoch [176][860/940] lr: 9.094e-02, eta: 22:01:10, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.4496, top5_acc: 0.6906, loss_cls: 2.4361, loss: 2.4361, grad_norm: 1.9518 2020-08-02 15:42:15,331 - mmaction - INFO - Epoch [176][880/940] lr: 9.094e-02, eta: 22:00:49, time: 1.001, data_time: 0.004, memory: 6199, top1_acc: 0.4635, top5_acc: 0.6977, loss_cls: 2.4100, loss: 2.4100, grad_norm: 1.9807 2020-08-02 15:42:35,751 - mmaction - INFO - Epoch [176][900/940] lr: 9.094e-02, eta: 22:00:27, time: 1.024, data_time: 0.019, memory: 6199, top1_acc: 0.4434, top5_acc: 0.6873, loss_cls: 2.4437, loss: 2.4437, grad_norm: 1.9860 2020-08-02 15:42:55,987 - mmaction - INFO - Epoch [176][920/940] lr: 9.094e-02, eta: 22:00:06, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4471, top5_acc: 0.6867, loss_cls: 2.4579, loss: 2.4579, grad_norm: 1.9446 2020-08-02 15:43:14,946 - mmaction - INFO - Epoch [176][940/940] lr: 9.094e-02, eta: 21:59:44, time: 0.948, data_time: 0.007, memory: 6199, top1_acc: 0.4497, top5_acc: 0.6832, loss_cls: 2.4729, loss: 2.4729, grad_norm: 1.9827 2020-08-02 15:43:15,240 - mmaction - INFO - Saving checkpoint at 176 epochs 2020-08-02 15:43:45,823 - mmaction - INFO - Epoch [177][20/940] lr: 8.889e-02, eta: 21:59:27, time: 1.483, data_time: 0.486, memory: 6199, top1_acc: 0.4459, top5_acc: 0.6973, loss_cls: 2.4321, loss: 2.4321, grad_norm: 1.9673 2020-08-02 15:44:06,726 - mmaction - INFO - Epoch [177][40/940] lr: 8.889e-02, eta: 21:59:06, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.4510, top5_acc: 0.6986, loss_cls: 2.4118, loss: 2.4118, grad_norm: 1.9620 2020-08-02 15:44:26,912 - mmaction - INFO - Epoch [177][60/940] lr: 8.889e-02, eta: 21:58:44, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.4471, top5_acc: 0.6879, loss_cls: 2.4684, loss: 2.4684, grad_norm: 1.9867 2020-08-02 15:44:47,285 - mmaction - INFO - Epoch [177][80/940] lr: 8.889e-02, eta: 21:58:23, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.4543, top5_acc: 0.7002, loss_cls: 2.4068, loss: 2.4068, grad_norm: 1.9803 2020-08-02 15:45:07,201 - mmaction - INFO - Epoch [177][100/940] lr: 8.889e-02, eta: 21:58:01, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4547, top5_acc: 0.7049, loss_cls: 2.3788, loss: 2.3788, grad_norm: 1.9731 2020-08-02 15:45:27,757 - mmaction - INFO - Epoch [177][120/940] lr: 8.889e-02, eta: 21:57:40, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.4531, top5_acc: 0.6906, loss_cls: 2.4212, loss: 2.4212, grad_norm: 1.9970 2020-08-02 15:45:47,401 - mmaction - INFO - Epoch [177][140/940] lr: 8.889e-02, eta: 21:57:18, time: 0.980, data_time: 0.006, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6924, loss_cls: 2.4238, loss: 2.4238, grad_norm: 1.9786 2020-08-02 15:46:07,317 - mmaction - INFO - Epoch [177][160/940] lr: 8.889e-02, eta: 21:56:57, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.4365, top5_acc: 0.6852, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.0250 2020-08-02 15:46:27,825 - mmaction - INFO - Epoch [177][180/940] lr: 8.889e-02, eta: 21:56:35, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.4590, top5_acc: 0.7010, loss_cls: 2.3773, loss: 2.3773, grad_norm: 1.9723 2020-08-02 15:46:47,903 - mmaction - INFO - Epoch [177][200/940] lr: 8.889e-02, eta: 21:56:14, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4527, top5_acc: 0.6875, loss_cls: 2.4455, loss: 2.4455, grad_norm: 1.9732 2020-08-02 15:47:08,147 - mmaction - INFO - Epoch [177][220/940] lr: 8.889e-02, eta: 21:55:52, time: 1.009, data_time: 0.002, memory: 6199, top1_acc: 0.4619, top5_acc: 0.7004, loss_cls: 2.4129, loss: 2.4129, grad_norm: 1.9938 2020-08-02 15:47:28,386 - mmaction - INFO - Epoch [177][240/940] lr: 8.889e-02, eta: 21:55:31, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4488, top5_acc: 0.6842, loss_cls: 2.4657, loss: 2.4657, grad_norm: 1.9820 2020-08-02 15:47:49,103 - mmaction - INFO - Epoch [177][260/940] lr: 8.889e-02, eta: 21:55:10, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.4467, top5_acc: 0.6867, loss_cls: 2.4651, loss: 2.4651, grad_norm: 1.9787 2020-08-02 15:48:09,765 - mmaction - INFO - Epoch [177][280/940] lr: 8.889e-02, eta: 21:54:49, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.4566, top5_acc: 0.6928, loss_cls: 2.4175, loss: 2.4175, grad_norm: 1.9865 2020-08-02 15:48:30,581 - mmaction - INFO - Epoch [177][300/940] lr: 8.889e-02, eta: 21:54:27, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4541, top5_acc: 0.6969, loss_cls: 2.4170, loss: 2.4170, grad_norm: 1.9793 2020-08-02 15:48:51,534 - mmaction - INFO - Epoch [177][320/940] lr: 8.889e-02, eta: 21:54:06, time: 1.046, data_time: 0.004, memory: 6199, top1_acc: 0.4516, top5_acc: 0.6963, loss_cls: 2.4361, loss: 2.4361, grad_norm: 1.9844 2020-08-02 15:49:11,947 - mmaction - INFO - Epoch [177][340/940] lr: 8.889e-02, eta: 21:53:45, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4486, top5_acc: 0.6898, loss_cls: 2.4424, loss: 2.4424, grad_norm: 1.9908 2020-08-02 15:49:31,840 - mmaction - INFO - Epoch [177][360/940] lr: 8.889e-02, eta: 21:53:23, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4578, top5_acc: 0.6877, loss_cls: 2.4613, loss: 2.4613, grad_norm: 1.9945 2020-08-02 15:49:52,564 - mmaction - INFO - Epoch [177][380/940] lr: 8.889e-02, eta: 21:53:02, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.4482, top5_acc: 0.7027, loss_cls: 2.4230, loss: 2.4230, grad_norm: 1.9978 2020-08-02 15:50:13,568 - mmaction - INFO - Epoch [177][400/940] lr: 8.889e-02, eta: 21:52:41, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.4477, top5_acc: 0.6877, loss_cls: 2.4485, loss: 2.4485, grad_norm: 1.9774 2020-08-02 15:50:34,539 - mmaction - INFO - Epoch [177][420/940] lr: 8.889e-02, eta: 21:52:20, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4437, top5_acc: 0.6881, loss_cls: 2.4685, loss: 2.4685, grad_norm: 1.9519 2020-08-02 15:50:55,038 - mmaction - INFO - Epoch [177][440/940] lr: 8.889e-02, eta: 21:51:59, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4525, top5_acc: 0.7008, loss_cls: 2.4111, loss: 2.4111, grad_norm: 1.9781 2020-08-02 15:51:15,144 - mmaction - INFO - Epoch [177][460/940] lr: 8.889e-02, eta: 21:51:37, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.4537, top5_acc: 0.6916, loss_cls: 2.4310, loss: 2.4310, grad_norm: 1.9712 2020-08-02 15:51:36,480 - mmaction - INFO - Epoch [177][480/940] lr: 8.889e-02, eta: 21:51:16, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6881, loss_cls: 2.4667, loss: 2.4667, grad_norm: 1.9362 2020-08-02 15:51:57,178 - mmaction - INFO - Epoch [177][500/940] lr: 8.889e-02, eta: 21:50:55, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4504, top5_acc: 0.7055, loss_cls: 2.4024, loss: 2.4024, grad_norm: 1.9648 2020-08-02 15:52:17,896 - mmaction - INFO - Epoch [177][520/940] lr: 8.889e-02, eta: 21:50:34, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.4512, top5_acc: 0.6861, loss_cls: 2.4676, loss: 2.4676, grad_norm: 1.9739 2020-08-02 15:52:39,463 - mmaction - INFO - Epoch [177][540/940] lr: 8.889e-02, eta: 21:50:13, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.4490, top5_acc: 0.6961, loss_cls: 2.4172, loss: 2.4172, grad_norm: 1.9576 2020-08-02 15:53:01,582 - mmaction - INFO - Epoch [177][560/940] lr: 8.889e-02, eta: 21:49:52, time: 1.109, data_time: 0.008, memory: 6199, top1_acc: 0.4502, top5_acc: 0.6971, loss_cls: 2.4326, loss: 2.4326, grad_norm: 1.9455 2020-08-02 15:53:21,955 - mmaction - INFO - Epoch [177][580/940] lr: 8.889e-02, eta: 21:49:31, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4354, top5_acc: 0.6848, loss_cls: 2.4804, loss: 2.4804, grad_norm: 1.9993 2020-08-02 15:53:42,697 - mmaction - INFO - Epoch [177][600/940] lr: 8.889e-02, eta: 21:49:10, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.4290, loss: 2.4290, grad_norm: 1.9741 2020-08-02 15:54:04,324 - mmaction - INFO - Epoch [177][620/940] lr: 8.889e-02, eta: 21:48:49, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.4545, top5_acc: 0.6953, loss_cls: 2.4227, loss: 2.4227, grad_norm: 1.9542 2020-08-02 15:54:24,332 - mmaction - INFO - Epoch [177][640/940] lr: 8.889e-02, eta: 21:48:27, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6951, loss_cls: 2.4465, loss: 2.4465, grad_norm: 1.9630 2020-08-02 15:54:44,999 - mmaction - INFO - Epoch [177][660/940] lr: 8.889e-02, eta: 21:48:06, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.4451, top5_acc: 0.6869, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.0013 2020-08-02 15:55:05,109 - mmaction - INFO - Epoch [177][680/940] lr: 8.889e-02, eta: 21:47:45, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4500, top5_acc: 0.6916, loss_cls: 2.4541, loss: 2.4541, grad_norm: 1.9719 2020-08-02 15:55:25,955 - mmaction - INFO - Epoch [177][700/940] lr: 8.889e-02, eta: 21:47:24, time: 1.042, data_time: 0.002, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6770, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.0085 2020-08-02 15:55:46,094 - mmaction - INFO - Epoch [177][720/940] lr: 8.889e-02, eta: 21:47:02, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4473, top5_acc: 0.6824, loss_cls: 2.4801, loss: 2.4801, grad_norm: 1.9750 2020-08-02 15:56:06,141 - mmaction - INFO - Epoch [177][740/940] lr: 8.889e-02, eta: 21:46:41, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6980, loss_cls: 2.4422, loss: 2.4422, grad_norm: 1.9526 2020-08-02 15:56:27,352 - mmaction - INFO - Epoch [177][760/940] lr: 8.889e-02, eta: 21:46:20, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.4311, top5_acc: 0.6758, loss_cls: 2.4985, loss: 2.4985, grad_norm: 2.0118 2020-08-02 15:56:47,984 - mmaction - INFO - Epoch [177][780/940] lr: 8.889e-02, eta: 21:45:58, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4477, top5_acc: 0.6857, loss_cls: 2.4660, loss: 2.4660, grad_norm: 1.9353 2020-08-02 15:57:08,479 - mmaction - INFO - Epoch [177][800/940] lr: 8.889e-02, eta: 21:45:37, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6859, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.0027 2020-08-02 15:57:29,169 - mmaction - INFO - Epoch [177][820/940] lr: 8.889e-02, eta: 21:45:16, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.4393, top5_acc: 0.6877, loss_cls: 2.4856, loss: 2.4856, grad_norm: 1.9816 2020-08-02 15:57:49,280 - mmaction - INFO - Epoch [177][840/940] lr: 8.889e-02, eta: 21:44:54, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.4400, top5_acc: 0.6834, loss_cls: 2.5161, loss: 2.5161, grad_norm: 1.9493 2020-08-02 15:58:09,633 - mmaction - INFO - Epoch [177][860/940] lr: 8.889e-02, eta: 21:44:33, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4412, top5_acc: 0.6832, loss_cls: 2.4839, loss: 2.4839, grad_norm: 2.0217 2020-08-02 15:58:30,112 - mmaction - INFO - Epoch [177][880/940] lr: 8.889e-02, eta: 21:44:12, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.4533, top5_acc: 0.6975, loss_cls: 2.4214, loss: 2.4214, grad_norm: 1.9704 2020-08-02 15:58:50,316 - mmaction - INFO - Epoch [177][900/940] lr: 8.889e-02, eta: 21:43:50, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.4447, top5_acc: 0.6932, loss_cls: 2.4558, loss: 2.4558, grad_norm: 1.9871 2020-08-02 15:59:10,336 - mmaction - INFO - Epoch [177][920/940] lr: 8.889e-02, eta: 21:43:29, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4471, top5_acc: 0.6854, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.0010 2020-08-02 15:59:29,007 - mmaction - INFO - Epoch [177][940/940] lr: 8.889e-02, eta: 21:43:07, time: 0.932, data_time: 0.006, memory: 6199, top1_acc: 0.4474, top5_acc: 0.6901, loss_cls: 2.4525, loss: 2.4525, grad_norm: 1.9956 2020-08-02 15:59:59,641 - mmaction - INFO - Epoch [178][20/940] lr: 8.685e-02, eta: 21:42:50, time: 1.514, data_time: 0.481, memory: 6199, top1_acc: 0.4568, top5_acc: 0.6973, loss_cls: 2.4170, loss: 2.4170, grad_norm: 1.9972 2020-08-02 16:00:22,044 - mmaction - INFO - Epoch [178][40/940] lr: 8.685e-02, eta: 21:42:29, time: 1.114, data_time: 0.006, memory: 6199, top1_acc: 0.4512, top5_acc: 0.6977, loss_cls: 2.3943, loss: 2.3943, grad_norm: 1.9769 2020-08-02 16:00:42,542 - mmaction - INFO - Epoch [178][60/940] lr: 8.685e-02, eta: 21:42:08, time: 1.029, data_time: 0.015, memory: 6199, top1_acc: 0.4496, top5_acc: 0.6959, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.0015 2020-08-02 16:01:04,148 - mmaction - INFO - Epoch [178][80/940] lr: 8.685e-02, eta: 21:41:47, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.4428, top5_acc: 0.6959, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.0425 2020-08-02 16:01:25,888 - mmaction - INFO - Epoch [178][100/940] lr: 8.685e-02, eta: 21:41:26, time: 1.089, data_time: 0.006, memory: 6199, top1_acc: 0.4533, top5_acc: 0.6928, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.0316 2020-08-02 16:01:46,463 - mmaction - INFO - Epoch [178][120/940] lr: 8.685e-02, eta: 21:41:05, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3890, loss: 2.3890, grad_norm: 1.9568 2020-08-02 16:02:08,337 - mmaction - INFO - Epoch [178][140/940] lr: 8.685e-02, eta: 21:40:44, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.4494, top5_acc: 0.7004, loss_cls: 2.4353, loss: 2.4353, grad_norm: 1.9864 2020-08-02 16:02:28,269 - mmaction - INFO - Epoch [178][160/940] lr: 8.685e-02, eta: 21:40:23, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.4479, top5_acc: 0.6941, loss_cls: 2.4413, loss: 2.4413, grad_norm: 2.0088 2020-08-02 16:02:50,063 - mmaction - INFO - Epoch [178][180/940] lr: 8.685e-02, eta: 21:40:02, time: 1.091, data_time: 0.004, memory: 6199, top1_acc: 0.4646, top5_acc: 0.7055, loss_cls: 2.3822, loss: 2.3822, grad_norm: 1.9827 2020-08-02 16:03:10,271 - mmaction - INFO - Epoch [178][200/940] lr: 8.685e-02, eta: 21:39:41, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4521, top5_acc: 0.6889, loss_cls: 2.4557, loss: 2.4557, grad_norm: 1.9930 2020-08-02 16:03:30,766 - mmaction - INFO - Epoch [178][220/940] lr: 8.685e-02, eta: 21:39:19, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.4504, top5_acc: 0.6848, loss_cls: 2.4669, loss: 2.4669, grad_norm: 2.0418 2020-08-02 16:03:51,247 - mmaction - INFO - Epoch [178][240/940] lr: 8.685e-02, eta: 21:38:58, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.4418, top5_acc: 0.6861, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.0296 2020-08-02 16:04:12,220 - mmaction - INFO - Epoch [178][260/940] lr: 8.685e-02, eta: 21:38:37, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4482, top5_acc: 0.6826, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.0250 2020-08-02 16:04:33,679 - mmaction - INFO - Epoch [178][280/940] lr: 8.685e-02, eta: 21:38:16, time: 1.072, data_time: 0.007, memory: 6199, top1_acc: 0.4402, top5_acc: 0.6879, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.0103 2020-08-02 16:04:55,117 - mmaction - INFO - Epoch [178][300/940] lr: 8.685e-02, eta: 21:37:55, time: 1.073, data_time: 0.008, memory: 6199, top1_acc: 0.4543, top5_acc: 0.6896, loss_cls: 2.4543, loss: 2.4543, grad_norm: 1.9581 2020-08-02 16:05:17,398 - mmaction - INFO - Epoch [178][320/940] lr: 8.685e-02, eta: 21:37:35, time: 1.113, data_time: 0.004, memory: 6199, top1_acc: 0.4428, top5_acc: 0.6920, loss_cls: 2.4518, loss: 2.4518, grad_norm: 2.0234 2020-08-02 16:05:38,083 - mmaction - INFO - Epoch [178][340/940] lr: 8.685e-02, eta: 21:37:13, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.4605, top5_acc: 0.7006, loss_cls: 2.4016, loss: 2.4016, grad_norm: 1.9922 2020-08-02 16:05:59,559 - mmaction - INFO - Epoch [178][360/940] lr: 8.685e-02, eta: 21:36:52, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.4492, top5_acc: 0.6857, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.0101 2020-08-02 16:06:21,071 - mmaction - INFO - Epoch [178][380/940] lr: 8.685e-02, eta: 21:36:32, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.4506, top5_acc: 0.6963, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.0290 2020-08-02 16:06:42,915 - mmaction - INFO - Epoch [178][400/940] lr: 8.685e-02, eta: 21:36:11, time: 1.094, data_time: 0.007, memory: 6199, top1_acc: 0.4494, top5_acc: 0.6945, loss_cls: 2.4135, loss: 2.4135, grad_norm: 1.9658 2020-08-02 16:07:03,635 - mmaction - INFO - Epoch [178][420/940] lr: 8.685e-02, eta: 21:35:50, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6928, loss_cls: 2.4245, loss: 2.4245, grad_norm: 1.9946 2020-08-02 16:07:24,696 - mmaction - INFO - Epoch [178][440/940] lr: 8.685e-02, eta: 21:35:29, time: 1.054, data_time: 0.010, memory: 6199, top1_acc: 0.4480, top5_acc: 0.6943, loss_cls: 2.4243, loss: 2.4243, grad_norm: 1.9722 2020-08-02 16:07:45,725 - mmaction - INFO - Epoch [178][460/940] lr: 8.685e-02, eta: 21:35:08, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.4506, top5_acc: 0.6912, loss_cls: 2.4535, loss: 2.4535, grad_norm: 1.9752 2020-08-02 16:08:06,438 - mmaction - INFO - Epoch [178][480/940] lr: 8.685e-02, eta: 21:34:46, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.4436, top5_acc: 0.6842, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.0175 2020-08-02 16:08:27,833 - mmaction - INFO - Epoch [178][500/940] lr: 8.685e-02, eta: 21:34:25, time: 1.070, data_time: 0.004, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6904, loss_cls: 2.4504, loss: 2.4504, grad_norm: 1.9924 2020-08-02 16:08:49,710 - mmaction - INFO - Epoch [178][520/940] lr: 8.685e-02, eta: 21:34:05, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.4406, top5_acc: 0.6873, loss_cls: 2.4940, loss: 2.4940, grad_norm: 1.9330 2020-08-02 16:09:09,947 - mmaction - INFO - Epoch [178][540/940] lr: 8.685e-02, eta: 21:33:43, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.4428, top5_acc: 0.6861, loss_cls: 2.4835, loss: 2.4835, grad_norm: 1.9748 2020-08-02 16:09:30,509 - mmaction - INFO - Epoch [178][560/940] lr: 8.685e-02, eta: 21:33:22, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4619, top5_acc: 0.7063, loss_cls: 2.3885, loss: 2.3885, grad_norm: 1.9767 2020-08-02 16:09:50,326 - mmaction - INFO - Epoch [178][580/940] lr: 8.685e-02, eta: 21:33:00, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6963, loss_cls: 2.4599, loss: 2.4599, grad_norm: 2.0100 2020-08-02 16:10:10,773 - mmaction - INFO - Epoch [178][600/940] lr: 8.685e-02, eta: 21:32:39, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.4492, top5_acc: 0.6979, loss_cls: 2.4360, loss: 2.4360, grad_norm: 1.9948 2020-08-02 16:10:31,327 - mmaction - INFO - Epoch [178][620/940] lr: 8.685e-02, eta: 21:32:18, time: 1.025, data_time: 0.003, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6842, loss_cls: 2.4440, loss: 2.4440, grad_norm: 1.9769 2020-08-02 16:10:52,239 - mmaction - INFO - Epoch [178][640/940] lr: 8.685e-02, eta: 21:31:57, time: 1.047, data_time: 0.010, memory: 6199, top1_acc: 0.4430, top5_acc: 0.6889, loss_cls: 2.4668, loss: 2.4668, grad_norm: 1.9752 2020-08-02 16:11:12,601 - mmaction - INFO - Epoch [178][660/940] lr: 8.685e-02, eta: 21:31:35, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6934, loss_cls: 2.4298, loss: 2.4298, grad_norm: 1.9748 2020-08-02 16:11:32,985 - mmaction - INFO - Epoch [178][680/940] lr: 8.685e-02, eta: 21:31:14, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.4504, top5_acc: 0.6910, loss_cls: 2.4582, loss: 2.4582, grad_norm: 1.9581 2020-08-02 16:11:53,462 - mmaction - INFO - Epoch [178][700/940] lr: 8.685e-02, eta: 21:30:53, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4523, top5_acc: 0.6848, loss_cls: 2.4621, loss: 2.4621, grad_norm: 1.9977 2020-08-02 16:12:13,703 - mmaction - INFO - Epoch [178][720/940] lr: 8.685e-02, eta: 21:30:31, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.4373, top5_acc: 0.6793, loss_cls: 2.5163, loss: 2.5163, grad_norm: 2.0000 2020-08-02 16:12:33,800 - mmaction - INFO - Epoch [178][740/940] lr: 8.685e-02, eta: 21:30:10, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.4504, top5_acc: 0.6895, loss_cls: 2.4651, loss: 2.4651, grad_norm: 1.9664 2020-08-02 16:12:54,227 - mmaction - INFO - Epoch [178][760/940] lr: 8.685e-02, eta: 21:29:48, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4559, top5_acc: 0.6979, loss_cls: 2.4022, loss: 2.4022, grad_norm: 1.9988 2020-08-02 16:13:14,485 - mmaction - INFO - Epoch [178][780/940] lr: 8.685e-02, eta: 21:29:27, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.4398, top5_acc: 0.6832, loss_cls: 2.4860, loss: 2.4860, grad_norm: 2.0114 2020-08-02 16:13:34,677 - mmaction - INFO - Epoch [178][800/940] lr: 8.685e-02, eta: 21:29:06, time: 1.005, data_time: 0.004, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6943, loss_cls: 2.4522, loss: 2.4522, grad_norm: 1.9702 2020-08-02 16:13:55,430 - mmaction - INFO - Epoch [178][820/940] lr: 8.685e-02, eta: 21:28:44, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.4336, top5_acc: 0.6869, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.0253 2020-08-02 16:14:16,507 - mmaction - INFO - Epoch [178][840/940] lr: 8.685e-02, eta: 21:28:23, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.4508, top5_acc: 0.6971, loss_cls: 2.4236, loss: 2.4236, grad_norm: 1.9594 2020-08-02 16:14:37,933 - mmaction - INFO - Epoch [178][860/940] lr: 8.685e-02, eta: 21:28:02, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4220, loss: 2.4220, grad_norm: 1.9836 2020-08-02 16:14:58,766 - mmaction - INFO - Epoch [178][880/940] lr: 8.685e-02, eta: 21:27:41, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4506, top5_acc: 0.6902, loss_cls: 2.4669, loss: 2.4669, grad_norm: 2.0249 2020-08-02 16:15:19,448 - mmaction - INFO - Epoch [178][900/940] lr: 8.685e-02, eta: 21:27:20, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.4584, top5_acc: 0.7004, loss_cls: 2.3921, loss: 2.3921, grad_norm: 1.9893 2020-08-02 16:15:40,415 - mmaction - INFO - Epoch [178][920/940] lr: 8.685e-02, eta: 21:26:59, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4523, top5_acc: 0.7068, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.0124 2020-08-02 16:15:59,057 - mmaction - INFO - Epoch [178][940/940] lr: 8.685e-02, eta: 21:26:37, time: 0.935, data_time: 0.008, memory: 6199, top1_acc: 0.4517, top5_acc: 0.6879, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.0156 2020-08-02 16:16:33,098 - mmaction - INFO - Epoch [179][20/940] lr: 8.484e-02, eta: 21:26:21, time: 1.681, data_time: 0.660, memory: 6199, top1_acc: 0.4701, top5_acc: 0.7100, loss_cls: 2.3514, loss: 2.3514, grad_norm: 1.9883 2020-08-02 16:16:53,747 - mmaction - INFO - Epoch [179][40/940] lr: 8.484e-02, eta: 21:26:00, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6904, loss_cls: 2.4548, loss: 2.4548, grad_norm: 2.0240 2020-08-02 16:17:13,882 - mmaction - INFO - Epoch [179][60/940] lr: 8.484e-02, eta: 21:25:39, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4500, top5_acc: 0.7021, loss_cls: 2.4263, loss: 2.4263, grad_norm: 2.0058 2020-08-02 16:17:34,439 - mmaction - INFO - Epoch [179][80/940] lr: 8.484e-02, eta: 21:25:17, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.0421 2020-08-02 16:17:55,199 - mmaction - INFO - Epoch [179][100/940] lr: 8.484e-02, eta: 21:24:56, time: 1.041, data_time: 0.009, memory: 6199, top1_acc: 0.4598, top5_acc: 0.7072, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.0153 2020-08-02 16:18:15,624 - mmaction - INFO - Epoch [179][120/940] lr: 8.484e-02, eta: 21:24:35, time: 1.020, data_time: 0.002, memory: 6199, top1_acc: 0.4432, top5_acc: 0.6883, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.0442 2020-08-02 16:18:35,907 - mmaction - INFO - Epoch [179][140/940] lr: 8.484e-02, eta: 21:24:13, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.4529, top5_acc: 0.6885, loss_cls: 2.4445, loss: 2.4445, grad_norm: 1.9649 2020-08-02 16:18:55,985 - mmaction - INFO - Epoch [179][160/940] lr: 8.484e-02, eta: 21:23:52, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.4541, top5_acc: 0.7066, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.0146 2020-08-02 16:19:16,390 - mmaction - INFO - Epoch [179][180/940] lr: 8.484e-02, eta: 21:23:31, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4537, top5_acc: 0.6959, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.0319 2020-08-02 16:19:36,438 - mmaction - INFO - Epoch [179][200/940] lr: 8.484e-02, eta: 21:23:09, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4662, top5_acc: 0.6986, loss_cls: 2.3828, loss: 2.3828, grad_norm: 1.9824 2020-08-02 16:19:57,381 - mmaction - INFO - Epoch [179][220/940] lr: 8.484e-02, eta: 21:22:48, time: 1.047, data_time: 0.011, memory: 6199, top1_acc: 0.4615, top5_acc: 0.6943, loss_cls: 2.4105, loss: 2.4105, grad_norm: 1.9665 2020-08-02 16:20:17,753 - mmaction - INFO - Epoch [179][240/940] lr: 8.484e-02, eta: 21:22:27, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4607, top5_acc: 0.7023, loss_cls: 2.4013, loss: 2.4013, grad_norm: 2.0436 2020-08-02 16:20:38,521 - mmaction - INFO - Epoch [179][260/940] lr: 8.484e-02, eta: 21:22:05, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.4555, top5_acc: 0.7002, loss_cls: 2.3830, loss: 2.3830, grad_norm: 1.9822 2020-08-02 16:20:59,034 - mmaction - INFO - Epoch [179][280/940] lr: 8.484e-02, eta: 21:21:44, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.3999, loss: 2.3999, grad_norm: 1.9838 2020-08-02 16:21:19,091 - mmaction - INFO - Epoch [179][300/940] lr: 8.484e-02, eta: 21:21:23, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.4600, top5_acc: 0.7025, loss_cls: 2.4088, loss: 2.4088, grad_norm: 1.9970 2020-08-02 16:21:39,763 - mmaction - INFO - Epoch [179][320/940] lr: 8.484e-02, eta: 21:21:01, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.4607, top5_acc: 0.6990, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.0081 2020-08-02 16:21:59,608 - mmaction - INFO - Epoch [179][340/940] lr: 8.484e-02, eta: 21:20:40, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.4463, top5_acc: 0.6928, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.0051 2020-08-02 16:22:20,690 - mmaction - INFO - Epoch [179][360/940] lr: 8.484e-02, eta: 21:20:19, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.4623, top5_acc: 0.6965, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.0488 2020-08-02 16:22:40,760 - mmaction - INFO - Epoch [179][380/940] lr: 8.484e-02, eta: 21:19:57, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.4496, top5_acc: 0.6900, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.0412 2020-08-02 16:23:01,346 - mmaction - INFO - Epoch [179][400/940] lr: 8.484e-02, eta: 21:19:36, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.4529, top5_acc: 0.7041, loss_cls: 2.3972, loss: 2.3972, grad_norm: 1.9894 2020-08-02 16:23:21,207 - mmaction - INFO - Epoch [179][420/940] lr: 8.484e-02, eta: 21:19:14, time: 0.994, data_time: 0.003, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6924, loss_cls: 2.4250, loss: 2.4250, grad_norm: 2.0071 2020-08-02 16:23:41,875 - mmaction - INFO - Epoch [179][440/940] lr: 8.484e-02, eta: 21:18:53, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.4510, top5_acc: 0.6963, loss_cls: 2.4292, loss: 2.4292, grad_norm: 1.9957 2020-08-02 16:24:02,304 - mmaction - INFO - Epoch [179][460/940] lr: 8.484e-02, eta: 21:18:32, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.4559, top5_acc: 0.6896, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.0123 2020-08-02 16:24:22,092 - mmaction - INFO - Epoch [179][480/940] lr: 8.484e-02, eta: 21:18:10, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.4582, top5_acc: 0.7035, loss_cls: 2.3914, loss: 2.3914, grad_norm: 1.9973 2020-08-02 16:24:42,696 - mmaction - INFO - Epoch [179][500/940] lr: 8.484e-02, eta: 21:17:49, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.4531, top5_acc: 0.6975, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.0344 2020-08-02 16:25:03,007 - mmaction - INFO - Epoch [179][520/940] lr: 8.484e-02, eta: 21:17:28, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.4676, top5_acc: 0.7043, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.0179 2020-08-02 16:25:23,580 - mmaction - INFO - Epoch [179][540/940] lr: 8.484e-02, eta: 21:17:06, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.4562, top5_acc: 0.6979, loss_cls: 2.3883, loss: 2.3883, grad_norm: 2.0062 2020-08-02 16:25:43,193 - mmaction - INFO - Epoch [179][560/940] lr: 8.484e-02, eta: 21:16:45, time: 0.981, data_time: 0.009, memory: 6199, top1_acc: 0.4654, top5_acc: 0.6961, loss_cls: 2.4035, loss: 2.4035, grad_norm: 1.9931 2020-08-02 16:26:04,744 - mmaction - INFO - Epoch [179][580/940] lr: 8.484e-02, eta: 21:16:24, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.4607, top5_acc: 0.7000, loss_cls: 2.4120, loss: 2.4120, grad_norm: 1.9896 2020-08-02 16:26:25,638 - mmaction - INFO - Epoch [179][600/940] lr: 8.484e-02, eta: 21:16:03, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.4490, top5_acc: 0.6932, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.0123 2020-08-02 16:26:47,027 - mmaction - INFO - Epoch [179][620/940] lr: 8.484e-02, eta: 21:15:42, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.4547, top5_acc: 0.6875, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.0043 2020-08-02 16:27:07,935 - mmaction - INFO - Epoch [179][640/940] lr: 8.484e-02, eta: 21:15:21, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4551, top5_acc: 0.6947, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.0014 2020-08-02 16:27:29,796 - mmaction - INFO - Epoch [179][660/940] lr: 8.484e-02, eta: 21:15:00, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6955, loss_cls: 2.4390, loss: 2.4390, grad_norm: 2.0056 2020-08-02 16:27:51,506 - mmaction - INFO - Epoch [179][680/940] lr: 8.484e-02, eta: 21:14:39, time: 1.087, data_time: 0.006, memory: 6199, top1_acc: 0.4441, top5_acc: 0.6732, loss_cls: 2.5102, loss: 2.5102, grad_norm: 1.9874 2020-08-02 16:28:12,629 - mmaction - INFO - Epoch [179][700/940] lr: 8.484e-02, eta: 21:14:18, time: 1.055, data_time: 0.006, memory: 6199, top1_acc: 0.4469, top5_acc: 0.7014, loss_cls: 2.4037, loss: 2.4037, grad_norm: 1.9986 2020-08-02 16:28:33,197 - mmaction - INFO - Epoch [179][720/940] lr: 8.484e-02, eta: 21:13:57, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.4510, top5_acc: 0.6916, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.0356 2020-08-02 16:28:54,511 - mmaction - INFO - Epoch [179][740/940] lr: 8.484e-02, eta: 21:13:36, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.4498, top5_acc: 0.6949, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.0239 2020-08-02 16:29:15,243 - mmaction - INFO - Epoch [179][760/940] lr: 8.484e-02, eta: 21:13:15, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.4385, top5_acc: 0.6822, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.0406 2020-08-02 16:29:35,333 - mmaction - INFO - Epoch [179][780/940] lr: 8.484e-02, eta: 21:12:53, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4498, top5_acc: 0.6824, loss_cls: 2.4872, loss: 2.4872, grad_norm: 1.9588 2020-08-02 16:29:56,845 - mmaction - INFO - Epoch [179][800/940] lr: 8.484e-02, eta: 21:12:32, time: 1.076, data_time: 0.004, memory: 6199, top1_acc: 0.4471, top5_acc: 0.6881, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.0230 2020-08-02 16:30:18,481 - mmaction - INFO - Epoch [179][820/940] lr: 8.484e-02, eta: 21:12:12, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.4424, top5_acc: 0.6900, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.0509 2020-08-02 16:30:40,373 - mmaction - INFO - Epoch [179][840/940] lr: 8.484e-02, eta: 21:11:51, time: 1.098, data_time: 0.008, memory: 6199, top1_acc: 0.4609, top5_acc: 0.7100, loss_cls: 2.3862, loss: 2.3862, grad_norm: 1.9691 2020-08-02 16:31:01,849 - mmaction - INFO - Epoch [179][860/940] lr: 8.484e-02, eta: 21:11:30, time: 1.070, data_time: 0.009, memory: 6199, top1_acc: 0.4465, top5_acc: 0.6828, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.0189 2020-08-02 16:31:23,823 - mmaction - INFO - Epoch [179][880/940] lr: 8.484e-02, eta: 21:11:09, time: 1.102, data_time: 0.008, memory: 6199, top1_acc: 0.4447, top5_acc: 0.6844, loss_cls: 2.4664, loss: 2.4664, grad_norm: 2.0043 2020-08-02 16:31:45,179 - mmaction - INFO - Epoch [179][900/940] lr: 8.484e-02, eta: 21:10:48, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.4561, top5_acc: 0.7004, loss_cls: 2.4082, loss: 2.4082, grad_norm: 1.9646 2020-08-02 16:32:06,074 - mmaction - INFO - Epoch [179][920/940] lr: 8.484e-02, eta: 21:10:27, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.4525, top5_acc: 0.7006, loss_cls: 2.3958, loss: 2.3958, grad_norm: 2.0449 2020-08-02 16:32:26,527 - mmaction - INFO - Epoch [179][940/940] lr: 8.484e-02, eta: 21:10:06, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.4365, top5_acc: 0.6820, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.0649 2020-08-02 16:32:56,602 - mmaction - INFO - Epoch [180][20/940] lr: 8.284e-02, eta: 21:09:49, time: 1.488, data_time: 0.520, memory: 6199, top1_acc: 0.4564, top5_acc: 0.7074, loss_cls: 2.3752, loss: 2.3752, grad_norm: 1.9793 2020-08-02 16:33:17,478 - mmaction - INFO - Epoch [180][40/940] lr: 8.284e-02, eta: 21:09:27, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.4654, top5_acc: 0.7023, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.0155 2020-08-02 16:33:38,859 - mmaction - INFO - Epoch [180][60/940] lr: 8.284e-02, eta: 21:09:07, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.4664, top5_acc: 0.7061, loss_cls: 2.3679, loss: 2.3679, grad_norm: 2.0347 2020-08-02 16:34:00,121 - mmaction - INFO - Epoch [180][80/940] lr: 8.284e-02, eta: 21:08:46, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.4617, top5_acc: 0.7139, loss_cls: 2.3618, loss: 2.3618, grad_norm: 1.9906 2020-08-02 16:34:21,212 - mmaction - INFO - Epoch [180][100/940] lr: 8.284e-02, eta: 21:08:25, time: 1.051, data_time: 0.005, memory: 6199, top1_acc: 0.4588, top5_acc: 0.7047, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.0123 2020-08-02 16:34:42,547 - mmaction - INFO - Epoch [180][120/940] lr: 8.284e-02, eta: 21:08:04, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.4482, top5_acc: 0.6977, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.0632 2020-08-02 16:35:02,979 - mmaction - INFO - Epoch [180][140/940] lr: 8.284e-02, eta: 21:07:42, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.4459, top5_acc: 0.6879, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.0275 2020-08-02 16:35:23,191 - mmaction - INFO - Epoch [180][160/940] lr: 8.284e-02, eta: 21:07:21, time: 1.011, data_time: 0.003, memory: 6199, top1_acc: 0.4527, top5_acc: 0.6980, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.0241 2020-08-02 16:35:42,979 - mmaction - INFO - Epoch [180][180/940] lr: 8.284e-02, eta: 21:06:59, time: 0.986, data_time: 0.009, memory: 6199, top1_acc: 0.4557, top5_acc: 0.7053, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.0457 2020-08-02 16:36:02,782 - mmaction - INFO - Epoch [180][200/940] lr: 8.284e-02, eta: 21:06:38, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4494, top5_acc: 0.6955, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.0084 2020-08-02 16:36:22,887 - mmaction - INFO - Epoch [180][220/940] lr: 8.284e-02, eta: 21:06:16, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.4584, top5_acc: 0.6977, loss_cls: 2.4124, loss: 2.4124, grad_norm: 2.0239 2020-08-02 16:36:42,955 - mmaction - INFO - Epoch [180][240/940] lr: 8.284e-02, eta: 21:05:55, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.4578, top5_acc: 0.6996, loss_cls: 2.4232, loss: 2.4232, grad_norm: 2.0242 2020-08-02 16:37:03,131 - mmaction - INFO - Epoch [180][260/940] lr: 8.284e-02, eta: 21:05:33, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4627, top5_acc: 0.6963, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.0243 2020-08-02 16:37:22,599 - mmaction - INFO - Epoch [180][280/940] lr: 8.284e-02, eta: 21:05:12, time: 0.973, data_time: 0.005, memory: 6199, top1_acc: 0.4658, top5_acc: 0.7010, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.0417 2020-08-02 16:37:42,387 - mmaction - INFO - Epoch [180][300/940] lr: 8.284e-02, eta: 21:04:50, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.4570, top5_acc: 0.6904, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.0342 2020-08-02 16:38:03,516 - mmaction - INFO - Epoch [180][320/940] lr: 8.284e-02, eta: 21:04:29, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.4607, top5_acc: 0.7057, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.0245 2020-08-02 16:38:23,196 - mmaction - INFO - Epoch [180][340/940] lr: 8.284e-02, eta: 21:04:07, time: 0.986, data_time: 0.006, memory: 6199, top1_acc: 0.4609, top5_acc: 0.6998, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.0367 2020-08-02 16:38:42,980 - mmaction - INFO - Epoch [180][360/940] lr: 8.284e-02, eta: 21:03:46, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6885, loss_cls: 2.4364, loss: 2.4364, grad_norm: 2.0288 2020-08-02 16:39:02,608 - mmaction - INFO - Epoch [180][380/940] lr: 8.284e-02, eta: 21:03:24, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.4416, top5_acc: 0.6912, loss_cls: 2.4442, loss: 2.4442, grad_norm: 2.0248 2020-08-02 16:39:22,212 - mmaction - INFO - Epoch [180][400/940] lr: 8.284e-02, eta: 21:03:02, time: 0.981, data_time: 0.008, memory: 6199, top1_acc: 0.4594, top5_acc: 0.7025, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.0228 2020-08-02 16:39:41,839 - mmaction - INFO - Epoch [180][420/940] lr: 8.284e-02, eta: 21:02:41, time: 0.981, data_time: 0.003, memory: 6199, top1_acc: 0.4508, top5_acc: 0.6963, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.0385 2020-08-02 16:40:02,933 - mmaction - INFO - Epoch [180][440/940] lr: 8.284e-02, eta: 21:02:20, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.4588, top5_acc: 0.7018, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.0194 2020-08-02 16:40:23,637 - mmaction - INFO - Epoch [180][460/940] lr: 8.284e-02, eta: 21:01:58, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.4641, top5_acc: 0.7037, loss_cls: 2.4013, loss: 2.4013, grad_norm: 2.0125 2020-08-02 16:40:44,610 - mmaction - INFO - Epoch [180][480/940] lr: 8.284e-02, eta: 21:01:37, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4586, top5_acc: 0.6949, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.0098 2020-08-02 16:41:07,009 - mmaction - INFO - Epoch [180][500/940] lr: 8.284e-02, eta: 21:01:17, time: 1.118, data_time: 0.008, memory: 6199, top1_acc: 0.4510, top5_acc: 0.7039, loss_cls: 2.3912, loss: 2.3912, grad_norm: 1.9878 2020-08-02 16:41:27,697 - mmaction - INFO - Epoch [180][520/940] lr: 8.284e-02, eta: 21:00:56, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.4580, top5_acc: 0.7084, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.0201 2020-08-02 16:41:48,164 - mmaction - INFO - Epoch [180][540/940] lr: 8.284e-02, eta: 21:00:34, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6848, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.0867 2020-08-02 16:42:09,074 - mmaction - INFO - Epoch [180][560/940] lr: 8.284e-02, eta: 21:00:13, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.4645, top5_acc: 0.7068, loss_cls: 2.3489, loss: 2.3489, grad_norm: 1.9921 2020-08-02 16:42:30,654 - mmaction - INFO - Epoch [180][580/940] lr: 8.284e-02, eta: 20:59:52, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.4564, top5_acc: 0.6992, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.0748 2020-08-02 16:42:51,587 - mmaction - INFO - Epoch [180][600/940] lr: 8.284e-02, eta: 20:59:31, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.4559, top5_acc: 0.7002, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.0335 2020-08-02 16:43:13,354 - mmaction - INFO - Epoch [180][620/940] lr: 8.284e-02, eta: 20:59:11, time: 1.086, data_time: 0.006, memory: 6199, top1_acc: 0.4369, top5_acc: 0.6945, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.0541 2020-08-02 16:43:34,436 - mmaction - INFO - Epoch [180][640/940] lr: 8.284e-02, eta: 20:58:49, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.4473, top5_acc: 0.6951, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.0168 2020-08-02 16:43:56,007 - mmaction - INFO - Epoch [180][660/940] lr: 8.284e-02, eta: 20:58:29, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.4541, top5_acc: 0.6934, loss_cls: 2.4062, loss: 2.4062, grad_norm: 1.9891 2020-08-02 16:44:15,875 - mmaction - INFO - Epoch [180][680/940] lr: 8.284e-02, eta: 20:58:07, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.4506, top5_acc: 0.7080, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.0314 2020-08-02 16:44:35,469 - mmaction - INFO - Epoch [180][700/940] lr: 8.284e-02, eta: 20:57:45, time: 0.977, data_time: 0.007, memory: 6199, top1_acc: 0.4506, top5_acc: 0.6924, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.0463 2020-08-02 16:44:56,317 - mmaction - INFO - Epoch [180][720/940] lr: 8.284e-02, eta: 20:57:24, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.4391, top5_acc: 0.6941, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.0254 2020-08-02 16:45:16,535 - mmaction - INFO - Epoch [180][740/940] lr: 8.284e-02, eta: 20:57:03, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6992, loss_cls: 2.4119, loss: 2.4119, grad_norm: 2.0377 2020-08-02 16:45:36,906 - mmaction - INFO - Epoch [180][760/940] lr: 8.284e-02, eta: 20:56:42, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.4576, top5_acc: 0.7039, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.0467 2020-08-02 16:45:57,327 - mmaction - INFO - Epoch [180][780/940] lr: 8.284e-02, eta: 20:56:20, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.0401 2020-08-02 16:46:17,744 - mmaction - INFO - Epoch [180][800/940] lr: 8.284e-02, eta: 20:55:59, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6883, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.0684 2020-08-02 16:46:38,404 - mmaction - INFO - Epoch [180][820/940] lr: 8.284e-02, eta: 20:55:38, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4488, top5_acc: 0.6937, loss_cls: 2.4471, loss: 2.4471, grad_norm: 2.0397 2020-08-02 16:46:58,764 - mmaction - INFO - Epoch [180][840/940] lr: 8.284e-02, eta: 20:55:16, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.4516, top5_acc: 0.6928, loss_cls: 2.4297, loss: 2.4297, grad_norm: 2.0564 2020-08-02 16:47:19,213 - mmaction - INFO - Epoch [180][860/940] lr: 8.284e-02, eta: 20:54:55, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.4555, top5_acc: 0.7037, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.0446 2020-08-02 16:47:39,350 - mmaction - INFO - Epoch [180][880/940] lr: 8.284e-02, eta: 20:54:34, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.4521, top5_acc: 0.6932, loss_cls: 2.4066, loss: 2.4066, grad_norm: 2.0253 2020-08-02 16:47:59,392 - mmaction - INFO - Epoch [180][900/940] lr: 8.284e-02, eta: 20:54:12, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4525, top5_acc: 0.6963, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.0458 2020-08-02 16:48:20,088 - mmaction - INFO - Epoch [180][920/940] lr: 8.284e-02, eta: 20:53:51, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.4428, top5_acc: 0.6848, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.0727 2020-08-02 16:48:39,618 - mmaction - INFO - Epoch [180][940/940] lr: 8.284e-02, eta: 20:53:29, time: 0.977, data_time: 0.009, memory: 6199, top1_acc: 0.4728, top5_acc: 0.7045, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.0432 2020-08-02 16:48:39,970 - mmaction - INFO - Saving checkpoint at 180 epochs 2020-08-02 16:49:10,121 - mmaction - INFO - Epoch [181][20/940] lr: 8.086e-02, eta: 20:53:12, time: 1.464, data_time: 0.470, memory: 6199, top1_acc: 0.4600, top5_acc: 0.7135, loss_cls: 2.3607, loss: 2.3607, grad_norm: 1.9992 2020-08-02 16:49:30,838 - mmaction - INFO - Epoch [181][40/940] lr: 8.086e-02, eta: 20:52:50, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.4598, top5_acc: 0.7082, loss_cls: 2.3530, loss: 2.3530, grad_norm: 2.0146 2020-08-02 16:49:51,641 - mmaction - INFO - Epoch [181][60/940] lr: 8.086e-02, eta: 20:52:29, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.4613, top5_acc: 0.7000, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.0535 2020-08-02 16:50:12,199 - mmaction - INFO - Epoch [181][80/940] lr: 8.086e-02, eta: 20:52:08, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.4617, top5_acc: 0.7012, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.0298 2020-08-02 16:50:32,490 - mmaction - INFO - Epoch [181][100/940] lr: 8.086e-02, eta: 20:51:47, time: 1.015, data_time: 0.003, memory: 6199, top1_acc: 0.4621, top5_acc: 0.7012, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.0364 2020-08-02 16:50:53,365 - mmaction - INFO - Epoch [181][120/940] lr: 8.086e-02, eta: 20:51:25, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.4682, top5_acc: 0.7025, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.0165 2020-08-02 16:51:13,000 - mmaction - INFO - Epoch [181][140/940] lr: 8.086e-02, eta: 20:51:04, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.4635, top5_acc: 0.7027, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.0257 2020-08-02 16:51:33,293 - mmaction - INFO - Epoch [181][160/940] lr: 8.086e-02, eta: 20:50:42, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.4566, top5_acc: 0.7020, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.0423 2020-08-02 16:51:54,373 - mmaction - INFO - Epoch [181][180/940] lr: 8.086e-02, eta: 20:50:21, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.4539, top5_acc: 0.6973, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.0274 2020-08-02 16:52:16,245 - mmaction - INFO - Epoch [181][200/940] lr: 8.086e-02, eta: 20:50:01, time: 1.090, data_time: 0.008, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6992, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.0851 2020-08-02 16:52:36,487 - mmaction - INFO - Epoch [181][220/940] lr: 8.086e-02, eta: 20:49:39, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.4480, top5_acc: 0.6902, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.0379 2020-08-02 16:52:57,791 - mmaction - INFO - Epoch [181][240/940] lr: 8.086e-02, eta: 20:49:18, time: 1.065, data_time: 0.004, memory: 6199, top1_acc: 0.4500, top5_acc: 0.6928, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.0433 2020-08-02 16:53:18,743 - mmaction - INFO - Epoch [181][260/940] lr: 8.086e-02, eta: 20:48:57, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.4545, top5_acc: 0.7000, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.0220 2020-08-02 16:53:39,485 - mmaction - INFO - Epoch [181][280/940] lr: 8.086e-02, eta: 20:48:36, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.4549, top5_acc: 0.6943, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.0217 2020-08-02 16:54:00,102 - mmaction - INFO - Epoch [181][300/940] lr: 8.086e-02, eta: 20:48:15, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6922, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.0523 2020-08-02 16:54:20,865 - mmaction - INFO - Epoch [181][320/940] lr: 8.086e-02, eta: 20:47:54, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.4510, top5_acc: 0.6875, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.0504 2020-08-02 16:54:42,688 - mmaction - INFO - Epoch [181][340/940] lr: 8.086e-02, eta: 20:47:33, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.4617, top5_acc: 0.6971, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.0500 2020-08-02 16:55:03,173 - mmaction - INFO - Epoch [181][360/940] lr: 8.086e-02, eta: 20:47:12, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.4486, top5_acc: 0.6869, loss_cls: 2.4575, loss: 2.4575, grad_norm: 2.0776 2020-08-02 16:55:25,152 - mmaction - INFO - Epoch [181][380/940] lr: 8.086e-02, eta: 20:46:51, time: 1.098, data_time: 0.005, memory: 6199, top1_acc: 0.4578, top5_acc: 0.7010, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.0626 2020-08-02 16:55:46,428 - mmaction - INFO - Epoch [181][400/940] lr: 8.086e-02, eta: 20:46:30, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.4506, top5_acc: 0.6873, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.0495 2020-08-02 16:56:06,392 - mmaction - INFO - Epoch [181][420/940] lr: 8.086e-02, eta: 20:46:08, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.4521, top5_acc: 0.6893, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.0278 2020-08-02 16:56:28,363 - mmaction - INFO - Epoch [181][440/940] lr: 8.086e-02, eta: 20:45:48, time: 1.099, data_time: 0.003, memory: 6199, top1_acc: 0.4604, top5_acc: 0.7002, loss_cls: 2.4068, loss: 2.4068, grad_norm: 1.9969 2020-08-02 16:56:49,946 - mmaction - INFO - Epoch [181][460/940] lr: 8.086e-02, eta: 20:45:27, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.4627, top5_acc: 0.6994, loss_cls: 2.3751, loss: 2.3751, grad_norm: 2.0337 2020-08-02 16:57:11,822 - mmaction - INFO - Epoch [181][480/940] lr: 8.086e-02, eta: 20:45:06, time: 1.095, data_time: 0.005, memory: 6199, top1_acc: 0.4381, top5_acc: 0.6908, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.0456 2020-08-02 16:57:32,547 - mmaction - INFO - Epoch [181][500/940] lr: 8.086e-02, eta: 20:44:45, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4594, top5_acc: 0.7014, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.0036 2020-08-02 16:57:53,392 - mmaction - INFO - Epoch [181][520/940] lr: 8.086e-02, eta: 20:44:24, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.4512, top5_acc: 0.6973, loss_cls: 2.4463, loss: 2.4463, grad_norm: 2.0200 2020-08-02 16:58:13,368 - mmaction - INFO - Epoch [181][540/940] lr: 8.086e-02, eta: 20:44:02, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.4568, top5_acc: 0.6969, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.0151 2020-08-02 16:58:33,626 - mmaction - INFO - Epoch [181][560/940] lr: 8.086e-02, eta: 20:43:41, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6891, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.0549 2020-08-02 16:58:53,549 - mmaction - INFO - Epoch [181][580/940] lr: 8.086e-02, eta: 20:43:19, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.4521, top5_acc: 0.6818, loss_cls: 2.4442, loss: 2.4442, grad_norm: 2.0591 2020-08-02 16:59:13,914 - mmaction - INFO - Epoch [181][600/940] lr: 8.086e-02, eta: 20:42:58, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6984, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.0693 2020-08-02 16:59:33,929 - mmaction - INFO - Epoch [181][620/940] lr: 8.086e-02, eta: 20:42:37, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.4543, top5_acc: 0.6959, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.0640 2020-08-02 16:59:54,549 - mmaction - INFO - Epoch [181][640/940] lr: 8.086e-02, eta: 20:42:15, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.4455, top5_acc: 0.6920, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.0557 2020-08-02 17:00:19,145 - mmaction - INFO - Epoch [181][660/940] lr: 8.086e-02, eta: 20:41:56, time: 1.226, data_time: 0.007, memory: 6199, top1_acc: 0.4494, top5_acc: 0.6996, loss_cls: 2.4033, loss: 2.4033, grad_norm: 2.0140 2020-08-02 17:00:39,976 - mmaction - INFO - Epoch [181][680/940] lr: 8.086e-02, eta: 20:41:35, time: 1.046, data_time: 0.014, memory: 6199, top1_acc: 0.4604, top5_acc: 0.6836, loss_cls: 2.4393, loss: 2.4393, grad_norm: 2.0327 2020-08-02 17:01:00,195 - mmaction - INFO - Epoch [181][700/940] lr: 8.086e-02, eta: 20:41:13, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.4557, top5_acc: 0.7016, loss_cls: 2.4179, loss: 2.4179, grad_norm: 2.0463 2020-08-02 17:01:20,194 - mmaction - INFO - Epoch [181][720/940] lr: 8.086e-02, eta: 20:40:52, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4539, top5_acc: 0.6955, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.0527 2020-08-02 17:01:39,989 - mmaction - INFO - Epoch [181][740/940] lr: 8.086e-02, eta: 20:40:30, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.4508, top5_acc: 0.6934, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.0248 2020-08-02 17:02:00,283 - mmaction - INFO - Epoch [181][760/940] lr: 8.086e-02, eta: 20:40:09, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4713, top5_acc: 0.7121, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.0169 2020-08-02 17:02:20,112 - mmaction - INFO - Epoch [181][780/940] lr: 8.086e-02, eta: 20:39:47, time: 0.991, data_time: 0.003, memory: 6199, top1_acc: 0.4539, top5_acc: 0.6846, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.0799 2020-08-02 17:02:40,536 - mmaction - INFO - Epoch [181][800/940] lr: 8.086e-02, eta: 20:39:26, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.4486, top5_acc: 0.6912, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.0520 2020-08-02 17:03:01,023 - mmaction - INFO - Epoch [181][820/940] lr: 8.086e-02, eta: 20:39:05, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4492, top5_acc: 0.6980, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.0522 2020-08-02 17:03:21,234 - mmaction - INFO - Epoch [181][840/940] lr: 8.086e-02, eta: 20:38:43, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.4602, top5_acc: 0.7045, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.0786 2020-08-02 17:03:41,857 - mmaction - INFO - Epoch [181][860/940] lr: 8.086e-02, eta: 20:38:22, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.4658, top5_acc: 0.7078, loss_cls: 2.3812, loss: 2.3812, grad_norm: 2.0315 2020-08-02 17:04:01,790 - mmaction - INFO - Epoch [181][880/940] lr: 8.086e-02, eta: 20:38:00, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.4637, top5_acc: 0.7059, loss_cls: 2.3770, loss: 2.3770, grad_norm: 2.0209 2020-08-02 17:04:22,201 - mmaction - INFO - Epoch [181][900/940] lr: 8.086e-02, eta: 20:37:39, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.4537, top5_acc: 0.7025, loss_cls: 2.3923, loss: 2.3923, grad_norm: 2.0830 2020-08-02 17:04:42,307 - mmaction - INFO - Epoch [181][920/940] lr: 8.086e-02, eta: 20:37:18, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.4574, top5_acc: 0.6924, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.0343 2020-08-02 17:05:01,434 - mmaction - INFO - Epoch [181][940/940] lr: 8.086e-02, eta: 20:36:56, time: 0.956, data_time: 0.010, memory: 6199, top1_acc: 0.4560, top5_acc: 0.6970, loss_cls: 2.4153, loss: 2.4153, grad_norm: 2.1074 2020-08-02 17:05:33,915 - mmaction - INFO - Epoch [182][20/940] lr: 7.890e-02, eta: 20:36:39, time: 1.606, data_time: 0.604, memory: 6199, top1_acc: 0.4693, top5_acc: 0.7084, loss_cls: 2.3549, loss: 2.3549, grad_norm: 2.0526 2020-08-02 17:05:53,573 - mmaction - INFO - Epoch [182][40/940] lr: 7.890e-02, eta: 20:36:18, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.4574, top5_acc: 0.7008, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.0384 2020-08-02 17:06:13,531 - mmaction - INFO - Epoch [182][60/940] lr: 7.890e-02, eta: 20:35:56, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4660, top5_acc: 0.7051, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.0427 2020-08-02 17:06:34,369 - mmaction - INFO - Epoch [182][80/940] lr: 7.890e-02, eta: 20:35:35, time: 1.040, data_time: 0.011, memory: 6199, top1_acc: 0.4461, top5_acc: 0.6986, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.0687 2020-08-02 17:06:56,217 - mmaction - INFO - Epoch [182][100/940] lr: 7.890e-02, eta: 20:35:14, time: 1.096, data_time: 0.012, memory: 6199, top1_acc: 0.4650, top5_acc: 0.7100, loss_cls: 2.3637, loss: 2.3637, grad_norm: 2.0478 2020-08-02 17:07:16,314 - mmaction - INFO - Epoch [182][120/940] lr: 7.890e-02, eta: 20:34:53, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4594, top5_acc: 0.7045, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.0667 2020-08-02 17:07:36,918 - mmaction - INFO - Epoch [182][140/940] lr: 7.890e-02, eta: 20:34:32, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4709, top5_acc: 0.7098, loss_cls: 2.3388, loss: 2.3388, grad_norm: 2.0466 2020-08-02 17:07:57,550 - mmaction - INFO - Epoch [182][160/940] lr: 7.890e-02, eta: 20:34:10, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4619, top5_acc: 0.7021, loss_cls: 2.3938, loss: 2.3938, grad_norm: 2.1022 2020-08-02 17:08:19,769 - mmaction - INFO - Epoch [182][180/940] lr: 7.890e-02, eta: 20:33:50, time: 1.111, data_time: 0.003, memory: 6199, top1_acc: 0.4574, top5_acc: 0.6984, loss_cls: 2.4191, loss: 2.4191, grad_norm: 2.0484 2020-08-02 17:08:40,501 - mmaction - INFO - Epoch [182][200/940] lr: 7.890e-02, eta: 20:33:29, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.4486, top5_acc: 0.6941, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.0951 2020-08-02 17:09:01,820 - mmaction - INFO - Epoch [182][220/940] lr: 7.890e-02, eta: 20:33:08, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7090, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.0495 2020-08-02 17:09:22,704 - mmaction - INFO - Epoch [182][240/940] lr: 7.890e-02, eta: 20:32:47, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.4537, top5_acc: 0.6922, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.1217 2020-08-02 17:09:44,247 - mmaction - INFO - Epoch [182][260/940] lr: 7.890e-02, eta: 20:32:26, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.4568, top5_acc: 0.7014, loss_cls: 2.4125, loss: 2.4125, grad_norm: 2.0918 2020-08-02 17:10:05,295 - mmaction - INFO - Epoch [182][280/940] lr: 7.890e-02, eta: 20:32:05, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.4635, top5_acc: 0.7084, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.0495 2020-08-02 17:10:26,596 - mmaction - INFO - Epoch [182][300/940] lr: 7.890e-02, eta: 20:31:44, time: 1.067, data_time: 0.004, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6982, loss_cls: 2.3969, loss: 2.3969, grad_norm: 2.0688 2020-08-02 17:10:48,216 - mmaction - INFO - Epoch [182][320/940] lr: 7.890e-02, eta: 20:31:23, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.4678, top5_acc: 0.7043, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.0807 2020-08-02 17:11:08,872 - mmaction - INFO - Epoch [182][340/940] lr: 7.890e-02, eta: 20:31:02, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.4545, top5_acc: 0.7104, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.1238 2020-08-02 17:11:29,304 - mmaction - INFO - Epoch [182][360/940] lr: 7.890e-02, eta: 20:30:40, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.4545, top5_acc: 0.6994, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.0960 2020-08-02 17:11:50,490 - mmaction - INFO - Epoch [182][380/940] lr: 7.890e-02, eta: 20:30:19, time: 1.062, data_time: 0.010, memory: 6199, top1_acc: 0.4484, top5_acc: 0.6879, loss_cls: 2.4371, loss: 2.4371, grad_norm: 2.0859 2020-08-02 17:12:12,106 - mmaction - INFO - Epoch [182][400/940] lr: 7.890e-02, eta: 20:29:58, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7143, loss_cls: 2.3255, loss: 2.3255, grad_norm: 2.0316 2020-08-02 17:12:33,082 - mmaction - INFO - Epoch [182][420/940] lr: 7.890e-02, eta: 20:29:37, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.4648, top5_acc: 0.6980, loss_cls: 2.3936, loss: 2.3936, grad_norm: 2.0653 2020-08-02 17:12:53,539 - mmaction - INFO - Epoch [182][440/940] lr: 7.890e-02, eta: 20:29:16, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.4602, top5_acc: 0.7068, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.0941 2020-08-02 17:13:14,503 - mmaction - INFO - Epoch [182][460/940] lr: 7.890e-02, eta: 20:28:55, time: 1.048, data_time: 0.010, memory: 6199, top1_acc: 0.4684, top5_acc: 0.7078, loss_cls: 2.3713, loss: 2.3713, grad_norm: 2.0883 2020-08-02 17:13:35,600 - mmaction - INFO - Epoch [182][480/940] lr: 7.890e-02, eta: 20:28:34, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.4559, top5_acc: 0.6908, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.0449 2020-08-02 17:13:56,823 - mmaction - INFO - Epoch [182][500/940] lr: 7.890e-02, eta: 20:28:13, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6969, loss_cls: 2.4258, loss: 2.4258, grad_norm: 2.0621 2020-08-02 17:14:18,207 - mmaction - INFO - Epoch [182][520/940] lr: 7.890e-02, eta: 20:27:52, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.4547, top5_acc: 0.7051, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.0891 2020-08-02 17:14:39,353 - mmaction - INFO - Epoch [182][540/940] lr: 7.890e-02, eta: 20:27:31, time: 1.056, data_time: 0.006, memory: 6199, top1_acc: 0.4684, top5_acc: 0.7094, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.0683 2020-08-02 17:14:59,924 - mmaction - INFO - Epoch [182][560/940] lr: 7.890e-02, eta: 20:27:10, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4551, top5_acc: 0.7023, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.0690 2020-08-02 17:15:20,802 - mmaction - INFO - Epoch [182][580/940] lr: 7.890e-02, eta: 20:26:49, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4645, top5_acc: 0.6994, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.0337 2020-08-02 17:15:42,570 - mmaction - INFO - Epoch [182][600/940] lr: 7.890e-02, eta: 20:26:28, time: 1.094, data_time: 0.011, memory: 6199, top1_acc: 0.4627, top5_acc: 0.7070, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.1159 2020-08-02 17:16:02,493 - mmaction - INFO - Epoch [182][620/940] lr: 7.890e-02, eta: 20:26:06, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6861, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.0761 2020-08-02 17:16:22,390 - mmaction - INFO - Epoch [182][640/940] lr: 7.890e-02, eta: 20:25:45, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.4578, top5_acc: 0.6957, loss_cls: 2.4206, loss: 2.4206, grad_norm: 2.0469 2020-08-02 17:16:42,615 - mmaction - INFO - Epoch [182][660/940] lr: 7.890e-02, eta: 20:25:23, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6895, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.1096 2020-08-02 17:17:02,654 - mmaction - INFO - Epoch [182][680/940] lr: 7.890e-02, eta: 20:25:02, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4541, top5_acc: 0.6932, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.0450 2020-08-02 17:17:22,934 - mmaction - INFO - Epoch [182][700/940] lr: 7.890e-02, eta: 20:24:41, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4699, top5_acc: 0.6953, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.0320 2020-08-02 17:17:43,143 - mmaction - INFO - Epoch [182][720/940] lr: 7.890e-02, eta: 20:24:19, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.4549, top5_acc: 0.6924, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.1013 2020-08-02 17:18:03,235 - mmaction - INFO - Epoch [182][740/940] lr: 7.890e-02, eta: 20:23:58, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.4475, top5_acc: 0.6961, loss_cls: 2.4524, loss: 2.4524, grad_norm: 2.0519 2020-08-02 17:18:23,569 - mmaction - INFO - Epoch [182][760/940] lr: 7.890e-02, eta: 20:23:36, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.4457, top5_acc: 0.6914, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.0254 2020-08-02 17:18:43,634 - mmaction - INFO - Epoch [182][780/940] lr: 7.890e-02, eta: 20:23:15, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4580, top5_acc: 0.6902, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.1085 2020-08-02 17:19:03,613 - mmaction - INFO - Epoch [182][800/940] lr: 7.890e-02, eta: 20:22:53, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.4557, top5_acc: 0.7033, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.0771 2020-08-02 17:19:23,940 - mmaction - INFO - Epoch [182][820/940] lr: 7.890e-02, eta: 20:22:32, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4674, top5_acc: 0.7051, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.0959 2020-08-02 17:19:44,587 - mmaction - INFO - Epoch [182][840/940] lr: 7.890e-02, eta: 20:22:11, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4459, top5_acc: 0.6930, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.1001 2020-08-02 17:20:04,746 - mmaction - INFO - Epoch [182][860/940] lr: 7.890e-02, eta: 20:21:49, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.4237, loss: 2.4237, grad_norm: 2.0525 2020-08-02 17:20:25,062 - mmaction - INFO - Epoch [182][880/940] lr: 7.890e-02, eta: 20:21:28, time: 1.016, data_time: 0.003, memory: 6199, top1_acc: 0.4518, top5_acc: 0.6953, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.1053 2020-08-02 17:20:45,038 - mmaction - INFO - Epoch [182][900/940] lr: 7.890e-02, eta: 20:21:07, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.4568, top5_acc: 0.6914, loss_cls: 2.4248, loss: 2.4248, grad_norm: 2.0341 2020-08-02 17:21:06,232 - mmaction - INFO - Epoch [182][920/940] lr: 7.890e-02, eta: 20:20:46, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.4598, top5_acc: 0.7012, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.0642 2020-08-02 17:21:25,709 - mmaction - INFO - Epoch [182][940/940] lr: 7.890e-02, eta: 20:20:24, time: 0.972, data_time: 0.007, memory: 6199, top1_acc: 0.4515, top5_acc: 0.6914, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.1238 2020-08-02 17:21:55,769 - mmaction - INFO - Epoch [183][20/940] lr: 7.695e-02, eta: 20:20:06, time: 1.488, data_time: 0.497, memory: 6199, top1_acc: 0.4625, top5_acc: 0.7113, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.0905 2020-08-02 17:22:16,034 - mmaction - INFO - Epoch [183][40/940] lr: 7.695e-02, eta: 20:19:45, time: 1.013, data_time: 0.003, memory: 6199, top1_acc: 0.4680, top5_acc: 0.7088, loss_cls: 2.3377, loss: 2.3377, grad_norm: 2.0520 2020-08-02 17:22:37,067 - mmaction - INFO - Epoch [183][60/940] lr: 7.695e-02, eta: 20:19:24, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.0497 2020-08-02 17:22:58,087 - mmaction - INFO - Epoch [183][80/940] lr: 7.695e-02, eta: 20:19:03, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.4586, top5_acc: 0.6980, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.0886 2020-08-02 17:23:19,784 - mmaction - INFO - Epoch [183][100/940] lr: 7.695e-02, eta: 20:18:42, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.4654, top5_acc: 0.7059, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.0663 2020-08-02 17:23:40,828 - mmaction - INFO - Epoch [183][120/940] lr: 7.695e-02, eta: 20:18:21, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.4678, top5_acc: 0.7137, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.0875 2020-08-02 17:24:01,439 - mmaction - INFO - Epoch [183][140/940] lr: 7.695e-02, eta: 20:18:00, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.4662, top5_acc: 0.6973, loss_cls: 2.3835, loss: 2.3835, grad_norm: 2.0665 2020-08-02 17:24:21,356 - mmaction - INFO - Epoch [183][160/940] lr: 7.695e-02, eta: 20:17:38, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.4592, top5_acc: 0.7004, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.0645 2020-08-02 17:24:42,027 - mmaction - INFO - Epoch [183][180/940] lr: 7.695e-02, eta: 20:17:17, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.4506, top5_acc: 0.6889, loss_cls: 2.4590, loss: 2.4590, grad_norm: 2.0826 2020-08-02 17:25:03,781 - mmaction - INFO - Epoch [183][200/940] lr: 7.695e-02, eta: 20:16:56, time: 1.083, data_time: 0.003, memory: 6199, top1_acc: 0.4623, top5_acc: 0.7039, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.0649 2020-08-02 17:25:24,418 - mmaction - INFO - Epoch [183][220/940] lr: 7.695e-02, eta: 20:16:35, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.4052, loss: 2.4052, grad_norm: 2.1314 2020-08-02 17:25:45,484 - mmaction - INFO - Epoch [183][240/940] lr: 7.695e-02, eta: 20:16:14, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.4549, top5_acc: 0.6967, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.1169 2020-08-02 17:26:06,200 - mmaction - INFO - Epoch [183][260/940] lr: 7.695e-02, eta: 20:15:53, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.4668, top5_acc: 0.6969, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.0560 2020-08-02 17:26:27,050 - mmaction - INFO - Epoch [183][280/940] lr: 7.695e-02, eta: 20:15:32, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.4604, top5_acc: 0.7102, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.0314 2020-08-02 17:26:48,680 - mmaction - INFO - Epoch [183][300/940] lr: 7.695e-02, eta: 20:15:11, time: 1.082, data_time: 0.003, memory: 6199, top1_acc: 0.4688, top5_acc: 0.7080, loss_cls: 2.3399, loss: 2.3399, grad_norm: 2.1158 2020-08-02 17:27:09,853 - mmaction - INFO - Epoch [183][320/940] lr: 7.695e-02, eta: 20:14:50, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.4713, top5_acc: 0.6977, loss_cls: 2.3893, loss: 2.3893, grad_norm: 2.0663 2020-08-02 17:27:31,271 - mmaction - INFO - Epoch [183][340/940] lr: 7.695e-02, eta: 20:14:29, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.4572, top5_acc: 0.6920, loss_cls: 2.4253, loss: 2.4253, grad_norm: 2.0610 2020-08-02 17:27:52,090 - mmaction - INFO - Epoch [183][360/940] lr: 7.695e-02, eta: 20:14:08, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.4545, top5_acc: 0.6990, loss_cls: 2.4154, loss: 2.4154, grad_norm: 2.0850 2020-08-02 17:28:13,160 - mmaction - INFO - Epoch [183][380/940] lr: 7.695e-02, eta: 20:13:47, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.4627, top5_acc: 0.7021, loss_cls: 2.3633, loss: 2.3633, grad_norm: 2.0961 2020-08-02 17:28:33,378 - mmaction - INFO - Epoch [183][400/940] lr: 7.695e-02, eta: 20:13:25, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.4623, top5_acc: 0.7010, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.0756 2020-08-02 17:28:55,363 - mmaction - INFO - Epoch [183][420/940] lr: 7.695e-02, eta: 20:13:05, time: 1.101, data_time: 0.007, memory: 6199, top1_acc: 0.4605, top5_acc: 0.6934, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.0736 2020-08-02 17:29:15,817 - mmaction - INFO - Epoch [183][440/940] lr: 7.695e-02, eta: 20:12:43, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.4500, top5_acc: 0.6871, loss_cls: 2.4396, loss: 2.4396, grad_norm: 2.0721 2020-08-02 17:29:36,893 - mmaction - INFO - Epoch [183][460/940] lr: 7.695e-02, eta: 20:12:22, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.4643, top5_acc: 0.6982, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.0765 2020-08-02 17:29:58,505 - mmaction - INFO - Epoch [183][480/940] lr: 7.695e-02, eta: 20:12:02, time: 1.078, data_time: 0.006, memory: 6199, top1_acc: 0.4691, top5_acc: 0.6984, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.0169 2020-08-02 17:30:19,628 - mmaction - INFO - Epoch [183][500/940] lr: 7.695e-02, eta: 20:11:40, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.4504, top5_acc: 0.6908, loss_cls: 2.4257, loss: 2.4257, grad_norm: 2.0920 2020-08-02 17:30:40,218 - mmaction - INFO - Epoch [183][520/940] lr: 7.695e-02, eta: 20:11:19, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.4523, top5_acc: 0.7006, loss_cls: 2.3832, loss: 2.3832, grad_norm: 2.1362 2020-08-02 17:31:01,788 - mmaction - INFO - Epoch [183][540/940] lr: 7.695e-02, eta: 20:10:58, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.4672, top5_acc: 0.7059, loss_cls: 2.3624, loss: 2.3624, grad_norm: 2.0651 2020-08-02 17:31:23,243 - mmaction - INFO - Epoch [183][560/940] lr: 7.695e-02, eta: 20:10:38, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.4648, top5_acc: 0.7059, loss_cls: 2.3700, loss: 2.3700, grad_norm: 2.0858 2020-08-02 17:31:44,005 - mmaction - INFO - Epoch [183][580/940] lr: 7.695e-02, eta: 20:10:16, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.4564, top5_acc: 0.6869, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.0668 2020-08-02 17:32:04,581 - mmaction - INFO - Epoch [183][600/940] lr: 7.695e-02, eta: 20:09:55, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.4645, top5_acc: 0.7104, loss_cls: 2.3514, loss: 2.3514, grad_norm: 2.0657 2020-08-02 17:32:25,453 - mmaction - INFO - Epoch [183][620/940] lr: 7.695e-02, eta: 20:09:34, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.4613, top5_acc: 0.6988, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.0936 2020-08-02 17:32:45,562 - mmaction - INFO - Epoch [183][640/940] lr: 7.695e-02, eta: 20:09:13, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6965, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.1341 2020-08-02 17:33:06,432 - mmaction - INFO - Epoch [183][660/940] lr: 7.695e-02, eta: 20:08:51, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.4580, top5_acc: 0.6934, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.0847 2020-08-02 17:33:26,547 - mmaction - INFO - Epoch [183][680/940] lr: 7.695e-02, eta: 20:08:30, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4570, top5_acc: 0.6955, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.0698 2020-08-02 17:33:48,082 - mmaction - INFO - Epoch [183][700/940] lr: 7.695e-02, eta: 20:08:09, time: 1.078, data_time: 0.009, memory: 6199, top1_acc: 0.4564, top5_acc: 0.6859, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.1179 2020-08-02 17:34:09,505 - mmaction - INFO - Epoch [183][720/940] lr: 7.695e-02, eta: 20:07:48, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3851, loss: 2.3851, grad_norm: 2.0531 2020-08-02 17:34:28,847 - mmaction - INFO - Epoch [183][740/940] lr: 7.695e-02, eta: 20:07:26, time: 0.970, data_time: 0.007, memory: 6199, top1_acc: 0.4586, top5_acc: 0.7078, loss_cls: 2.3657, loss: 2.3657, grad_norm: 2.0889 2020-08-02 17:34:50,029 - mmaction - INFO - Epoch [183][760/940] lr: 7.695e-02, eta: 20:07:05, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.4631, top5_acc: 0.6961, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.1008 2020-08-02 17:35:11,004 - mmaction - INFO - Epoch [183][780/940] lr: 7.695e-02, eta: 20:06:44, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.4688, top5_acc: 0.6979, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.0861 2020-08-02 17:35:31,974 - mmaction - INFO - Epoch [183][800/940] lr: 7.695e-02, eta: 20:06:23, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.4721, top5_acc: 0.7002, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.0892 2020-08-02 17:35:53,611 - mmaction - INFO - Epoch [183][820/940] lr: 7.695e-02, eta: 20:06:02, time: 1.084, data_time: 0.005, memory: 6199, top1_acc: 0.4562, top5_acc: 0.6963, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.1061 2020-08-02 17:36:14,244 - mmaction - INFO - Epoch [183][840/940] lr: 7.695e-02, eta: 20:05:41, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.4414, top5_acc: 0.6904, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.1407 2020-08-02 17:36:35,671 - mmaction - INFO - Epoch [183][860/940] lr: 7.695e-02, eta: 20:05:20, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.0486 2020-08-02 17:36:56,334 - mmaction - INFO - Epoch [183][880/940] lr: 7.695e-02, eta: 20:04:59, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.4502, top5_acc: 0.6969, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.1091 2020-08-02 17:37:17,037 - mmaction - INFO - Epoch [183][900/940] lr: 7.695e-02, eta: 20:04:38, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.4453, top5_acc: 0.6984, loss_cls: 2.4127, loss: 2.4127, grad_norm: 2.0824 2020-08-02 17:37:37,170 - mmaction - INFO - Epoch [183][920/940] lr: 7.695e-02, eta: 20:04:17, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.4588, top5_acc: 0.6984, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.0921 2020-08-02 17:37:57,082 - mmaction - INFO - Epoch [183][940/940] lr: 7.695e-02, eta: 20:03:55, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.4582, top5_acc: 0.7001, loss_cls: 2.3674, loss: 2.3674, grad_norm: 2.1268 2020-08-02 17:38:27,600 - mmaction - INFO - Epoch [184][20/940] lr: 7.503e-02, eta: 20:03:38, time: 1.508, data_time: 0.481, memory: 6199, top1_acc: 0.4775, top5_acc: 0.7027, loss_cls: 2.3718, loss: 2.3718, grad_norm: 2.0815 2020-08-02 17:38:47,539 - mmaction - INFO - Epoch [184][40/940] lr: 7.503e-02, eta: 20:03:16, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4680, top5_acc: 0.6986, loss_cls: 2.3539, loss: 2.3539, grad_norm: 2.0768 2020-08-02 17:39:08,509 - mmaction - INFO - Epoch [184][60/940] lr: 7.503e-02, eta: 20:02:55, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4559, top5_acc: 0.6906, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.0967 2020-08-02 17:39:29,359 - mmaction - INFO - Epoch [184][80/940] lr: 7.503e-02, eta: 20:02:34, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7082, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.1186 2020-08-02 17:39:50,419 - mmaction - INFO - Epoch [184][100/940] lr: 7.503e-02, eta: 20:02:13, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.4660, top5_acc: 0.7047, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.1051 2020-08-02 17:40:10,191 - mmaction - INFO - Epoch [184][120/940] lr: 7.503e-02, eta: 20:01:51, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7029, loss_cls: 2.3237, loss: 2.3237, grad_norm: 2.0665 2020-08-02 17:40:30,737 - mmaction - INFO - Epoch [184][140/940] lr: 7.503e-02, eta: 20:01:30, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3821, loss: 2.3821, grad_norm: 2.1295 2020-08-02 17:40:51,839 - mmaction - INFO - Epoch [184][160/940] lr: 7.503e-02, eta: 20:01:09, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.4625, top5_acc: 0.6979, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.0815 2020-08-02 17:41:12,831 - mmaction - INFO - Epoch [184][180/940] lr: 7.503e-02, eta: 20:00:48, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.4596, top5_acc: 0.7035, loss_cls: 2.3645, loss: 2.3645, grad_norm: 2.1137 2020-08-02 17:41:33,088 - mmaction - INFO - Epoch [184][200/940] lr: 7.503e-02, eta: 20:00:26, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4568, top5_acc: 0.6996, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.1179 2020-08-02 17:41:55,526 - mmaction - INFO - Epoch [184][220/940] lr: 7.503e-02, eta: 20:00:06, time: 1.126, data_time: 0.010, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7109, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.0425 2020-08-02 17:42:15,973 - mmaction - INFO - Epoch [184][240/940] lr: 7.503e-02, eta: 19:59:45, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.4555, top5_acc: 0.7025, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.0954 2020-08-02 17:42:36,829 - mmaction - INFO - Epoch [184][260/940] lr: 7.503e-02, eta: 19:59:24, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4658, top5_acc: 0.7053, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.1361 2020-08-02 17:42:58,509 - mmaction - INFO - Epoch [184][280/940] lr: 7.503e-02, eta: 19:59:03, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.4629, top5_acc: 0.7043, loss_cls: 2.3512, loss: 2.3512, grad_norm: 2.1604 2020-08-02 17:43:19,205 - mmaction - INFO - Epoch [184][300/940] lr: 7.503e-02, eta: 19:58:42, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.4623, top5_acc: 0.7061, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.1098 2020-08-02 17:43:40,098 - mmaction - INFO - Epoch [184][320/940] lr: 7.503e-02, eta: 19:58:20, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.4643, top5_acc: 0.7035, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.0923 2020-08-02 17:44:01,384 - mmaction - INFO - Epoch [184][340/940] lr: 7.503e-02, eta: 19:58:00, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.4584, top5_acc: 0.7018, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.1110 2020-08-02 17:44:22,662 - mmaction - INFO - Epoch [184][360/940] lr: 7.503e-02, eta: 19:57:39, time: 1.065, data_time: 0.008, memory: 6199, top1_acc: 0.4547, top5_acc: 0.7035, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.1069 2020-08-02 17:44:44,301 - mmaction - INFO - Epoch [184][380/940] lr: 7.503e-02, eta: 19:57:18, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.4523, top5_acc: 0.7111, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.1145 2020-08-02 17:45:05,961 - mmaction - INFO - Epoch [184][400/940] lr: 7.503e-02, eta: 19:56:57, time: 1.085, data_time: 0.008, memory: 6199, top1_acc: 0.4584, top5_acc: 0.6992, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.0880 2020-08-02 17:45:27,580 - mmaction - INFO - Epoch [184][420/940] lr: 7.503e-02, eta: 19:56:36, time: 1.082, data_time: 0.003, memory: 6199, top1_acc: 0.4572, top5_acc: 0.6885, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.1076 2020-08-02 17:45:49,212 - mmaction - INFO - Epoch [184][440/940] lr: 7.503e-02, eta: 19:56:15, time: 1.081, data_time: 0.008, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7029, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.1178 2020-08-02 17:46:10,183 - mmaction - INFO - Epoch [184][460/940] lr: 7.503e-02, eta: 19:55:54, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.4611, top5_acc: 0.7004, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.1291 2020-08-02 17:46:31,735 - mmaction - INFO - Epoch [184][480/940] lr: 7.503e-02, eta: 19:55:33, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.4590, top5_acc: 0.7088, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.1760 2020-08-02 17:46:52,146 - mmaction - INFO - Epoch [184][500/940] lr: 7.503e-02, eta: 19:55:12, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.4654, top5_acc: 0.7051, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.1482 2020-08-02 17:47:13,001 - mmaction - INFO - Epoch [184][520/940] lr: 7.503e-02, eta: 19:54:51, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.4621, top5_acc: 0.6945, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.1165 2020-08-02 17:47:33,464 - mmaction - INFO - Epoch [184][540/940] lr: 7.503e-02, eta: 19:54:30, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7045, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.0912 2020-08-02 17:47:53,686 - mmaction - INFO - Epoch [184][560/940] lr: 7.503e-02, eta: 19:54:08, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.4479, top5_acc: 0.6965, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.1152 2020-08-02 17:48:14,241 - mmaction - INFO - Epoch [184][580/940] lr: 7.503e-02, eta: 19:53:47, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.4650, top5_acc: 0.7035, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.0839 2020-08-02 17:48:34,509 - mmaction - INFO - Epoch [184][600/940] lr: 7.503e-02, eta: 19:53:26, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4605, top5_acc: 0.7078, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.1112 2020-08-02 17:48:55,798 - mmaction - INFO - Epoch [184][620/940] lr: 7.503e-02, eta: 19:53:05, time: 1.069, data_time: 0.009, memory: 6199, top1_acc: 0.4535, top5_acc: 0.6932, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.1023 2020-08-02 17:49:17,613 - mmaction - INFO - Epoch [184][640/940] lr: 7.503e-02, eta: 19:52:44, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.4580, top5_acc: 0.7029, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.1055 2020-08-02 17:49:38,534 - mmaction - INFO - Epoch [184][660/940] lr: 7.503e-02, eta: 19:52:23, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.4598, top5_acc: 0.6916, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.1394 2020-08-02 17:49:59,641 - mmaction - INFO - Epoch [184][680/940] lr: 7.503e-02, eta: 19:52:02, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.4576, top5_acc: 0.6996, loss_cls: 2.3979, loss: 2.3979, grad_norm: 2.1298 2020-08-02 17:50:20,361 - mmaction - INFO - Epoch [184][700/940] lr: 7.503e-02, eta: 19:51:41, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.4584, top5_acc: 0.7105, loss_cls: 2.3625, loss: 2.3625, grad_norm: 2.1617 2020-08-02 17:50:42,207 - mmaction - INFO - Epoch [184][720/940] lr: 7.503e-02, eta: 19:51:20, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.4637, top5_acc: 0.6943, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.0960 2020-08-02 17:51:03,158 - mmaction - INFO - Epoch [184][740/940] lr: 7.503e-02, eta: 19:50:59, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.4646, top5_acc: 0.7059, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.1243 2020-08-02 17:51:24,363 - mmaction - INFO - Epoch [184][760/940] lr: 7.503e-02, eta: 19:50:38, time: 1.059, data_time: 0.009, memory: 6199, top1_acc: 0.4557, top5_acc: 0.7035, loss_cls: 2.3760, loss: 2.3760, grad_norm: 2.1318 2020-08-02 17:51:44,409 - mmaction - INFO - Epoch [184][780/940] lr: 7.503e-02, eta: 19:50:16, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4668, top5_acc: 0.6973, loss_cls: 2.3604, loss: 2.3604, grad_norm: 2.0965 2020-08-02 17:52:06,611 - mmaction - INFO - Epoch [184][800/940] lr: 7.503e-02, eta: 19:49:56, time: 1.109, data_time: 0.007, memory: 6199, top1_acc: 0.4521, top5_acc: 0.6941, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.1055 2020-08-02 17:52:28,245 - mmaction - INFO - Epoch [184][820/940] lr: 7.503e-02, eta: 19:49:35, time: 1.082, data_time: 0.006, memory: 6199, top1_acc: 0.4729, top5_acc: 0.7117, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.1223 2020-08-02 17:52:50,003 - mmaction - INFO - Epoch [184][840/940] lr: 7.503e-02, eta: 19:49:14, time: 1.084, data_time: 0.005, memory: 6199, top1_acc: 0.4410, top5_acc: 0.6871, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.1048 2020-08-02 17:53:10,814 - mmaction - INFO - Epoch [184][860/940] lr: 7.503e-02, eta: 19:48:53, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.3604, loss: 2.3604, grad_norm: 2.1021 2020-08-02 17:53:32,005 - mmaction - INFO - Epoch [184][880/940] lr: 7.503e-02, eta: 19:48:32, time: 1.058, data_time: 0.010, memory: 6199, top1_acc: 0.4637, top5_acc: 0.7008, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.1141 2020-08-02 17:53:53,384 - mmaction - INFO - Epoch [184][900/940] lr: 7.503e-02, eta: 19:48:11, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.4545, top5_acc: 0.7041, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.1351 2020-08-02 17:54:14,153 - mmaction - INFO - Epoch [184][920/940] lr: 7.503e-02, eta: 19:47:50, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.4717, top5_acc: 0.7141, loss_cls: 2.3243, loss: 2.3243, grad_norm: 2.0413 2020-08-02 17:54:34,001 - mmaction - INFO - Epoch [184][940/940] lr: 7.503e-02, eta: 19:47:28, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.4639, top5_acc: 0.7041, loss_cls: 2.3552, loss: 2.3552, grad_norm: 2.1316 2020-08-02 17:54:34,271 - mmaction - INFO - Saving checkpoint at 184 epochs 2020-08-02 17:55:04,464 - mmaction - INFO - Epoch [185][20/940] lr: 7.312e-02, eta: 19:47:10, time: 1.430, data_time: 0.407, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7152, loss_cls: 2.3093, loss: 2.3093, grad_norm: 2.0970 2020-08-02 17:55:25,546 - mmaction - INFO - Epoch [185][40/940] lr: 7.312e-02, eta: 19:46:49, time: 1.056, data_time: 0.004, memory: 6199, top1_acc: 0.4689, top5_acc: 0.7164, loss_cls: 2.3046, loss: 2.3046, grad_norm: 2.1248 2020-08-02 17:55:45,294 - mmaction - INFO - Epoch [185][60/940] lr: 7.312e-02, eta: 19:46:28, time: 0.985, data_time: 0.005, memory: 6199, top1_acc: 0.4686, top5_acc: 0.7055, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.1814 2020-08-02 17:56:06,152 - mmaction - INFO - Epoch [185][80/940] lr: 7.312e-02, eta: 19:46:06, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7051, loss_cls: 2.3724, loss: 2.3724, grad_norm: 2.1311 2020-08-02 17:56:27,795 - mmaction - INFO - Epoch [185][100/940] lr: 7.312e-02, eta: 19:45:46, time: 1.081, data_time: 0.002, memory: 6199, top1_acc: 0.4799, top5_acc: 0.7031, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.1131 2020-08-02 17:56:49,202 - mmaction - INFO - Epoch [185][120/940] lr: 7.312e-02, eta: 19:45:25, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.4703, top5_acc: 0.7098, loss_cls: 2.3267, loss: 2.3267, grad_norm: 2.1062 2020-08-02 17:57:10,112 - mmaction - INFO - Epoch [185][140/940] lr: 7.312e-02, eta: 19:45:04, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4768, top5_acc: 0.7105, loss_cls: 2.3142, loss: 2.3142, grad_norm: 2.1143 2020-08-02 17:57:32,343 - mmaction - INFO - Epoch [185][160/940] lr: 7.312e-02, eta: 19:44:43, time: 1.112, data_time: 0.006, memory: 6199, top1_acc: 0.4795, top5_acc: 0.7205, loss_cls: 2.2733, loss: 2.2733, grad_norm: 2.1143 2020-08-02 17:57:53,140 - mmaction - INFO - Epoch [185][180/940] lr: 7.312e-02, eta: 19:44:22, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.4701, top5_acc: 0.7186, loss_cls: 2.3116, loss: 2.3116, grad_norm: 2.1191 2020-08-02 17:58:13,655 - mmaction - INFO - Epoch [185][200/940] lr: 7.312e-02, eta: 19:44:01, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.4529, top5_acc: 0.7086, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.1511 2020-08-02 17:58:35,094 - mmaction - INFO - Epoch [185][220/940] lr: 7.312e-02, eta: 19:43:40, time: 1.072, data_time: 0.009, memory: 6199, top1_acc: 0.4648, top5_acc: 0.7045, loss_cls: 2.3888, loss: 2.3888, grad_norm: 2.1088 2020-08-02 17:58:56,646 - mmaction - INFO - Epoch [185][240/940] lr: 7.312e-02, eta: 19:43:19, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.4645, top5_acc: 0.7109, loss_cls: 2.3469, loss: 2.3469, grad_norm: 2.1070 2020-08-02 17:59:17,521 - mmaction - INFO - Epoch [185][260/940] lr: 7.312e-02, eta: 19:42:58, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.4779, top5_acc: 0.7078, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.0962 2020-08-02 17:59:39,193 - mmaction - INFO - Epoch [185][280/940] lr: 7.312e-02, eta: 19:42:37, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.4635, top5_acc: 0.7109, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.1082 2020-08-02 17:59:59,914 - mmaction - INFO - Epoch [185][300/940] lr: 7.312e-02, eta: 19:42:16, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.4580, top5_acc: 0.7008, loss_cls: 2.3899, loss: 2.3899, grad_norm: 2.1535 2020-08-02 18:00:26,803 - mmaction - INFO - Epoch [185][320/940] lr: 7.312e-02, eta: 19:41:57, time: 1.341, data_time: 0.013, memory: 6199, top1_acc: 0.4584, top5_acc: 0.7004, loss_cls: 2.3979, loss: 2.3979, grad_norm: 2.1584 2020-08-02 18:00:48,457 - mmaction - INFO - Epoch [185][340/940] lr: 7.312e-02, eta: 19:41:36, time: 1.092, data_time: 0.022, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7035, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.1238 2020-08-02 18:01:08,993 - mmaction - INFO - Epoch [185][360/940] lr: 7.312e-02, eta: 19:41:15, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.4678, top5_acc: 0.7125, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.1236 2020-08-02 18:01:29,652 - mmaction - INFO - Epoch [185][380/940] lr: 7.312e-02, eta: 19:40:54, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.4588, top5_acc: 0.6984, loss_cls: 2.4073, loss: 2.4073, grad_norm: 2.1455 2020-08-02 18:01:50,759 - mmaction - INFO - Epoch [185][400/940] lr: 7.312e-02, eta: 19:40:33, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.4705, top5_acc: 0.7090, loss_cls: 2.3169, loss: 2.3169, grad_norm: 2.1195 2020-08-02 18:02:11,836 - mmaction - INFO - Epoch [185][420/940] lr: 7.312e-02, eta: 19:40:11, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.4654, top5_acc: 0.6951, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.1305 2020-08-02 18:02:33,552 - mmaction - INFO - Epoch [185][440/940] lr: 7.312e-02, eta: 19:39:51, time: 1.083, data_time: 0.006, memory: 6199, top1_acc: 0.4686, top5_acc: 0.7070, loss_cls: 2.3461, loss: 2.3461, grad_norm: 2.1222 2020-08-02 18:02:54,400 - mmaction - INFO - Epoch [185][460/940] lr: 7.312e-02, eta: 19:39:30, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.4545, top5_acc: 0.7049, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.2024 2020-08-02 18:03:15,996 - mmaction - INFO - Epoch [185][480/940] lr: 7.312e-02, eta: 19:39:09, time: 1.079, data_time: 0.007, memory: 6199, top1_acc: 0.4543, top5_acc: 0.7033, loss_cls: 2.3929, loss: 2.3929, grad_norm: 2.1549 2020-08-02 18:03:36,291 - mmaction - INFO - Epoch [185][500/940] lr: 7.312e-02, eta: 19:38:47, time: 1.017, data_time: 0.010, memory: 6199, top1_acc: 0.4742, top5_acc: 0.7049, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.1209 2020-08-02 18:03:58,594 - mmaction - INFO - Epoch [185][520/940] lr: 7.312e-02, eta: 19:38:27, time: 1.114, data_time: 0.004, memory: 6199, top1_acc: 0.4568, top5_acc: 0.6994, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.1222 2020-08-02 18:04:19,942 - mmaction - INFO - Epoch [185][540/940] lr: 7.312e-02, eta: 19:38:06, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.4662, top5_acc: 0.7080, loss_cls: 2.3542, loss: 2.3542, grad_norm: 2.1381 2020-08-02 18:04:41,250 - mmaction - INFO - Epoch [185][560/940] lr: 7.312e-02, eta: 19:37:45, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7016, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.1116 2020-08-02 18:05:01,749 - mmaction - INFO - Epoch [185][580/940] lr: 7.312e-02, eta: 19:37:24, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.4691, top5_acc: 0.7156, loss_cls: 2.3327, loss: 2.3327, grad_norm: 2.1210 2020-08-02 18:05:23,325 - mmaction - INFO - Epoch [185][600/940] lr: 7.312e-02, eta: 19:37:03, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.4568, top5_acc: 0.6936, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.1330 2020-08-02 18:05:45,194 - mmaction - INFO - Epoch [185][620/940] lr: 7.312e-02, eta: 19:36:42, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.1380 2020-08-02 18:06:06,537 - mmaction - INFO - Epoch [185][640/940] lr: 7.312e-02, eta: 19:36:21, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.4697, top5_acc: 0.7143, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.1547 2020-08-02 18:06:27,714 - mmaction - INFO - Epoch [185][660/940] lr: 7.312e-02, eta: 19:36:00, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.4666, top5_acc: 0.7010, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.1029 2020-08-02 18:06:49,152 - mmaction - INFO - Epoch [185][680/940] lr: 7.312e-02, eta: 19:35:39, time: 1.075, data_time: 0.008, memory: 6199, top1_acc: 0.4627, top5_acc: 0.6936, loss_cls: 2.4065, loss: 2.4065, grad_norm: 2.1359 2020-08-02 18:07:10,243 - mmaction - INFO - Epoch [185][700/940] lr: 7.312e-02, eta: 19:35:18, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.4578, top5_acc: 0.7027, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.1676 2020-08-02 18:07:31,221 - mmaction - INFO - Epoch [185][720/940] lr: 7.312e-02, eta: 19:34:57, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7068, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.1243 2020-08-02 18:07:51,362 - mmaction - INFO - Epoch [185][740/940] lr: 7.312e-02, eta: 19:34:36, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4588, top5_acc: 0.7037, loss_cls: 2.3540, loss: 2.3540, grad_norm: 2.1260 2020-08-02 18:08:12,186 - mmaction - INFO - Epoch [185][760/940] lr: 7.312e-02, eta: 19:34:14, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4549, top5_acc: 0.6912, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.1516 2020-08-02 18:08:32,927 - mmaction - INFO - Epoch [185][780/940] lr: 7.312e-02, eta: 19:33:53, time: 1.037, data_time: 0.005, memory: 6199, top1_acc: 0.4684, top5_acc: 0.7074, loss_cls: 2.3566, loss: 2.3566, grad_norm: 2.1075 2020-08-02 18:08:53,828 - mmaction - INFO - Epoch [185][800/940] lr: 7.312e-02, eta: 19:33:32, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4713, top5_acc: 0.7070, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.0982 2020-08-02 18:09:15,184 - mmaction - INFO - Epoch [185][820/940] lr: 7.312e-02, eta: 19:33:11, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.4598, top5_acc: 0.7014, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.1467 2020-08-02 18:09:36,924 - mmaction - INFO - Epoch [185][840/940] lr: 7.312e-02, eta: 19:32:50, time: 1.087, data_time: 0.006, memory: 6199, top1_acc: 0.4588, top5_acc: 0.6922, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.0978 2020-08-02 18:09:58,707 - mmaction - INFO - Epoch [185][860/940] lr: 7.312e-02, eta: 19:32:30, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.4691, top5_acc: 0.7049, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.1404 2020-08-02 18:10:18,765 - mmaction - INFO - Epoch [185][880/940] lr: 7.312e-02, eta: 19:32:08, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4660, top5_acc: 0.6996, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.1387 2020-08-02 18:10:40,812 - mmaction - INFO - Epoch [185][900/940] lr: 7.312e-02, eta: 19:31:48, time: 1.101, data_time: 0.005, memory: 6199, top1_acc: 0.4641, top5_acc: 0.7059, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.1646 2020-08-02 18:11:01,051 - mmaction - INFO - Epoch [185][920/940] lr: 7.312e-02, eta: 19:31:26, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3525, loss: 2.3525, grad_norm: 2.1132 2020-08-02 18:11:21,240 - mmaction - INFO - Epoch [185][940/940] lr: 7.312e-02, eta: 19:31:05, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.4712, top5_acc: 0.6962, loss_cls: 2.3841, loss: 2.3841, grad_norm: 2.0962 2020-08-02 18:11:55,572 - mmaction - INFO - Epoch [186][20/940] lr: 7.123e-02, eta: 19:30:49, time: 1.689, data_time: 0.658, memory: 6199, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.3334, loss: 2.3334, grad_norm: 2.1190 2020-08-02 18:12:16,189 - mmaction - INFO - Epoch [186][40/940] lr: 7.123e-02, eta: 19:30:27, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.4820, top5_acc: 0.7100, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.1005 2020-08-02 18:12:36,867 - mmaction - INFO - Epoch [186][60/940] lr: 7.123e-02, eta: 19:30:06, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.4756, top5_acc: 0.7072, loss_cls: 2.3279, loss: 2.3279, grad_norm: 2.1630 2020-08-02 18:12:58,440 - mmaction - INFO - Epoch [186][80/940] lr: 7.123e-02, eta: 19:29:45, time: 1.080, data_time: 0.005, memory: 6199, top1_acc: 0.4805, top5_acc: 0.7170, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.1714 2020-08-02 18:13:18,839 - mmaction - INFO - Epoch [186][100/940] lr: 7.123e-02, eta: 19:29:24, time: 1.019, data_time: 0.004, memory: 6199, top1_acc: 0.4674, top5_acc: 0.7002, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.1838 2020-08-02 18:13:41,069 - mmaction - INFO - Epoch [186][120/940] lr: 7.123e-02, eta: 19:29:03, time: 1.108, data_time: 0.006, memory: 6199, top1_acc: 0.4688, top5_acc: 0.7096, loss_cls: 2.3484, loss: 2.3484, grad_norm: 2.1536 2020-08-02 18:14:02,045 - mmaction - INFO - Epoch [186][140/940] lr: 7.123e-02, eta: 19:28:42, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.4533, top5_acc: 0.7031, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.1315 2020-08-02 18:14:22,841 - mmaction - INFO - Epoch [186][160/940] lr: 7.123e-02, eta: 19:28:21, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4695, top5_acc: 0.7090, loss_cls: 2.3167, loss: 2.3167, grad_norm: 2.1068 2020-08-02 18:14:44,153 - mmaction - INFO - Epoch [186][180/940] lr: 7.123e-02, eta: 19:28:00, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.4693, top5_acc: 0.7064, loss_cls: 2.3449, loss: 2.3449, grad_norm: 2.1076 2020-08-02 18:15:05,272 - mmaction - INFO - Epoch [186][200/940] lr: 7.123e-02, eta: 19:27:39, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.4604, top5_acc: 0.7018, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.1468 2020-08-02 18:15:27,129 - mmaction - INFO - Epoch [186][220/940] lr: 7.123e-02, eta: 19:27:18, time: 1.092, data_time: 0.002, memory: 6199, top1_acc: 0.4594, top5_acc: 0.7027, loss_cls: 2.3978, loss: 2.3978, grad_norm: 2.1293 2020-08-02 18:15:47,626 - mmaction - INFO - Epoch [186][240/940] lr: 7.123e-02, eta: 19:26:57, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.4609, top5_acc: 0.6943, loss_cls: 2.4076, loss: 2.4076, grad_norm: 2.0956 2020-08-02 18:16:08,079 - mmaction - INFO - Epoch [186][260/940] lr: 7.123e-02, eta: 19:26:36, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4734, top5_acc: 0.7113, loss_cls: 2.3263, loss: 2.3263, grad_norm: 2.1130 2020-08-02 18:16:30,172 - mmaction - INFO - Epoch [186][280/940] lr: 7.123e-02, eta: 19:26:15, time: 1.104, data_time: 0.007, memory: 6199, top1_acc: 0.4648, top5_acc: 0.7035, loss_cls: 2.3716, loss: 2.3716, grad_norm: 2.1262 2020-08-02 18:16:50,770 - mmaction - INFO - Epoch [186][300/940] lr: 7.123e-02, eta: 19:25:54, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.4814, top5_acc: 0.7178, loss_cls: 2.3034, loss: 2.3034, grad_norm: 2.1336 2020-08-02 18:17:11,461 - mmaction - INFO - Epoch [186][320/940] lr: 7.123e-02, eta: 19:25:33, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7051, loss_cls: 2.3334, loss: 2.3334, grad_norm: 2.1214 2020-08-02 18:17:31,735 - mmaction - INFO - Epoch [186][340/940] lr: 7.123e-02, eta: 19:25:11, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.1260 2020-08-02 18:17:52,101 - mmaction - INFO - Epoch [186][360/940] lr: 7.123e-02, eta: 19:24:50, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4723, top5_acc: 0.7096, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.1168 2020-08-02 18:18:13,616 - mmaction - INFO - Epoch [186][380/940] lr: 7.123e-02, eta: 19:24:29, time: 1.076, data_time: 0.004, memory: 6199, top1_acc: 0.4646, top5_acc: 0.7025, loss_cls: 2.3745, loss: 2.3745, grad_norm: 2.1394 2020-08-02 18:18:33,961 - mmaction - INFO - Epoch [186][400/940] lr: 7.123e-02, eta: 19:24:08, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4615, top5_acc: 0.7000, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.1280 2020-08-02 18:18:54,070 - mmaction - INFO - Epoch [186][420/940] lr: 7.123e-02, eta: 19:23:46, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7074, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.1567 2020-08-02 18:19:14,150 - mmaction - INFO - Epoch [186][440/940] lr: 7.123e-02, eta: 19:23:25, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.1208 2020-08-02 18:19:35,015 - mmaction - INFO - Epoch [186][460/940] lr: 7.123e-02, eta: 19:23:04, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.4562, top5_acc: 0.7053, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.1678 2020-08-02 18:19:54,948 - mmaction - INFO - Epoch [186][480/940] lr: 7.123e-02, eta: 19:22:42, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.4703, top5_acc: 0.7154, loss_cls: 2.3158, loss: 2.3158, grad_norm: 2.1338 2020-08-02 18:20:15,223 - mmaction - INFO - Epoch [186][500/940] lr: 7.123e-02, eta: 19:22:21, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.4752, top5_acc: 0.7213, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.1626 2020-08-02 18:20:35,959 - mmaction - INFO - Epoch [186][520/940] lr: 7.123e-02, eta: 19:22:00, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4760, top5_acc: 0.7195, loss_cls: 2.3022, loss: 2.3022, grad_norm: 2.1074 2020-08-02 18:20:57,481 - mmaction - INFO - Epoch [186][540/940] lr: 7.123e-02, eta: 19:21:39, time: 1.076, data_time: 0.004, memory: 6199, top1_acc: 0.4664, top5_acc: 0.7092, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.1366 2020-08-02 18:21:18,818 - mmaction - INFO - Epoch [186][560/940] lr: 7.123e-02, eta: 19:21:18, time: 1.067, data_time: 0.003, memory: 6199, top1_acc: 0.4572, top5_acc: 0.6973, loss_cls: 2.3948, loss: 2.3948, grad_norm: 2.1510 2020-08-02 18:21:39,505 - mmaction - INFO - Epoch [186][580/940] lr: 7.123e-02, eta: 19:20:57, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4705, top5_acc: 0.7004, loss_cls: 2.3842, loss: 2.3842, grad_norm: 2.1375 2020-08-02 18:21:59,868 - mmaction - INFO - Epoch [186][600/940] lr: 7.123e-02, eta: 19:20:35, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7082, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.1089 2020-08-02 18:22:19,973 - mmaction - INFO - Epoch [186][620/940] lr: 7.123e-02, eta: 19:20:14, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4568, top5_acc: 0.7016, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.1654 2020-08-02 18:22:40,198 - mmaction - INFO - Epoch [186][640/940] lr: 7.123e-02, eta: 19:19:53, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.1660 2020-08-02 18:23:00,896 - mmaction - INFO - Epoch [186][660/940] lr: 7.123e-02, eta: 19:19:32, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7082, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.1553 2020-08-02 18:23:21,614 - mmaction - INFO - Epoch [186][680/940] lr: 7.123e-02, eta: 19:19:10, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.4760, top5_acc: 0.7168, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.1140 2020-08-02 18:23:41,938 - mmaction - INFO - Epoch [186][700/940] lr: 7.123e-02, eta: 19:18:49, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.4617, top5_acc: 0.7068, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.1550 2020-08-02 18:24:02,284 - mmaction - INFO - Epoch [186][720/940] lr: 7.123e-02, eta: 19:18:28, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.4486, top5_acc: 0.6953, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.1703 2020-08-02 18:24:22,890 - mmaction - INFO - Epoch [186][740/940] lr: 7.123e-02, eta: 19:18:06, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.4488, top5_acc: 0.6865, loss_cls: 2.4341, loss: 2.4341, grad_norm: 2.1580 2020-08-02 18:24:43,245 - mmaction - INFO - Epoch [186][760/940] lr: 7.123e-02, eta: 19:17:45, time: 1.023, data_time: 0.011, memory: 6199, top1_acc: 0.4676, top5_acc: 0.7143, loss_cls: 2.3394, loss: 2.3394, grad_norm: 2.1421 2020-08-02 18:25:03,424 - mmaction - INFO - Epoch [186][780/940] lr: 7.123e-02, eta: 19:17:24, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.4768, top5_acc: 0.7119, loss_cls: 2.3080, loss: 2.3080, grad_norm: 2.1146 2020-08-02 18:25:23,304 - mmaction - INFO - Epoch [186][800/940] lr: 7.123e-02, eta: 19:17:02, time: 0.992, data_time: 0.002, memory: 6199, top1_acc: 0.4600, top5_acc: 0.6977, loss_cls: 2.3857, loss: 2.3857, grad_norm: 2.1694 2020-08-02 18:25:43,451 - mmaction - INFO - Epoch [186][820/940] lr: 7.123e-02, eta: 19:16:41, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7107, loss_cls: 2.3315, loss: 2.3315, grad_norm: 2.1276 2020-08-02 18:26:03,655 - mmaction - INFO - Epoch [186][840/940] lr: 7.123e-02, eta: 19:16:19, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.4619, top5_acc: 0.7002, loss_cls: 2.3861, loss: 2.3861, grad_norm: 2.1568 2020-08-02 18:26:23,917 - mmaction - INFO - Epoch [186][860/940] lr: 7.123e-02, eta: 19:15:58, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4623, top5_acc: 0.7059, loss_cls: 2.3664, loss: 2.3664, grad_norm: 2.1521 2020-08-02 18:26:44,200 - mmaction - INFO - Epoch [186][880/940] lr: 7.123e-02, eta: 19:15:37, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.4549, top5_acc: 0.6980, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.1601 2020-08-02 18:27:04,681 - mmaction - INFO - Epoch [186][900/940] lr: 7.123e-02, eta: 19:15:15, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.4613, top5_acc: 0.7031, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.1802 2020-08-02 18:27:25,632 - mmaction - INFO - Epoch [186][920/940] lr: 7.123e-02, eta: 19:14:54, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.4645, top5_acc: 0.6973, loss_cls: 2.3788, loss: 2.3788, grad_norm: 2.1175 2020-08-02 18:27:45,136 - mmaction - INFO - Epoch [186][940/940] lr: 7.123e-02, eta: 19:14:33, time: 0.973, data_time: 0.010, memory: 6199, top1_acc: 0.4637, top5_acc: 0.7104, loss_cls: 2.3542, loss: 2.3542, grad_norm: 2.1678 2020-08-02 18:28:16,117 - mmaction - INFO - Epoch [187][20/940] lr: 6.937e-02, eta: 19:14:15, time: 1.529, data_time: 0.546, memory: 6199, top1_acc: 0.4707, top5_acc: 0.7213, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.1464 2020-08-02 18:28:36,260 - mmaction - INFO - Epoch [187][40/940] lr: 6.937e-02, eta: 19:13:54, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.4723, top5_acc: 0.7143, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.1592 2020-08-02 18:28:56,683 - mmaction - INFO - Epoch [187][60/940] lr: 6.937e-02, eta: 19:13:33, time: 1.017, data_time: 0.002, memory: 6199, top1_acc: 0.4707, top5_acc: 0.7145, loss_cls: 2.3200, loss: 2.3200, grad_norm: 2.1709 2020-08-02 18:29:17,620 - mmaction - INFO - Epoch [187][80/940] lr: 6.937e-02, eta: 19:13:11, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.4805, top5_acc: 0.7160, loss_cls: 2.2997, loss: 2.2997, grad_norm: 2.1987 2020-08-02 18:29:37,957 - mmaction - INFO - Epoch [187][100/940] lr: 6.937e-02, eta: 19:12:50, time: 1.015, data_time: 0.002, memory: 6199, top1_acc: 0.4648, top5_acc: 0.6939, loss_cls: 2.3802, loss: 2.3802, grad_norm: 2.1833 2020-08-02 18:29:58,452 - mmaction - INFO - Epoch [187][120/940] lr: 6.937e-02, eta: 19:12:29, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.4746, top5_acc: 0.7031, loss_cls: 2.3302, loss: 2.3302, grad_norm: 2.1288 2020-08-02 18:30:19,314 - mmaction - INFO - Epoch [187][140/940] lr: 6.937e-02, eta: 19:12:08, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.4703, top5_acc: 0.7146, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.1652 2020-08-02 18:30:39,991 - mmaction - INFO - Epoch [187][160/940] lr: 6.937e-02, eta: 19:11:47, time: 1.034, data_time: 0.012, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7113, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.1716 2020-08-02 18:31:00,256 - mmaction - INFO - Epoch [187][180/940] lr: 6.937e-02, eta: 19:11:25, time: 1.013, data_time: 0.011, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7135, loss_cls: 2.3094, loss: 2.3094, grad_norm: 2.1630 2020-08-02 18:31:20,447 - mmaction - INFO - Epoch [187][200/940] lr: 6.937e-02, eta: 19:11:04, time: 1.013, data_time: 0.010, memory: 6199, top1_acc: 0.4715, top5_acc: 0.7016, loss_cls: 2.3453, loss: 2.3453, grad_norm: 2.1150 2020-08-02 18:31:41,103 - mmaction - INFO - Epoch [187][220/940] lr: 6.937e-02, eta: 19:10:43, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4658, top5_acc: 0.7068, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.1686 2020-08-02 18:32:01,188 - mmaction - INFO - Epoch [187][240/940] lr: 6.937e-02, eta: 19:10:21, time: 1.003, data_time: 0.002, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7176, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.1549 2020-08-02 18:32:21,306 - mmaction - INFO - Epoch [187][260/940] lr: 6.937e-02, eta: 19:10:00, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.4770, top5_acc: 0.7074, loss_cls: 2.3360, loss: 2.3360, grad_norm: 2.1560 2020-08-02 18:32:42,332 - mmaction - INFO - Epoch [187][280/940] lr: 6.937e-02, eta: 19:09:39, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.4605, top5_acc: 0.6865, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.1684 2020-08-02 18:33:02,652 - mmaction - INFO - Epoch [187][300/940] lr: 6.937e-02, eta: 19:09:17, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4723, top5_acc: 0.7045, loss_cls: 2.3444, loss: 2.3444, grad_norm: 2.1439 2020-08-02 18:33:23,645 - mmaction - INFO - Epoch [187][320/940] lr: 6.937e-02, eta: 19:08:56, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4781, top5_acc: 0.7033, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.1223 2020-08-02 18:33:44,332 - mmaction - INFO - Epoch [187][340/940] lr: 6.937e-02, eta: 19:08:35, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.4668, top5_acc: 0.7074, loss_cls: 2.3546, loss: 2.3546, grad_norm: 2.1299 2020-08-02 18:34:05,476 - mmaction - INFO - Epoch [187][360/940] lr: 6.937e-02, eta: 19:08:14, time: 1.052, data_time: 0.010, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7238, loss_cls: 2.2782, loss: 2.2782, grad_norm: 2.2214 2020-08-02 18:34:27,104 - mmaction - INFO - Epoch [187][380/940] lr: 6.937e-02, eta: 19:07:53, time: 1.088, data_time: 0.010, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7096, loss_cls: 2.3583, loss: 2.3583, grad_norm: 2.1765 2020-08-02 18:34:47,808 - mmaction - INFO - Epoch [187][400/940] lr: 6.937e-02, eta: 19:07:32, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.4637, top5_acc: 0.7035, loss_cls: 2.3783, loss: 2.3783, grad_norm: 2.2002 2020-08-02 18:35:08,478 - mmaction - INFO - Epoch [187][420/940] lr: 6.937e-02, eta: 19:07:11, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4760, top5_acc: 0.7129, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.1429 2020-08-02 18:35:29,269 - mmaction - INFO - Epoch [187][440/940] lr: 6.937e-02, eta: 19:06:50, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4750, top5_acc: 0.7051, loss_cls: 2.3420, loss: 2.3420, grad_norm: 2.1636 2020-08-02 18:35:49,918 - mmaction - INFO - Epoch [187][460/940] lr: 6.937e-02, eta: 19:06:28, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.4891, top5_acc: 0.7174, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.1224 2020-08-02 18:36:11,941 - mmaction - INFO - Epoch [187][480/940] lr: 6.937e-02, eta: 19:06:08, time: 1.104, data_time: 0.008, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7143, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.1816 2020-08-02 18:36:32,105 - mmaction - INFO - Epoch [187][500/940] lr: 6.937e-02, eta: 19:05:46, time: 1.006, data_time: 0.002, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7145, loss_cls: 2.3151, loss: 2.3151, grad_norm: 2.1696 2020-08-02 18:36:53,330 - mmaction - INFO - Epoch [187][520/940] lr: 6.937e-02, eta: 19:05:25, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.4525, top5_acc: 0.6967, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.2366 2020-08-02 18:37:15,387 - mmaction - INFO - Epoch [187][540/940] lr: 6.937e-02, eta: 19:05:05, time: 1.100, data_time: 0.009, memory: 6199, top1_acc: 0.4602, top5_acc: 0.7041, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.1371 2020-08-02 18:37:36,162 - mmaction - INFO - Epoch [187][560/940] lr: 6.937e-02, eta: 19:04:44, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.4607, top5_acc: 0.7035, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.1710 2020-08-02 18:37:56,810 - mmaction - INFO - Epoch [187][580/940] lr: 6.937e-02, eta: 19:04:22, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.4689, top5_acc: 0.7137, loss_cls: 2.3405, loss: 2.3405, grad_norm: 2.1917 2020-08-02 18:38:17,638 - mmaction - INFO - Epoch [187][600/940] lr: 6.937e-02, eta: 19:04:01, time: 1.041, data_time: 0.003, memory: 6199, top1_acc: 0.4801, top5_acc: 0.7109, loss_cls: 2.3298, loss: 2.3298, grad_norm: 2.1774 2020-08-02 18:38:37,780 - mmaction - INFO - Epoch [187][620/940] lr: 6.937e-02, eta: 19:03:40, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.4730, top5_acc: 0.7090, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.1733 2020-08-02 18:38:58,348 - mmaction - INFO - Epoch [187][640/940] lr: 6.937e-02, eta: 19:03:19, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3650, loss: 2.3650, grad_norm: 2.1855 2020-08-02 18:39:18,560 - mmaction - INFO - Epoch [187][660/940] lr: 6.937e-02, eta: 19:02:57, time: 1.009, data_time: 0.002, memory: 6199, top1_acc: 0.4781, top5_acc: 0.7027, loss_cls: 2.3144, loss: 2.3144, grad_norm: 2.1317 2020-08-02 18:39:38,938 - mmaction - INFO - Epoch [187][680/940] lr: 6.937e-02, eta: 19:02:36, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.4762, top5_acc: 0.7111, loss_cls: 2.3171, loss: 2.3171, grad_norm: 2.1745 2020-08-02 18:39:59,008 - mmaction - INFO - Epoch [187][700/940] lr: 6.937e-02, eta: 19:02:14, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.4643, top5_acc: 0.6881, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.1865 2020-08-02 18:40:19,764 - mmaction - INFO - Epoch [187][720/940] lr: 6.937e-02, eta: 19:01:53, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4770, top5_acc: 0.7137, loss_cls: 2.3313, loss: 2.3313, grad_norm: 2.1507 2020-08-02 18:40:40,549 - mmaction - INFO - Epoch [187][740/940] lr: 6.937e-02, eta: 19:01:32, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.4582, top5_acc: 0.7059, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.2098 2020-08-02 18:41:00,820 - mmaction - INFO - Epoch [187][760/940] lr: 6.937e-02, eta: 19:01:11, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.4611, top5_acc: 0.7020, loss_cls: 2.3774, loss: 2.3774, grad_norm: 2.1835 2020-08-02 18:41:21,833 - mmaction - INFO - Epoch [187][780/940] lr: 6.937e-02, eta: 19:00:50, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.4604, top5_acc: 0.7035, loss_cls: 2.3947, loss: 2.3947, grad_norm: 2.1833 2020-08-02 18:41:42,659 - mmaction - INFO - Epoch [187][800/940] lr: 6.937e-02, eta: 19:00:29, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.4689, top5_acc: 0.7105, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.1478 2020-08-02 18:42:03,765 - mmaction - INFO - Epoch [187][820/940] lr: 6.937e-02, eta: 19:00:08, time: 1.058, data_time: 0.011, memory: 6199, top1_acc: 0.4652, top5_acc: 0.7066, loss_cls: 2.3791, loss: 2.3791, grad_norm: 2.1884 2020-08-02 18:42:24,835 - mmaction - INFO - Epoch [187][840/940] lr: 6.937e-02, eta: 18:59:47, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3594, loss: 2.3594, grad_norm: 2.1904 2020-08-02 18:42:45,315 - mmaction - INFO - Epoch [187][860/940] lr: 6.937e-02, eta: 18:59:25, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4795, top5_acc: 0.7180, loss_cls: 2.3253, loss: 2.3253, grad_norm: 2.1642 2020-08-02 18:43:07,519 - mmaction - INFO - Epoch [187][880/940] lr: 6.937e-02, eta: 18:59:05, time: 1.108, data_time: 0.004, memory: 6199, top1_acc: 0.4652, top5_acc: 0.7033, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.1787 2020-08-02 18:43:27,679 - mmaction - INFO - Epoch [187][900/940] lr: 6.937e-02, eta: 18:58:43, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.4719, top5_acc: 0.7070, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.1531 2020-08-02 18:43:48,710 - mmaction - INFO - Epoch [187][920/940] lr: 6.937e-02, eta: 18:58:22, time: 1.051, data_time: 0.004, memory: 6199, top1_acc: 0.4607, top5_acc: 0.6947, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.1855 2020-08-02 18:44:07,948 - mmaction - INFO - Epoch [187][940/940] lr: 6.937e-02, eta: 18:58:00, time: 0.959, data_time: 0.006, memory: 6199, top1_acc: 0.4754, top5_acc: 0.7218, loss_cls: 2.3013, loss: 2.3013, grad_norm: 2.1379 2020-08-02 18:44:38,360 - mmaction - INFO - Epoch [188][20/940] lr: 6.752e-02, eta: 18:57:43, time: 1.504, data_time: 0.449, memory: 6199, top1_acc: 0.4721, top5_acc: 0.7160, loss_cls: 2.3180, loss: 2.3180, grad_norm: 2.1630 2020-08-02 18:44:58,470 - mmaction - INFO - Epoch [188][40/940] lr: 6.752e-02, eta: 18:57:21, time: 1.005, data_time: 0.011, memory: 6199, top1_acc: 0.4695, top5_acc: 0.7107, loss_cls: 2.3485, loss: 2.3485, grad_norm: 2.1619 2020-08-02 18:45:18,398 - mmaction - INFO - Epoch [188][60/940] lr: 6.752e-02, eta: 18:57:00, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4760, top5_acc: 0.7090, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.1904 2020-08-02 18:45:38,372 - mmaction - INFO - Epoch [188][80/940] lr: 6.752e-02, eta: 18:56:38, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7148, loss_cls: 2.3080, loss: 2.3080, grad_norm: 2.1729 2020-08-02 18:45:58,718 - mmaction - INFO - Epoch [188][100/940] lr: 6.752e-02, eta: 18:56:17, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.4736, top5_acc: 0.7129, loss_cls: 2.3261, loss: 2.3261, grad_norm: 2.1616 2020-08-02 18:46:19,061 - mmaction - INFO - Epoch [188][120/940] lr: 6.752e-02, eta: 18:55:56, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.4637, top5_acc: 0.7082, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.1874 2020-08-02 18:46:39,301 - mmaction - INFO - Epoch [188][140/940] lr: 6.752e-02, eta: 18:55:34, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.4832, top5_acc: 0.7123, loss_cls: 2.2901, loss: 2.2901, grad_norm: 2.1471 2020-08-02 18:46:59,622 - mmaction - INFO - Epoch [188][160/940] lr: 6.752e-02, eta: 18:55:13, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4818, top5_acc: 0.7230, loss_cls: 2.2688, loss: 2.2688, grad_norm: 2.1453 2020-08-02 18:47:19,770 - mmaction - INFO - Epoch [188][180/940] lr: 6.752e-02, eta: 18:54:52, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4854, top5_acc: 0.7203, loss_cls: 2.2737, loss: 2.2737, grad_norm: 2.1989 2020-08-02 18:47:40,165 - mmaction - INFO - Epoch [188][200/940] lr: 6.752e-02, eta: 18:54:30, time: 1.016, data_time: 0.011, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7092, loss_cls: 2.3309, loss: 2.3309, grad_norm: 2.1941 2020-08-02 18:48:00,968 - mmaction - INFO - Epoch [188][220/940] lr: 6.752e-02, eta: 18:54:09, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.4668, top5_acc: 0.7129, loss_cls: 2.3132, loss: 2.3132, grad_norm: 2.1584 2020-08-02 18:48:21,805 - mmaction - INFO - Epoch [188][240/940] lr: 6.752e-02, eta: 18:53:48, time: 1.042, data_time: 0.002, memory: 6199, top1_acc: 0.4754, top5_acc: 0.7205, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.2107 2020-08-02 18:48:42,016 - mmaction - INFO - Epoch [188][260/940] lr: 6.752e-02, eta: 18:53:27, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7195, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.1923 2020-08-02 18:49:02,178 - mmaction - INFO - Epoch [188][280/940] lr: 6.752e-02, eta: 18:53:05, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.4764, top5_acc: 0.7115, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.1804 2020-08-02 18:49:21,854 - mmaction - INFO - Epoch [188][300/940] lr: 6.752e-02, eta: 18:52:44, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.4676, top5_acc: 0.7090, loss_cls: 2.3294, loss: 2.3294, grad_norm: 2.1634 2020-08-02 18:49:42,281 - mmaction - INFO - Epoch [188][320/940] lr: 6.752e-02, eta: 18:52:23, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7215, loss_cls: 2.2682, loss: 2.2682, grad_norm: 2.1395 2020-08-02 18:50:02,989 - mmaction - INFO - Epoch [188][340/940] lr: 6.752e-02, eta: 18:52:01, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4703, top5_acc: 0.7061, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.1941 2020-08-02 18:50:23,619 - mmaction - INFO - Epoch [188][360/940] lr: 6.752e-02, eta: 18:51:40, time: 1.031, data_time: 0.002, memory: 6199, top1_acc: 0.4646, top5_acc: 0.7076, loss_cls: 2.3465, loss: 2.3465, grad_norm: 2.2267 2020-08-02 18:50:44,962 - mmaction - INFO - Epoch [188][380/940] lr: 6.752e-02, eta: 18:51:19, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.4734, top5_acc: 0.7186, loss_cls: 2.2971, loss: 2.2971, grad_norm: 2.1945 2020-08-02 18:51:06,685 - mmaction - INFO - Epoch [188][400/940] lr: 6.752e-02, eta: 18:50:58, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.4826, top5_acc: 0.7260, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.1731 2020-08-02 18:51:26,741 - mmaction - INFO - Epoch [188][420/940] lr: 6.752e-02, eta: 18:50:37, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4666, top5_acc: 0.7021, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.2249 2020-08-02 18:51:48,633 - mmaction - INFO - Epoch [188][440/940] lr: 6.752e-02, eta: 18:50:16, time: 1.092, data_time: 0.006, memory: 6199, top1_acc: 0.4832, top5_acc: 0.7180, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.2083 2020-08-02 18:52:09,685 - mmaction - INFO - Epoch [188][460/940] lr: 6.752e-02, eta: 18:49:55, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.4572, top5_acc: 0.7051, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.1676 2020-08-02 18:52:32,142 - mmaction - INFO - Epoch [188][480/940] lr: 6.752e-02, eta: 18:49:35, time: 1.119, data_time: 0.008, memory: 6199, top1_acc: 0.4658, top5_acc: 0.7076, loss_cls: 2.3532, loss: 2.3532, grad_norm: 2.1656 2020-08-02 18:52:53,516 - mmaction - INFO - Epoch [188][500/940] lr: 6.752e-02, eta: 18:49:14, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7137, loss_cls: 2.3114, loss: 2.3114, grad_norm: 2.1792 2020-08-02 18:53:14,203 - mmaction - INFO - Epoch [188][520/940] lr: 6.752e-02, eta: 18:48:52, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4740, top5_acc: 0.7146, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.2231 2020-08-02 18:53:34,926 - mmaction - INFO - Epoch [188][540/940] lr: 6.752e-02, eta: 18:48:31, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.4730, top5_acc: 0.7055, loss_cls: 2.3487, loss: 2.3487, grad_norm: 2.1877 2020-08-02 18:53:55,170 - mmaction - INFO - Epoch [188][560/940] lr: 6.752e-02, eta: 18:48:10, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.4740, top5_acc: 0.7010, loss_cls: 2.3323, loss: 2.3323, grad_norm: 2.1684 2020-08-02 18:54:15,939 - mmaction - INFO - Epoch [188][580/940] lr: 6.752e-02, eta: 18:47:49, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7090, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.2026 2020-08-02 18:54:36,237 - mmaction - INFO - Epoch [188][600/940] lr: 6.752e-02, eta: 18:47:27, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.4701, top5_acc: 0.7156, loss_cls: 2.3088, loss: 2.3088, grad_norm: 2.1384 2020-08-02 18:54:56,398 - mmaction - INFO - Epoch [188][620/940] lr: 6.752e-02, eta: 18:47:06, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.4795, top5_acc: 0.7148, loss_cls: 2.3157, loss: 2.3157, grad_norm: 2.1674 2020-08-02 18:55:17,269 - mmaction - INFO - Epoch [188][640/940] lr: 6.752e-02, eta: 18:46:45, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.4789, top5_acc: 0.7039, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.2276 2020-08-02 18:55:37,587 - mmaction - INFO - Epoch [188][660/940] lr: 6.752e-02, eta: 18:46:24, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4695, top5_acc: 0.7064, loss_cls: 2.3335, loss: 2.3335, grad_norm: 2.1541 2020-08-02 18:55:58,880 - mmaction - INFO - Epoch [188][680/940] lr: 6.752e-02, eta: 18:46:03, time: 1.060, data_time: 0.002, memory: 6199, top1_acc: 0.4537, top5_acc: 0.7014, loss_cls: 2.3967, loss: 2.3967, grad_norm: 2.1994 2020-08-02 18:56:19,262 - mmaction - INFO - Epoch [188][700/940] lr: 6.752e-02, eta: 18:45:41, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.4604, top5_acc: 0.7125, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.1823 2020-08-02 18:56:39,669 - mmaction - INFO - Epoch [188][720/940] lr: 6.752e-02, eta: 18:45:20, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.4660, top5_acc: 0.7053, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.1813 2020-08-02 18:57:00,035 - mmaction - INFO - Epoch [188][740/940] lr: 6.752e-02, eta: 18:44:59, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.4730, top5_acc: 0.7160, loss_cls: 2.3054, loss: 2.3054, grad_norm: 2.1590 2020-08-02 18:57:20,638 - mmaction - INFO - Epoch [188][760/940] lr: 6.752e-02, eta: 18:44:38, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.4680, top5_acc: 0.7143, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.1851 2020-08-02 18:57:41,158 - mmaction - INFO - Epoch [188][780/940] lr: 6.752e-02, eta: 18:44:16, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4717, top5_acc: 0.7172, loss_cls: 2.3062, loss: 2.3062, grad_norm: 2.2069 2020-08-02 18:58:01,606 - mmaction - INFO - Epoch [188][800/940] lr: 6.752e-02, eta: 18:43:55, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4596, top5_acc: 0.7043, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.2107 2020-08-02 18:58:22,222 - mmaction - INFO - Epoch [188][820/940] lr: 6.752e-02, eta: 18:43:34, time: 1.028, data_time: 0.002, memory: 6199, top1_acc: 0.4678, top5_acc: 0.7018, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.1986 2020-08-02 18:58:42,799 - mmaction - INFO - Epoch [188][840/940] lr: 6.752e-02, eta: 18:43:13, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.4744, top5_acc: 0.7076, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.1862 2020-08-02 18:59:03,414 - mmaction - INFO - Epoch [188][860/940] lr: 6.752e-02, eta: 18:42:51, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3248, loss: 2.3248, grad_norm: 2.1940 2020-08-02 18:59:24,217 - mmaction - INFO - Epoch [188][880/940] lr: 6.752e-02, eta: 18:42:30, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4691, top5_acc: 0.7012, loss_cls: 2.3736, loss: 2.3736, grad_norm: 2.2026 2020-08-02 18:59:44,164 - mmaction - INFO - Epoch [188][900/940] lr: 6.752e-02, eta: 18:42:09, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4732, top5_acc: 0.7084, loss_cls: 2.3394, loss: 2.3394, grad_norm: 2.1757 2020-08-02 19:00:06,721 - mmaction - INFO - Epoch [188][920/940] lr: 6.752e-02, eta: 18:41:48, time: 1.118, data_time: 0.007, memory: 6199, top1_acc: 0.4697, top5_acc: 0.7109, loss_cls: 2.3438, loss: 2.3438, grad_norm: 2.2315 2020-08-02 19:00:25,520 - mmaction - INFO - Epoch [188][940/940] lr: 6.752e-02, eta: 18:41:26, time: 0.951, data_time: 0.018, memory: 6199, top1_acc: 0.4732, top5_acc: 0.7064, loss_cls: 2.3573, loss: 2.3573, grad_norm: 2.2044 2020-08-02 19:00:25,916 - mmaction - INFO - Saving checkpoint at 188 epochs 2020-08-02 19:01:27,877 - mmaction - INFO - Epoch [189][20/940] lr: 6.569e-02, eta: 18:41:19, time: 3.003, data_time: 0.488, memory: 6199, top1_acc: 0.4705, top5_acc: 0.7086, loss_cls: 2.3262, loss: 2.3262, grad_norm: 2.1971 2020-08-02 19:01:47,621 - mmaction - INFO - Epoch [189][40/940] lr: 6.569e-02, eta: 18:40:58, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.4832, top5_acc: 0.7109, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.1565 2020-08-02 19:02:08,038 - mmaction - INFO - Epoch [189][60/940] lr: 6.569e-02, eta: 18:40:37, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.4746, top5_acc: 0.7105, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.1563 2020-08-02 19:02:27,944 - mmaction - INFO - Epoch [189][80/940] lr: 6.569e-02, eta: 18:40:15, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4762, top5_acc: 0.7025, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.2042 2020-08-02 19:02:49,478 - mmaction - INFO - Epoch [189][100/940] lr: 6.569e-02, eta: 18:39:54, time: 1.078, data_time: 0.004, memory: 6199, top1_acc: 0.4760, top5_acc: 0.7209, loss_cls: 2.3024, loss: 2.3024, grad_norm: 2.2601 2020-08-02 19:03:10,391 - mmaction - INFO - Epoch [189][120/940] lr: 6.569e-02, eta: 18:39:33, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.4861, top5_acc: 0.7211, loss_cls: 2.2859, loss: 2.2859, grad_norm: 2.1914 2020-08-02 19:03:32,607 - mmaction - INFO - Epoch [189][140/940] lr: 6.569e-02, eta: 18:39:13, time: 1.108, data_time: 0.008, memory: 6199, top1_acc: 0.4654, top5_acc: 0.7129, loss_cls: 2.3576, loss: 2.3576, grad_norm: 2.2325 2020-08-02 19:03:53,458 - mmaction - INFO - Epoch [189][160/940] lr: 6.569e-02, eta: 18:38:51, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4717, top5_acc: 0.7035, loss_cls: 2.3337, loss: 2.3337, grad_norm: 2.1859 2020-08-02 19:04:14,360 - mmaction - INFO - Epoch [189][180/940] lr: 6.569e-02, eta: 18:38:30, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7131, loss_cls: 2.2700, loss: 2.2700, grad_norm: 2.1944 2020-08-02 19:04:36,024 - mmaction - INFO - Epoch [189][200/940] lr: 6.569e-02, eta: 18:38:09, time: 1.084, data_time: 0.004, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7088, loss_cls: 2.3415, loss: 2.3415, grad_norm: 2.2305 2020-08-02 19:04:57,973 - mmaction - INFO - Epoch [189][220/940] lr: 6.569e-02, eta: 18:37:49, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.4783, top5_acc: 0.7234, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.2285 2020-08-02 19:05:19,440 - mmaction - INFO - Epoch [189][240/940] lr: 6.569e-02, eta: 18:37:28, time: 1.077, data_time: 0.008, memory: 6199, top1_acc: 0.4787, top5_acc: 0.7184, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.1882 2020-08-02 19:05:41,593 - mmaction - INFO - Epoch [189][260/940] lr: 6.569e-02, eta: 18:37:07, time: 1.103, data_time: 0.008, memory: 6199, top1_acc: 0.4707, top5_acc: 0.7129, loss_cls: 2.3241, loss: 2.3241, grad_norm: 2.2166 2020-08-02 19:06:02,463 - mmaction - INFO - Epoch [189][280/940] lr: 6.569e-02, eta: 18:36:46, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.4738, top5_acc: 0.7100, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.2197 2020-08-02 19:06:23,485 - mmaction - INFO - Epoch [189][300/940] lr: 6.569e-02, eta: 18:36:25, time: 1.048, data_time: 0.005, memory: 6199, top1_acc: 0.4779, top5_acc: 0.7139, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.2143 2020-08-02 19:06:44,638 - mmaction - INFO - Epoch [189][320/940] lr: 6.569e-02, eta: 18:36:04, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7102, loss_cls: 2.2999, loss: 2.2999, grad_norm: 2.1950 2020-08-02 19:07:05,425 - mmaction - INFO - Epoch [189][340/940] lr: 6.569e-02, eta: 18:35:43, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4805, top5_acc: 0.7182, loss_cls: 2.3069, loss: 2.3069, grad_norm: 2.1949 2020-08-02 19:07:27,403 - mmaction - INFO - Epoch [189][360/940] lr: 6.569e-02, eta: 18:35:22, time: 1.097, data_time: 0.006, memory: 6199, top1_acc: 0.4781, top5_acc: 0.7150, loss_cls: 2.3053, loss: 2.3053, grad_norm: 2.1755 2020-08-02 19:07:48,487 - mmaction - INFO - Epoch [189][380/940] lr: 6.569e-02, eta: 18:35:01, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.4855, top5_acc: 0.7148, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.1432 2020-08-02 19:08:09,195 - mmaction - INFO - Epoch [189][400/940] lr: 6.569e-02, eta: 18:34:40, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.4877, top5_acc: 0.7242, loss_cls: 2.2767, loss: 2.2767, grad_norm: 2.1931 2020-08-02 19:08:30,171 - mmaction - INFO - Epoch [189][420/940] lr: 6.569e-02, eta: 18:34:19, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.4645, top5_acc: 0.7119, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.2404 2020-08-02 19:08:50,790 - mmaction - INFO - Epoch [189][440/940] lr: 6.569e-02, eta: 18:33:57, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.4678, top5_acc: 0.7109, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.2379 2020-08-02 19:09:10,770 - mmaction - INFO - Epoch [189][460/940] lr: 6.569e-02, eta: 18:33:36, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.4746, top5_acc: 0.7139, loss_cls: 2.3203, loss: 2.3203, grad_norm: 2.2375 2020-08-02 19:09:30,834 - mmaction - INFO - Epoch [189][480/940] lr: 6.569e-02, eta: 18:33:15, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4664, top5_acc: 0.7131, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.2078 2020-08-02 19:09:51,589 - mmaction - INFO - Epoch [189][500/940] lr: 6.569e-02, eta: 18:32:53, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.4764, top5_acc: 0.7061, loss_cls: 2.3192, loss: 2.3192, grad_norm: 2.2367 2020-08-02 19:10:12,076 - mmaction - INFO - Epoch [189][520/940] lr: 6.569e-02, eta: 18:32:32, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7100, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.1931 2020-08-02 19:10:33,469 - mmaction - INFO - Epoch [189][540/940] lr: 6.569e-02, eta: 18:32:11, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.4605, top5_acc: 0.7057, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.2093 2020-08-02 19:10:54,205 - mmaction - INFO - Epoch [189][560/940] lr: 6.569e-02, eta: 18:31:50, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.4631, top5_acc: 0.7105, loss_cls: 2.3544, loss: 2.3544, grad_norm: 2.2147 2020-08-02 19:11:15,231 - mmaction - INFO - Epoch [189][580/940] lr: 6.569e-02, eta: 18:31:29, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.4865, top5_acc: 0.7293, loss_cls: 2.2283, loss: 2.2283, grad_norm: 2.2061 2020-08-02 19:11:36,490 - mmaction - INFO - Epoch [189][600/940] lr: 6.569e-02, eta: 18:31:08, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.4617, top5_acc: 0.7047, loss_cls: 2.3657, loss: 2.3657, grad_norm: 2.2056 2020-08-02 19:11:56,761 - mmaction - INFO - Epoch [189][620/940] lr: 6.569e-02, eta: 18:30:47, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.4557, top5_acc: 0.7047, loss_cls: 2.3587, loss: 2.3587, grad_norm: 2.2565 2020-08-02 19:12:17,987 - mmaction - INFO - Epoch [189][640/940] lr: 6.569e-02, eta: 18:30:26, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.4705, top5_acc: 0.7094, loss_cls: 2.3565, loss: 2.3565, grad_norm: 2.1999 2020-08-02 19:12:39,730 - mmaction - INFO - Epoch [189][660/940] lr: 6.569e-02, eta: 18:30:05, time: 1.084, data_time: 0.009, memory: 6199, top1_acc: 0.4654, top5_acc: 0.7027, loss_cls: 2.3858, loss: 2.3858, grad_norm: 2.2389 2020-08-02 19:13:00,004 - mmaction - INFO - Epoch [189][680/940] lr: 6.569e-02, eta: 18:29:44, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.4787, top5_acc: 0.7262, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.1666 2020-08-02 19:13:20,420 - mmaction - INFO - Epoch [189][700/940] lr: 6.569e-02, eta: 18:29:22, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7115, loss_cls: 2.2915, loss: 2.2915, grad_norm: 2.1758 2020-08-02 19:13:41,064 - mmaction - INFO - Epoch [189][720/940] lr: 6.569e-02, eta: 18:29:01, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.4674, top5_acc: 0.7098, loss_cls: 2.3262, loss: 2.3262, grad_norm: 2.2245 2020-08-02 19:14:01,449 - mmaction - INFO - Epoch [189][740/940] lr: 6.569e-02, eta: 18:28:40, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7195, loss_cls: 2.3030, loss: 2.3030, grad_norm: 2.2135 2020-08-02 19:14:21,864 - mmaction - INFO - Epoch [189][760/940] lr: 6.569e-02, eta: 18:28:18, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.4605, top5_acc: 0.7064, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.2722 2020-08-02 19:14:42,207 - mmaction - INFO - Epoch [189][780/940] lr: 6.569e-02, eta: 18:27:57, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.4654, top5_acc: 0.7057, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.2048 2020-08-02 19:15:03,542 - mmaction - INFO - Epoch [189][800/940] lr: 6.569e-02, eta: 18:27:36, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.4676, top5_acc: 0.7137, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.1858 2020-08-02 19:15:24,767 - mmaction - INFO - Epoch [189][820/940] lr: 6.569e-02, eta: 18:27:15, time: 1.058, data_time: 0.004, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7186, loss_cls: 2.3024, loss: 2.3024, grad_norm: 2.2064 2020-08-02 19:15:45,574 - mmaction - INFO - Epoch [189][840/940] lr: 6.569e-02, eta: 18:26:54, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.4734, top5_acc: 0.7131, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.2044 2020-08-02 19:16:06,748 - mmaction - INFO - Epoch [189][860/940] lr: 6.569e-02, eta: 18:26:33, time: 1.061, data_time: 0.011, memory: 6199, top1_acc: 0.4600, top5_acc: 0.7023, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.2747 2020-08-02 19:16:27,739 - mmaction - INFO - Epoch [189][880/940] lr: 6.569e-02, eta: 18:26:12, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.4600, top5_acc: 0.7006, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.2522 2020-08-02 19:16:49,271 - mmaction - INFO - Epoch [189][900/940] lr: 6.569e-02, eta: 18:25:51, time: 1.074, data_time: 0.009, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7092, loss_cls: 2.3191, loss: 2.3191, grad_norm: 2.2010 2020-08-02 19:17:10,076 - mmaction - INFO - Epoch [189][920/940] lr: 6.569e-02, eta: 18:25:30, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.4742, top5_acc: 0.7213, loss_cls: 2.2797, loss: 2.2797, grad_norm: 2.2158 2020-08-02 19:17:29,757 - mmaction - INFO - Epoch [189][940/940] lr: 6.569e-02, eta: 18:25:08, time: 0.981, data_time: 0.006, memory: 6199, top1_acc: 0.4722, top5_acc: 0.7116, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.2919 2020-08-02 19:18:00,288 - mmaction - INFO - Epoch [190][20/940] lr: 6.388e-02, eta: 18:24:51, time: 1.509, data_time: 0.505, memory: 6199, top1_acc: 0.4768, top5_acc: 0.7195, loss_cls: 2.2768, loss: 2.2768, grad_norm: 2.2081 2020-08-02 19:18:20,829 - mmaction - INFO - Epoch [190][40/940] lr: 6.388e-02, eta: 18:24:29, time: 1.027, data_time: 0.004, memory: 6199, top1_acc: 0.4854, top5_acc: 0.7068, loss_cls: 2.2922, loss: 2.2922, grad_norm: 2.2093 2020-08-02 19:18:42,818 - mmaction - INFO - Epoch [190][60/940] lr: 6.388e-02, eta: 18:24:09, time: 1.101, data_time: 0.009, memory: 6199, top1_acc: 0.4912, top5_acc: 0.7234, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.1958 2020-08-02 19:19:02,958 - mmaction - INFO - Epoch [190][80/940] lr: 6.388e-02, eta: 18:23:47, time: 1.006, data_time: 0.003, memory: 6199, top1_acc: 0.4648, top5_acc: 0.7025, loss_cls: 2.3584, loss: 2.3584, grad_norm: 2.2751 2020-08-02 19:19:24,668 - mmaction - INFO - Epoch [190][100/940] lr: 6.388e-02, eta: 18:23:26, time: 1.087, data_time: 0.007, memory: 6199, top1_acc: 0.4822, top5_acc: 0.7172, loss_cls: 2.2677, loss: 2.2677, grad_norm: 2.2203 2020-08-02 19:19:45,711 - mmaction - INFO - Epoch [190][120/940] lr: 6.388e-02, eta: 18:23:05, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7170, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.2359 2020-08-02 19:20:07,082 - mmaction - INFO - Epoch [190][140/940] lr: 6.388e-02, eta: 18:22:44, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.4740, top5_acc: 0.7197, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.2410 2020-08-02 19:20:27,743 - mmaction - INFO - Epoch [190][160/940] lr: 6.388e-02, eta: 18:22:23, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2745, loss: 2.2745, grad_norm: 2.2390 2020-08-02 19:20:47,885 - mmaction - INFO - Epoch [190][180/940] lr: 6.388e-02, eta: 18:22:02, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.4730, top5_acc: 0.7074, loss_cls: 2.3127, loss: 2.3127, grad_norm: 2.2503 2020-08-02 19:21:08,862 - mmaction - INFO - Epoch [190][200/940] lr: 6.388e-02, eta: 18:21:41, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7201, loss_cls: 2.2897, loss: 2.2897, grad_norm: 2.2053 2020-08-02 19:21:29,364 - mmaction - INFO - Epoch [190][220/940] lr: 6.388e-02, eta: 18:21:19, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4854, top5_acc: 0.7129, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.2233 2020-08-02 19:21:49,228 - mmaction - INFO - Epoch [190][240/940] lr: 6.388e-02, eta: 18:20:58, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.4707, top5_acc: 0.7025, loss_cls: 2.3651, loss: 2.3651, grad_norm: 2.2376 2020-08-02 19:22:09,919 - mmaction - INFO - Epoch [190][260/940] lr: 6.388e-02, eta: 18:20:37, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.2232 2020-08-02 19:22:30,065 - mmaction - INFO - Epoch [190][280/940] lr: 6.388e-02, eta: 18:20:15, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.4904, top5_acc: 0.7201, loss_cls: 2.2598, loss: 2.2598, grad_norm: 2.1639 2020-08-02 19:22:51,418 - mmaction - INFO - Epoch [190][300/940] lr: 6.388e-02, eta: 18:19:54, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.4738, top5_acc: 0.7170, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.2686 2020-08-02 19:23:11,580 - mmaction - INFO - Epoch [190][320/940] lr: 6.388e-02, eta: 18:19:33, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7096, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.2448 2020-08-02 19:23:31,639 - mmaction - INFO - Epoch [190][340/940] lr: 6.388e-02, eta: 18:19:12, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4826, top5_acc: 0.7125, loss_cls: 2.3040, loss: 2.3040, grad_norm: 2.2145 2020-08-02 19:23:52,307 - mmaction - INFO - Epoch [190][360/940] lr: 6.388e-02, eta: 18:18:50, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4697, top5_acc: 0.7113, loss_cls: 2.3475, loss: 2.3475, grad_norm: 2.2614 2020-08-02 19:24:12,435 - mmaction - INFO - Epoch [190][380/940] lr: 6.388e-02, eta: 18:18:29, time: 1.006, data_time: 0.011, memory: 6199, top1_acc: 0.4775, top5_acc: 0.7148, loss_cls: 2.3018, loss: 2.3018, grad_norm: 2.2379 2020-08-02 19:24:32,839 - mmaction - INFO - Epoch [190][400/940] lr: 6.388e-02, eta: 18:18:08, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.4789, top5_acc: 0.7238, loss_cls: 2.2718, loss: 2.2718, grad_norm: 2.2495 2020-08-02 19:24:53,223 - mmaction - INFO - Epoch [190][420/940] lr: 6.388e-02, eta: 18:17:46, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7168, loss_cls: 2.2919, loss: 2.2919, grad_norm: 2.2690 2020-08-02 19:25:13,658 - mmaction - INFO - Epoch [190][440/940] lr: 6.388e-02, eta: 18:17:25, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.4701, top5_acc: 0.7051, loss_cls: 2.3325, loss: 2.3325, grad_norm: 2.2626 2020-08-02 19:25:33,780 - mmaction - INFO - Epoch [190][460/940] lr: 6.388e-02, eta: 18:17:04, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.4781, top5_acc: 0.7123, loss_cls: 2.3018, loss: 2.3018, grad_norm: 2.2163 2020-08-02 19:25:53,970 - mmaction - INFO - Epoch [190][480/940] lr: 6.388e-02, eta: 18:16:42, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.4754, top5_acc: 0.7074, loss_cls: 2.3131, loss: 2.3131, grad_norm: 2.2394 2020-08-02 19:26:14,425 - mmaction - INFO - Epoch [190][500/940] lr: 6.388e-02, eta: 18:16:21, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.4879, top5_acc: 0.7229, loss_cls: 2.2714, loss: 2.2714, grad_norm: 2.1838 2020-08-02 19:26:34,826 - mmaction - INFO - Epoch [190][520/940] lr: 6.388e-02, eta: 18:16:00, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4699, top5_acc: 0.7002, loss_cls: 2.3609, loss: 2.3609, grad_norm: 2.2451 2020-08-02 19:26:55,709 - mmaction - INFO - Epoch [190][540/940] lr: 6.388e-02, eta: 18:15:39, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.4725, top5_acc: 0.7066, loss_cls: 2.3310, loss: 2.3310, grad_norm: 2.2669 2020-08-02 19:27:16,937 - mmaction - INFO - Epoch [190][560/940] lr: 6.388e-02, eta: 18:15:18, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.4682, top5_acc: 0.7104, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.2438 2020-08-02 19:27:37,168 - mmaction - INFO - Epoch [190][580/940] lr: 6.388e-02, eta: 18:14:56, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.4824, top5_acc: 0.7273, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.2385 2020-08-02 19:27:59,363 - mmaction - INFO - Epoch [190][600/940] lr: 6.388e-02, eta: 18:14:36, time: 1.115, data_time: 0.008, memory: 6199, top1_acc: 0.4717, top5_acc: 0.7150, loss_cls: 2.3247, loss: 2.3247, grad_norm: 2.2467 2020-08-02 19:28:20,350 - mmaction - INFO - Epoch [190][620/940] lr: 6.388e-02, eta: 18:14:15, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.4678, top5_acc: 0.7045, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.2805 2020-08-02 19:28:41,127 - mmaction - INFO - Epoch [190][640/940] lr: 6.388e-02, eta: 18:13:54, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.4701, top5_acc: 0.7111, loss_cls: 2.3316, loss: 2.3316, grad_norm: 2.2554 2020-08-02 19:29:01,638 - mmaction - INFO - Epoch [190][660/940] lr: 6.388e-02, eta: 18:13:32, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.4693, top5_acc: 0.7053, loss_cls: 2.3227, loss: 2.3227, grad_norm: 2.2455 2020-08-02 19:29:23,245 - mmaction - INFO - Epoch [190][680/940] lr: 6.388e-02, eta: 18:13:11, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7199, loss_cls: 2.2934, loss: 2.2934, grad_norm: 2.2051 2020-08-02 19:29:43,883 - mmaction - INFO - Epoch [190][700/940] lr: 6.388e-02, eta: 18:12:50, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4791, top5_acc: 0.7143, loss_cls: 2.3241, loss: 2.3241, grad_norm: 2.1850 2020-08-02 19:30:04,617 - mmaction - INFO - Epoch [190][720/940] lr: 6.388e-02, eta: 18:12:29, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4879, top5_acc: 0.7230, loss_cls: 2.2563, loss: 2.2563, grad_norm: 2.1802 2020-08-02 19:30:25,320 - mmaction - INFO - Epoch [190][740/940] lr: 6.388e-02, eta: 18:12:08, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7117, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.2300 2020-08-02 19:30:46,497 - mmaction - INFO - Epoch [190][760/940] lr: 6.388e-02, eta: 18:11:47, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7178, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.2684 2020-08-02 19:31:07,297 - mmaction - INFO - Epoch [190][780/940] lr: 6.388e-02, eta: 18:11:26, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4656, top5_acc: 0.6982, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.2579 2020-08-02 19:31:29,116 - mmaction - INFO - Epoch [190][800/940] lr: 6.388e-02, eta: 18:11:05, time: 1.086, data_time: 0.007, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7146, loss_cls: 2.3193, loss: 2.3193, grad_norm: 2.1747 2020-08-02 19:31:50,007 - mmaction - INFO - Epoch [190][820/940] lr: 6.388e-02, eta: 18:10:44, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4688, top5_acc: 0.7141, loss_cls: 2.3356, loss: 2.3356, grad_norm: 2.2584 2020-08-02 19:32:10,434 - mmaction - INFO - Epoch [190][840/940] lr: 6.388e-02, eta: 18:10:23, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7053, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.2392 2020-08-02 19:32:31,197 - mmaction - INFO - Epoch [190][860/940] lr: 6.388e-02, eta: 18:10:01, time: 1.037, data_time: 0.004, memory: 6199, top1_acc: 0.4834, top5_acc: 0.7125, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.2054 2020-08-02 19:32:53,119 - mmaction - INFO - Epoch [190][880/940] lr: 6.388e-02, eta: 18:09:41, time: 1.094, data_time: 0.008, memory: 6199, top1_acc: 0.4736, top5_acc: 0.7098, loss_cls: 2.3481, loss: 2.3481, grad_norm: 2.2357 2020-08-02 19:33:13,914 - mmaction - INFO - Epoch [190][900/940] lr: 6.388e-02, eta: 18:09:20, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7141, loss_cls: 2.2943, loss: 2.2943, grad_norm: 2.2168 2020-08-02 19:33:35,493 - mmaction - INFO - Epoch [190][920/940] lr: 6.388e-02, eta: 18:08:59, time: 1.076, data_time: 0.009, memory: 6199, top1_acc: 0.4705, top5_acc: 0.7215, loss_cls: 2.2919, loss: 2.2919, grad_norm: 2.2493 2020-08-02 19:33:54,860 - mmaction - INFO - Epoch [190][940/940] lr: 6.388e-02, eta: 18:08:37, time: 0.971, data_time: 0.007, memory: 6199, top1_acc: 0.4659, top5_acc: 0.7084, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.2702 2020-08-02 19:34:25,745 - mmaction - INFO - Epoch [191][20/940] lr: 6.209e-02, eta: 18:08:19, time: 1.524, data_time: 0.491, memory: 6199, top1_acc: 0.4799, top5_acc: 0.7207, loss_cls: 2.2839, loss: 2.2839, grad_norm: 2.2455 2020-08-02 19:34:46,087 - mmaction - INFO - Epoch [191][40/940] lr: 6.209e-02, eta: 18:07:58, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7160, loss_cls: 2.2712, loss: 2.2712, grad_norm: 2.2490 2020-08-02 19:35:07,303 - mmaction - INFO - Epoch [191][60/940] lr: 6.209e-02, eta: 18:07:37, time: 1.062, data_time: 0.009, memory: 6199, top1_acc: 0.4787, top5_acc: 0.7105, loss_cls: 2.3049, loss: 2.3049, grad_norm: 2.2443 2020-08-02 19:35:27,942 - mmaction - INFO - Epoch [191][80/940] lr: 6.209e-02, eta: 18:07:16, time: 1.031, data_time: 0.002, memory: 6199, top1_acc: 0.4889, top5_acc: 0.7219, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.2123 2020-08-02 19:35:49,183 - mmaction - INFO - Epoch [191][100/940] lr: 6.209e-02, eta: 18:06:55, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.4893, top5_acc: 0.7240, loss_cls: 2.2369, loss: 2.2369, grad_norm: 2.1891 2020-08-02 19:36:09,262 - mmaction - INFO - Epoch [191][120/940] lr: 6.209e-02, eta: 18:06:33, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.4701, top5_acc: 0.7092, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.2908 2020-08-02 19:36:29,320 - mmaction - INFO - Epoch [191][140/940] lr: 6.209e-02, eta: 18:06:12, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7215, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.1947 2020-08-02 19:36:49,556 - mmaction - INFO - Epoch [191][160/940] lr: 6.209e-02, eta: 18:05:51, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.4816, top5_acc: 0.7098, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.2717 2020-08-02 19:37:09,605 - mmaction - INFO - Epoch [191][180/940] lr: 6.209e-02, eta: 18:05:29, time: 1.005, data_time: 0.011, memory: 6199, top1_acc: 0.4922, top5_acc: 0.7314, loss_cls: 2.2413, loss: 2.2413, grad_norm: 2.2587 2020-08-02 19:37:30,042 - mmaction - INFO - Epoch [191][200/940] lr: 6.209e-02, eta: 18:05:08, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.4799, top5_acc: 0.7145, loss_cls: 2.2872, loss: 2.2872, grad_norm: 2.2262 2020-08-02 19:37:49,862 - mmaction - INFO - Epoch [191][220/940] lr: 6.209e-02, eta: 18:04:46, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.4850, top5_acc: 0.7197, loss_cls: 2.2904, loss: 2.2904, grad_norm: 2.2586 2020-08-02 19:38:10,560 - mmaction - INFO - Epoch [191][240/940] lr: 6.209e-02, eta: 18:04:25, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2564, loss: 2.2564, grad_norm: 2.2459 2020-08-02 19:38:30,715 - mmaction - INFO - Epoch [191][260/940] lr: 6.209e-02, eta: 18:04:04, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4906, top5_acc: 0.7166, loss_cls: 2.2845, loss: 2.2845, grad_norm: 2.2318 2020-08-02 19:38:50,928 - mmaction - INFO - Epoch [191][280/940] lr: 6.209e-02, eta: 18:03:43, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.4768, top5_acc: 0.7123, loss_cls: 2.3146, loss: 2.3146, grad_norm: 2.2099 2020-08-02 19:39:11,378 - mmaction - INFO - Epoch [191][300/940] lr: 6.209e-02, eta: 18:03:21, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.4799, top5_acc: 0.7182, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.2311 2020-08-02 19:39:31,612 - mmaction - INFO - Epoch [191][320/940] lr: 6.209e-02, eta: 18:03:00, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.4664, top5_acc: 0.7092, loss_cls: 2.3423, loss: 2.3423, grad_norm: 2.2445 2020-08-02 19:39:52,755 - mmaction - INFO - Epoch [191][340/940] lr: 6.209e-02, eta: 18:02:39, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2609, loss: 2.2609, grad_norm: 2.2151 2020-08-02 19:40:12,879 - mmaction - INFO - Epoch [191][360/940] lr: 6.209e-02, eta: 18:02:17, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3166, loss: 2.3166, grad_norm: 2.2423 2020-08-02 19:40:33,157 - mmaction - INFO - Epoch [191][380/940] lr: 6.209e-02, eta: 18:01:56, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.4883, top5_acc: 0.7131, loss_cls: 2.2712, loss: 2.2712, grad_norm: 2.2154 2020-08-02 19:40:53,390 - mmaction - INFO - Epoch [191][400/940] lr: 6.209e-02, eta: 18:01:35, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7246, loss_cls: 2.2803, loss: 2.2803, grad_norm: 2.3004 2020-08-02 19:41:14,434 - mmaction - INFO - Epoch [191][420/940] lr: 6.209e-02, eta: 18:01:14, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7121, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.2111 2020-08-02 19:41:34,351 - mmaction - INFO - Epoch [191][440/940] lr: 6.209e-02, eta: 18:00:52, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.2589 2020-08-02 19:41:54,318 - mmaction - INFO - Epoch [191][460/940] lr: 6.209e-02, eta: 18:00:31, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.4775, top5_acc: 0.7033, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.2461 2020-08-02 19:42:14,071 - mmaction - INFO - Epoch [191][480/940] lr: 6.209e-02, eta: 18:00:09, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7188, loss_cls: 2.2415, loss: 2.2415, grad_norm: 2.2040 2020-08-02 19:42:34,639 - mmaction - INFO - Epoch [191][500/940] lr: 6.209e-02, eta: 17:59:48, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.4852, top5_acc: 0.7178, loss_cls: 2.2651, loss: 2.2651, grad_norm: 2.2100 2020-08-02 19:42:54,702 - mmaction - INFO - Epoch [191][520/940] lr: 6.209e-02, eta: 17:59:27, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.4787, top5_acc: 0.7240, loss_cls: 2.2792, loss: 2.2792, grad_norm: 2.2699 2020-08-02 19:43:15,123 - mmaction - INFO - Epoch [191][540/940] lr: 6.209e-02, eta: 17:59:05, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.4729, top5_acc: 0.7131, loss_cls: 2.2973, loss: 2.2973, grad_norm: 2.2767 2020-08-02 19:43:35,048 - mmaction - INFO - Epoch [191][560/940] lr: 6.209e-02, eta: 17:58:44, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7209, loss_cls: 2.2911, loss: 2.2911, grad_norm: 2.2818 2020-08-02 19:43:55,332 - mmaction - INFO - Epoch [191][580/940] lr: 6.209e-02, eta: 17:58:23, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.4785, top5_acc: 0.7105, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.2621 2020-08-02 19:44:15,358 - mmaction - INFO - Epoch [191][600/940] lr: 6.209e-02, eta: 17:58:01, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4727, top5_acc: 0.7131, loss_cls: 2.3120, loss: 2.3120, grad_norm: 2.2671 2020-08-02 19:44:35,086 - mmaction - INFO - Epoch [191][620/940] lr: 6.209e-02, eta: 17:57:40, time: 0.983, data_time: 0.005, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7156, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.2199 2020-08-02 19:44:55,301 - mmaction - INFO - Epoch [191][640/940] lr: 6.209e-02, eta: 17:57:18, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4814, top5_acc: 0.7229, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.2194 2020-08-02 19:45:15,484 - mmaction - INFO - Epoch [191][660/940] lr: 6.209e-02, eta: 17:56:57, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7100, loss_cls: 2.3204, loss: 2.3204, grad_norm: 2.3003 2020-08-02 19:45:35,485 - mmaction - INFO - Epoch [191][680/940] lr: 6.209e-02, eta: 17:56:36, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.4742, top5_acc: 0.7113, loss_cls: 2.3337, loss: 2.3337, grad_norm: 2.2188 2020-08-02 19:45:55,634 - mmaction - INFO - Epoch [191][700/940] lr: 6.209e-02, eta: 17:56:14, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4785, top5_acc: 0.7168, loss_cls: 2.3102, loss: 2.3102, grad_norm: 2.2113 2020-08-02 19:46:15,428 - mmaction - INFO - Epoch [191][720/940] lr: 6.209e-02, eta: 17:55:53, time: 0.991, data_time: 0.010, memory: 6199, top1_acc: 0.4783, top5_acc: 0.7186, loss_cls: 2.2907, loss: 2.2907, grad_norm: 2.2368 2020-08-02 19:46:35,304 - mmaction - INFO - Epoch [191][740/940] lr: 6.209e-02, eta: 17:55:31, time: 0.994, data_time: 0.003, memory: 6199, top1_acc: 0.4691, top5_acc: 0.6988, loss_cls: 2.3666, loss: 2.3666, grad_norm: 2.2345 2020-08-02 19:46:55,518 - mmaction - INFO - Epoch [191][760/940] lr: 6.209e-02, eta: 17:55:10, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7152, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.2174 2020-08-02 19:47:16,695 - mmaction - INFO - Epoch [191][780/940] lr: 6.209e-02, eta: 17:54:49, time: 1.058, data_time: 0.003, memory: 6199, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3164, loss: 2.3164, grad_norm: 2.2187 2020-08-02 19:47:37,892 - mmaction - INFO - Epoch [191][800/940] lr: 6.209e-02, eta: 17:54:28, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.4627, top5_acc: 0.7203, loss_cls: 2.2959, loss: 2.2959, grad_norm: 2.2313 2020-08-02 19:47:58,310 - mmaction - INFO - Epoch [191][820/940] lr: 6.209e-02, eta: 17:54:07, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.4650, top5_acc: 0.7104, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.2888 2020-08-02 19:48:19,834 - mmaction - INFO - Epoch [191][840/940] lr: 6.209e-02, eta: 17:53:46, time: 1.076, data_time: 0.002, memory: 6199, top1_acc: 0.4826, top5_acc: 0.7182, loss_cls: 2.2970, loss: 2.2970, grad_norm: 2.2288 2020-08-02 19:48:40,805 - mmaction - INFO - Epoch [191][860/940] lr: 6.209e-02, eta: 17:53:25, time: 1.046, data_time: 0.005, memory: 6199, top1_acc: 0.4752, top5_acc: 0.7055, loss_cls: 2.3413, loss: 2.3413, grad_norm: 2.2381 2020-08-02 19:49:01,822 - mmaction - INFO - Epoch [191][880/940] lr: 6.209e-02, eta: 17:53:04, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.4779, top5_acc: 0.7242, loss_cls: 2.2605, loss: 2.2605, grad_norm: 2.2384 2020-08-02 19:49:23,230 - mmaction - INFO - Epoch [191][900/940] lr: 6.209e-02, eta: 17:52:43, time: 1.069, data_time: 0.005, memory: 6199, top1_acc: 0.4633, top5_acc: 0.7090, loss_cls: 2.3322, loss: 2.3322, grad_norm: 2.3064 2020-08-02 19:49:44,519 - mmaction - INFO - Epoch [191][920/940] lr: 6.209e-02, eta: 17:52:22, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7260, loss_cls: 2.2494, loss: 2.2494, grad_norm: 2.2836 2020-08-02 19:50:04,042 - mmaction - INFO - Epoch [191][940/940] lr: 6.209e-02, eta: 17:52:00, time: 0.976, data_time: 0.007, memory: 6199, top1_acc: 0.4665, top5_acc: 0.7068, loss_cls: 2.3586, loss: 2.3586, grad_norm: 2.2852 2020-08-02 19:50:34,774 - mmaction - INFO - Epoch [192][20/940] lr: 6.032e-02, eta: 17:51:42, time: 1.518, data_time: 0.478, memory: 6199, top1_acc: 0.4758, top5_acc: 0.7115, loss_cls: 2.3011, loss: 2.3011, grad_norm: 2.2898 2020-08-02 19:50:54,626 - mmaction - INFO - Epoch [192][40/940] lr: 6.032e-02, eta: 17:51:21, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4951, top5_acc: 0.7348, loss_cls: 2.2332, loss: 2.2332, grad_norm: 2.2156 2020-08-02 19:51:14,740 - mmaction - INFO - Epoch [192][60/940] lr: 6.032e-02, eta: 17:51:00, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7143, loss_cls: 2.2737, loss: 2.2737, grad_norm: 2.2680 2020-08-02 19:51:34,553 - mmaction - INFO - Epoch [192][80/940] lr: 6.032e-02, eta: 17:50:38, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.4881, top5_acc: 0.7227, loss_cls: 2.2461, loss: 2.2461, grad_norm: 2.2407 2020-08-02 19:51:54,613 - mmaction - INFO - Epoch [192][100/940] lr: 6.032e-02, eta: 17:50:17, time: 1.003, data_time: 0.003, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7125, loss_cls: 2.3004, loss: 2.3004, grad_norm: 2.2568 2020-08-02 19:52:15,390 - mmaction - INFO - Epoch [192][120/940] lr: 6.032e-02, eta: 17:49:55, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4904, top5_acc: 0.7174, loss_cls: 2.2713, loss: 2.2713, grad_norm: 2.2887 2020-08-02 19:52:36,057 - mmaction - INFO - Epoch [192][140/940] lr: 6.032e-02, eta: 17:49:34, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.4875, top5_acc: 0.7295, loss_cls: 2.2311, loss: 2.2311, grad_norm: 2.2446 2020-08-02 19:52:56,476 - mmaction - INFO - Epoch [192][160/940] lr: 6.032e-02, eta: 17:49:13, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2389, loss: 2.2389, grad_norm: 2.3110 2020-08-02 19:53:16,717 - mmaction - INFO - Epoch [192][180/940] lr: 6.032e-02, eta: 17:48:52, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7172, loss_cls: 2.2774, loss: 2.2774, grad_norm: 2.2721 2020-08-02 19:53:36,705 - mmaction - INFO - Epoch [192][200/940] lr: 6.032e-02, eta: 17:48:30, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.4908, top5_acc: 0.7234, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.2287 2020-08-02 19:53:56,986 - mmaction - INFO - Epoch [192][220/940] lr: 6.032e-02, eta: 17:48:09, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7145, loss_cls: 2.2978, loss: 2.2978, grad_norm: 2.2947 2020-08-02 19:54:17,105 - mmaction - INFO - Epoch [192][240/940] lr: 6.032e-02, eta: 17:47:48, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.4723, top5_acc: 0.7078, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.2806 2020-08-02 19:54:37,054 - mmaction - INFO - Epoch [192][260/940] lr: 6.032e-02, eta: 17:47:26, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.4768, top5_acc: 0.7170, loss_cls: 2.3025, loss: 2.3025, grad_norm: 2.2819 2020-08-02 19:54:57,894 - mmaction - INFO - Epoch [192][280/940] lr: 6.032e-02, eta: 17:47:05, time: 1.042, data_time: 0.003, memory: 6199, top1_acc: 0.4820, top5_acc: 0.7262, loss_cls: 2.2600, loss: 2.2600, grad_norm: 2.2496 2020-08-02 19:55:18,385 - mmaction - INFO - Epoch [192][300/940] lr: 6.032e-02, eta: 17:46:44, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.4818, top5_acc: 0.7123, loss_cls: 2.2756, loss: 2.2756, grad_norm: 2.2208 2020-08-02 19:55:39,326 - mmaction - INFO - Epoch [192][320/940] lr: 6.032e-02, eta: 17:46:23, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.4709, top5_acc: 0.7217, loss_cls: 2.2885, loss: 2.2885, grad_norm: 2.2998 2020-08-02 19:56:00,071 - mmaction - INFO - Epoch [192][340/940] lr: 6.032e-02, eta: 17:46:02, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.4908, top5_acc: 0.7256, loss_cls: 2.2405, loss: 2.2405, grad_norm: 2.2915 2020-08-02 19:56:21,089 - mmaction - INFO - Epoch [192][360/940] lr: 6.032e-02, eta: 17:45:40, time: 1.053, data_time: 0.007, memory: 6199, top1_acc: 0.4764, top5_acc: 0.7107, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.2911 2020-08-02 19:56:42,595 - mmaction - INFO - Epoch [192][380/940] lr: 6.032e-02, eta: 17:45:20, time: 1.073, data_time: 0.009, memory: 6199, top1_acc: 0.4852, top5_acc: 0.7137, loss_cls: 2.2917, loss: 2.2917, grad_norm: 2.2824 2020-08-02 19:57:03,265 - mmaction - INFO - Epoch [192][400/940] lr: 6.032e-02, eta: 17:44:58, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.4832, top5_acc: 0.7098, loss_cls: 2.3096, loss: 2.3096, grad_norm: 2.2805 2020-08-02 19:57:23,557 - mmaction - INFO - Epoch [192][420/940] lr: 6.032e-02, eta: 17:44:37, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4791, top5_acc: 0.7125, loss_cls: 2.3019, loss: 2.3019, grad_norm: 2.2774 2020-08-02 19:57:43,802 - mmaction - INFO - Epoch [192][440/940] lr: 6.032e-02, eta: 17:44:16, time: 1.015, data_time: 0.010, memory: 6199, top1_acc: 0.4670, top5_acc: 0.7127, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.3179 2020-08-02 19:58:03,807 - mmaction - INFO - Epoch [192][460/940] lr: 6.032e-02, eta: 17:43:54, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7166, loss_cls: 2.2769, loss: 2.2769, grad_norm: 2.2942 2020-08-02 19:58:23,781 - mmaction - INFO - Epoch [192][480/940] lr: 6.032e-02, eta: 17:43:33, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7277, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.2516 2020-08-02 19:58:43,869 - mmaction - INFO - Epoch [192][500/940] lr: 6.032e-02, eta: 17:43:12, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4746, top5_acc: 0.7240, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.3189 2020-08-02 19:59:03,487 - mmaction - INFO - Epoch [192][520/940] lr: 6.032e-02, eta: 17:42:50, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.4750, top5_acc: 0.7100, loss_cls: 2.3090, loss: 2.3090, grad_norm: 2.2836 2020-08-02 19:59:23,957 - mmaction - INFO - Epoch [192][540/940] lr: 6.032e-02, eta: 17:42:29, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7150, loss_cls: 2.3113, loss: 2.3113, grad_norm: 2.2452 2020-08-02 19:59:43,923 - mmaction - INFO - Epoch [192][560/940] lr: 6.032e-02, eta: 17:42:07, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7162, loss_cls: 2.3080, loss: 2.3080, grad_norm: 2.2627 2020-08-02 20:00:07,318 - mmaction - INFO - Epoch [192][580/940] lr: 6.032e-02, eta: 17:41:47, time: 1.157, data_time: 0.004, memory: 6199, top1_acc: 0.4848, top5_acc: 0.7203, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.2838 2020-08-02 20:00:28,442 - mmaction - INFO - Epoch [192][600/940] lr: 6.032e-02, eta: 17:41:26, time: 1.069, data_time: 0.020, memory: 6199, top1_acc: 0.4963, top5_acc: 0.7248, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.2578 2020-08-02 20:00:48,690 - mmaction - INFO - Epoch [192][620/940] lr: 6.032e-02, eta: 17:41:05, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2621, loss: 2.2621, grad_norm: 2.3276 2020-08-02 20:01:08,572 - mmaction - INFO - Epoch [192][640/940] lr: 6.032e-02, eta: 17:40:43, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.4861, top5_acc: 0.7236, loss_cls: 2.2716, loss: 2.2716, grad_norm: 2.2854 2020-08-02 20:01:28,686 - mmaction - INFO - Epoch [192][660/940] lr: 6.032e-02, eta: 17:40:22, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.4732, top5_acc: 0.7129, loss_cls: 2.3051, loss: 2.3051, grad_norm: 2.2976 2020-08-02 20:01:48,706 - mmaction - INFO - Epoch [192][680/940] lr: 6.032e-02, eta: 17:40:01, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4689, top5_acc: 0.7068, loss_cls: 2.3503, loss: 2.3503, grad_norm: 2.2904 2020-08-02 20:02:08,763 - mmaction - INFO - Epoch [192][700/940] lr: 6.032e-02, eta: 17:39:39, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.4941, top5_acc: 0.7188, loss_cls: 2.2661, loss: 2.2661, grad_norm: 2.2691 2020-08-02 20:02:29,343 - mmaction - INFO - Epoch [192][720/940] lr: 6.032e-02, eta: 17:39:18, time: 1.028, data_time: 0.010, memory: 6199, top1_acc: 0.4861, top5_acc: 0.7107, loss_cls: 2.2898, loss: 2.2898, grad_norm: 2.2838 2020-08-02 20:02:49,133 - mmaction - INFO - Epoch [192][740/940] lr: 6.032e-02, eta: 17:38:56, time: 0.992, data_time: 0.010, memory: 6199, top1_acc: 0.4592, top5_acc: 0.6969, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.2738 2020-08-02 20:03:08,884 - mmaction - INFO - Epoch [192][760/940] lr: 6.032e-02, eta: 17:38:35, time: 0.987, data_time: 0.007, memory: 6199, top1_acc: 0.4818, top5_acc: 0.7230, loss_cls: 2.2737, loss: 2.2737, grad_norm: 2.2944 2020-08-02 20:03:28,793 - mmaction - INFO - Epoch [192][780/940] lr: 6.032e-02, eta: 17:38:14, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7119, loss_cls: 2.3174, loss: 2.3174, grad_norm: 2.3017 2020-08-02 20:03:48,379 - mmaction - INFO - Epoch [192][800/940] lr: 6.032e-02, eta: 17:37:52, time: 0.983, data_time: 0.008, memory: 6199, top1_acc: 0.4898, top5_acc: 0.7145, loss_cls: 2.2715, loss: 2.2715, grad_norm: 2.2640 2020-08-02 20:04:08,956 - mmaction - INFO - Epoch [192][820/940] lr: 6.032e-02, eta: 17:37:31, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.4770, top5_acc: 0.7225, loss_cls: 2.2940, loss: 2.2940, grad_norm: 2.2554 2020-08-02 20:04:28,726 - mmaction - INFO - Epoch [192][840/940] lr: 6.032e-02, eta: 17:37:09, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4871, top5_acc: 0.7236, loss_cls: 2.2724, loss: 2.2724, grad_norm: 2.2785 2020-08-02 20:04:48,548 - mmaction - INFO - Epoch [192][860/940] lr: 6.032e-02, eta: 17:36:48, time: 0.990, data_time: 0.006, memory: 6199, top1_acc: 0.4795, top5_acc: 0.7170, loss_cls: 2.2886, loss: 2.2886, grad_norm: 2.2910 2020-08-02 20:05:09,152 - mmaction - INFO - Epoch [192][880/940] lr: 6.032e-02, eta: 17:36:27, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4682, top5_acc: 0.7131, loss_cls: 2.3270, loss: 2.3270, grad_norm: 2.2742 2020-08-02 20:05:28,911 - mmaction - INFO - Epoch [192][900/940] lr: 6.032e-02, eta: 17:36:05, time: 0.987, data_time: 0.003, memory: 6199, top1_acc: 0.4752, top5_acc: 0.7217, loss_cls: 2.2828, loss: 2.2828, grad_norm: 2.3061 2020-08-02 20:05:48,600 - mmaction - INFO - Epoch [192][920/940] lr: 6.032e-02, eta: 17:35:44, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.4770, top5_acc: 0.6971, loss_cls: 2.3460, loss: 2.3460, grad_norm: 2.3037 2020-08-02 20:06:07,392 - mmaction - INFO - Epoch [192][940/940] lr: 6.032e-02, eta: 17:35:22, time: 0.938, data_time: 0.008, memory: 6199, top1_acc: 0.4728, top5_acc: 0.7224, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.3469 2020-08-02 20:06:07,726 - mmaction - INFO - Saving checkpoint at 192 epochs 2020-08-02 20:06:40,008 - mmaction - INFO - Epoch [193][20/940] lr: 5.858e-02, eta: 17:35:04, time: 1.515, data_time: 0.460, memory: 6199, top1_acc: 0.4764, top5_acc: 0.7219, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.2675 2020-08-02 20:07:00,002 - mmaction - INFO - Epoch [193][40/940] lr: 5.858e-02, eta: 17:34:42, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7270, loss_cls: 2.2266, loss: 2.2266, grad_norm: 2.2167 2020-08-02 20:07:20,020 - mmaction - INFO - Epoch [193][60/940] lr: 5.858e-02, eta: 17:34:21, time: 1.005, data_time: 0.010, memory: 6199, top1_acc: 0.4875, top5_acc: 0.7303, loss_cls: 2.2218, loss: 2.2218, grad_norm: 2.2962 2020-08-02 20:07:39,867 - mmaction - INFO - Epoch [193][80/940] lr: 5.858e-02, eta: 17:34:00, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.4943, top5_acc: 0.7197, loss_cls: 2.2530, loss: 2.2530, grad_norm: 2.2930 2020-08-02 20:07:59,865 - mmaction - INFO - Epoch [193][100/940] lr: 5.858e-02, eta: 17:33:38, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4932, top5_acc: 0.7283, loss_cls: 2.2384, loss: 2.2384, grad_norm: 2.2671 2020-08-02 20:08:20,098 - mmaction - INFO - Epoch [193][120/940] lr: 5.858e-02, eta: 17:33:17, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.4842, top5_acc: 0.7234, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.3046 2020-08-02 20:08:39,907 - mmaction - INFO - Epoch [193][140/940] lr: 5.858e-02, eta: 17:32:55, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.4717, top5_acc: 0.6996, loss_cls: 2.3399, loss: 2.3399, grad_norm: 2.3051 2020-08-02 20:09:00,015 - mmaction - INFO - Epoch [193][160/940] lr: 5.858e-02, eta: 17:32:34, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7236, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.2697 2020-08-02 20:09:19,972 - mmaction - INFO - Epoch [193][180/940] lr: 5.858e-02, eta: 17:32:13, time: 0.996, data_time: 0.002, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7131, loss_cls: 2.2872, loss: 2.2872, grad_norm: 2.2732 2020-08-02 20:09:39,903 - mmaction - INFO - Epoch [193][200/940] lr: 5.858e-02, eta: 17:31:51, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.4838, top5_acc: 0.7209, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.2139 2020-08-02 20:09:59,819 - mmaction - INFO - Epoch [193][220/940] lr: 5.858e-02, eta: 17:31:30, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.4770, top5_acc: 0.7221, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.2710 2020-08-02 20:10:20,101 - mmaction - INFO - Epoch [193][240/940] lr: 5.858e-02, eta: 17:31:08, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4738, top5_acc: 0.7125, loss_cls: 2.3182, loss: 2.3182, grad_norm: 2.3422 2020-08-02 20:10:40,076 - mmaction - INFO - Epoch [193][260/940] lr: 5.858e-02, eta: 17:30:47, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7102, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.2901 2020-08-02 20:11:00,720 - mmaction - INFO - Epoch [193][280/940] lr: 5.858e-02, eta: 17:30:26, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7207, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.2699 2020-08-02 20:11:20,492 - mmaction - INFO - Epoch [193][300/940] lr: 5.858e-02, eta: 17:30:04, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.5023, top5_acc: 0.7283, loss_cls: 2.2147, loss: 2.2147, grad_norm: 2.2583 2020-08-02 20:11:40,901 - mmaction - INFO - Epoch [193][320/940] lr: 5.858e-02, eta: 17:29:43, time: 1.022, data_time: 0.010, memory: 6199, top1_acc: 0.4852, top5_acc: 0.7127, loss_cls: 2.3073, loss: 2.3073, grad_norm: 2.2931 2020-08-02 20:12:00,929 - mmaction - INFO - Epoch [193][340/940] lr: 5.858e-02, eta: 17:29:22, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4850, top5_acc: 0.7145, loss_cls: 2.2950, loss: 2.2950, grad_norm: 2.3494 2020-08-02 20:12:21,142 - mmaction - INFO - Epoch [193][360/940] lr: 5.858e-02, eta: 17:29:00, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7195, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.2894 2020-08-02 20:12:41,105 - mmaction - INFO - Epoch [193][380/940] lr: 5.858e-02, eta: 17:28:39, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4887, top5_acc: 0.7164, loss_cls: 2.2623, loss: 2.2623, grad_norm: 2.2829 2020-08-02 20:13:01,279 - mmaction - INFO - Epoch [193][400/940] lr: 5.858e-02, eta: 17:28:18, time: 1.012, data_time: 0.010, memory: 6199, top1_acc: 0.4885, top5_acc: 0.7338, loss_cls: 2.2345, loss: 2.2345, grad_norm: 2.2541 2020-08-02 20:13:21,100 - mmaction - INFO - Epoch [193][420/940] lr: 5.858e-02, eta: 17:27:56, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.4889, top5_acc: 0.7172, loss_cls: 2.2447, loss: 2.2447, grad_norm: 2.2456 2020-08-02 20:13:41,057 - mmaction - INFO - Epoch [193][440/940] lr: 5.858e-02, eta: 17:27:35, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.4887, top5_acc: 0.7268, loss_cls: 2.2345, loss: 2.2345, grad_norm: 2.2784 2020-08-02 20:14:01,129 - mmaction - INFO - Epoch [193][460/940] lr: 5.858e-02, eta: 17:27:13, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.4787, top5_acc: 0.7148, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.2807 2020-08-02 20:14:21,176 - mmaction - INFO - Epoch [193][480/940] lr: 5.858e-02, eta: 17:26:52, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7133, loss_cls: 2.3093, loss: 2.3093, grad_norm: 2.2787 2020-08-02 20:14:41,427 - mmaction - INFO - Epoch [193][500/940] lr: 5.858e-02, eta: 17:26:31, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4828, top5_acc: 0.7189, loss_cls: 2.2875, loss: 2.2875, grad_norm: 2.3065 2020-08-02 20:15:01,503 - mmaction - INFO - Epoch [193][520/940] lr: 5.858e-02, eta: 17:26:09, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.4771, top5_acc: 0.7184, loss_cls: 2.2911, loss: 2.2911, grad_norm: 2.3091 2020-08-02 20:15:21,523 - mmaction - INFO - Epoch [193][540/940] lr: 5.858e-02, eta: 17:25:48, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4834, top5_acc: 0.7176, loss_cls: 2.2852, loss: 2.2852, grad_norm: 2.3164 2020-08-02 20:15:42,045 - mmaction - INFO - Epoch [193][560/940] lr: 5.858e-02, eta: 17:25:27, time: 1.029, data_time: 0.010, memory: 6199, top1_acc: 0.4861, top5_acc: 0.7256, loss_cls: 2.2658, loss: 2.2658, grad_norm: 2.2624 2020-08-02 20:16:02,819 - mmaction - INFO - Epoch [193][580/940] lr: 5.858e-02, eta: 17:25:06, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.4895, top5_acc: 0.7311, loss_cls: 2.2387, loss: 2.2387, grad_norm: 2.3297 2020-08-02 20:16:23,688 - mmaction - INFO - Epoch [193][600/940] lr: 5.858e-02, eta: 17:24:45, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.4674, top5_acc: 0.7047, loss_cls: 2.3378, loss: 2.3378, grad_norm: 2.3280 2020-08-02 20:16:44,617 - mmaction - INFO - Epoch [193][620/940] lr: 5.858e-02, eta: 17:24:23, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7152, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.2630 2020-08-02 20:17:05,603 - mmaction - INFO - Epoch [193][640/940] lr: 5.858e-02, eta: 17:24:02, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.4896, top5_acc: 0.7168, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.2891 2020-08-02 20:17:25,729 - mmaction - INFO - Epoch [193][660/940] lr: 5.858e-02, eta: 17:23:41, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2649, loss: 2.2649, grad_norm: 2.2781 2020-08-02 20:17:45,629 - mmaction - INFO - Epoch [193][680/940] lr: 5.858e-02, eta: 17:23:20, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.4928, top5_acc: 0.7180, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.3148 2020-08-02 20:18:07,041 - mmaction - INFO - Epoch [193][700/940] lr: 5.858e-02, eta: 17:22:59, time: 1.069, data_time: 0.006, memory: 6199, top1_acc: 0.4746, top5_acc: 0.7096, loss_cls: 2.3256, loss: 2.3256, grad_norm: 2.3391 2020-08-02 20:18:27,878 - mmaction - INFO - Epoch [193][720/940] lr: 5.858e-02, eta: 17:22:38, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4816, top5_acc: 0.7107, loss_cls: 2.2948, loss: 2.2948, grad_norm: 2.2964 2020-08-02 20:18:49,315 - mmaction - INFO - Epoch [193][740/940] lr: 5.858e-02, eta: 17:22:17, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.4822, top5_acc: 0.7266, loss_cls: 2.2680, loss: 2.2680, grad_norm: 2.2766 2020-08-02 20:19:09,744 - mmaction - INFO - Epoch [193][760/940] lr: 5.858e-02, eta: 17:21:55, time: 1.022, data_time: 0.004, memory: 6199, top1_acc: 0.4826, top5_acc: 0.7197, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.2902 2020-08-02 20:19:30,469 - mmaction - INFO - Epoch [193][780/940] lr: 5.858e-02, eta: 17:21:34, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7207, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.2850 2020-08-02 20:19:51,861 - mmaction - INFO - Epoch [193][800/940] lr: 5.858e-02, eta: 17:21:13, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.4752, top5_acc: 0.7174, loss_cls: 2.2722, loss: 2.2722, grad_norm: 2.3396 2020-08-02 20:20:11,939 - mmaction - INFO - Epoch [193][820/940] lr: 5.858e-02, eta: 17:20:52, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.4828, top5_acc: 0.7213, loss_cls: 2.2731, loss: 2.2731, grad_norm: 2.3114 2020-08-02 20:20:31,719 - mmaction - INFO - Epoch [193][840/940] lr: 5.858e-02, eta: 17:20:30, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.2382 2020-08-02 20:20:51,833 - mmaction - INFO - Epoch [193][860/940] lr: 5.858e-02, eta: 17:20:09, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.4857, top5_acc: 0.7252, loss_cls: 2.2800, loss: 2.2800, grad_norm: 2.3074 2020-08-02 20:21:11,621 - mmaction - INFO - Epoch [193][880/940] lr: 5.858e-02, eta: 17:19:48, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7158, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.2609 2020-08-02 20:21:31,663 - mmaction - INFO - Epoch [193][900/940] lr: 5.858e-02, eta: 17:19:26, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4676, top5_acc: 0.7090, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.3023 2020-08-02 20:21:52,116 - mmaction - INFO - Epoch [193][920/940] lr: 5.858e-02, eta: 17:19:05, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7174, loss_cls: 2.2572, loss: 2.2572, grad_norm: 2.3132 2020-08-02 20:22:11,049 - mmaction - INFO - Epoch [193][940/940] lr: 5.858e-02, eta: 17:18:43, time: 0.946, data_time: 0.008, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7155, loss_cls: 2.2711, loss: 2.2711, grad_norm: 2.2758 2020-08-02 20:22:41,408 - mmaction - INFO - Epoch [194][20/940] lr: 5.685e-02, eta: 17:18:25, time: 1.501, data_time: 0.491, memory: 6199, top1_acc: 0.4996, top5_acc: 0.7348, loss_cls: 2.1956, loss: 2.1956, grad_norm: 2.3086 2020-08-02 20:23:01,488 - mmaction - INFO - Epoch [194][40/940] lr: 5.685e-02, eta: 17:18:04, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4834, top5_acc: 0.7164, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.3174 2020-08-02 20:23:21,282 - mmaction - INFO - Epoch [194][60/940] lr: 5.685e-02, eta: 17:17:42, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.4967, top5_acc: 0.7205, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.2577 2020-08-02 20:23:41,044 - mmaction - INFO - Epoch [194][80/940] lr: 5.685e-02, eta: 17:17:21, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7225, loss_cls: 2.2810, loss: 2.2810, grad_norm: 2.3160 2020-08-02 20:24:00,825 - mmaction - INFO - Epoch [194][100/940] lr: 5.685e-02, eta: 17:16:59, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3188, loss: 2.3188, grad_norm: 2.3089 2020-08-02 20:24:20,683 - mmaction - INFO - Epoch [194][120/940] lr: 5.685e-02, eta: 17:16:38, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.4992, top5_acc: 0.7268, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.2888 2020-08-02 20:24:41,174 - mmaction - INFO - Epoch [194][140/940] lr: 5.685e-02, eta: 17:16:17, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.4846, top5_acc: 0.7256, loss_cls: 2.2618, loss: 2.2618, grad_norm: 2.3358 2020-08-02 20:25:01,253 - mmaction - INFO - Epoch [194][160/940] lr: 5.685e-02, eta: 17:15:55, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7236, loss_cls: 2.2412, loss: 2.2412, grad_norm: 2.3458 2020-08-02 20:25:21,511 - mmaction - INFO - Epoch [194][180/940] lr: 5.685e-02, eta: 17:15:34, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.4875, top5_acc: 0.7283, loss_cls: 2.2546, loss: 2.2546, grad_norm: 2.3386 2020-08-02 20:25:41,879 - mmaction - INFO - Epoch [194][200/940] lr: 5.685e-02, eta: 17:15:13, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.4908, top5_acc: 0.7180, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.2668 2020-08-02 20:26:01,808 - mmaction - INFO - Epoch [194][220/940] lr: 5.685e-02, eta: 17:14:51, time: 1.000, data_time: 0.010, memory: 6199, top1_acc: 0.4957, top5_acc: 0.7232, loss_cls: 2.2434, loss: 2.2434, grad_norm: 2.3163 2020-08-02 20:26:21,558 - mmaction - INFO - Epoch [194][240/940] lr: 5.685e-02, eta: 17:14:30, time: 0.990, data_time: 0.011, memory: 6199, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.3172 2020-08-02 20:26:41,559 - mmaction - INFO - Epoch [194][260/940] lr: 5.685e-02, eta: 17:14:09, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4922, top5_acc: 0.7279, loss_cls: 2.2293, loss: 2.2293, grad_norm: 2.3220 2020-08-02 20:27:01,648 - mmaction - INFO - Epoch [194][280/940] lr: 5.685e-02, eta: 17:13:47, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7242, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.3064 2020-08-02 20:27:21,587 - mmaction - INFO - Epoch [194][300/940] lr: 5.685e-02, eta: 17:13:26, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.2890 2020-08-02 20:27:41,326 - mmaction - INFO - Epoch [194][320/940] lr: 5.685e-02, eta: 17:13:04, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.4900, top5_acc: 0.7219, loss_cls: 2.2408, loss: 2.2408, grad_norm: 2.3184 2020-08-02 20:28:01,307 - mmaction - INFO - Epoch [194][340/940] lr: 5.685e-02, eta: 17:12:43, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4941, top5_acc: 0.7264, loss_cls: 2.2292, loss: 2.2292, grad_norm: 2.3232 2020-08-02 20:28:21,766 - mmaction - INFO - Epoch [194][360/940] lr: 5.685e-02, eta: 17:12:22, time: 1.024, data_time: 0.004, memory: 6199, top1_acc: 0.4895, top5_acc: 0.7176, loss_cls: 2.2749, loss: 2.2749, grad_norm: 2.3014 2020-08-02 20:28:41,707 - mmaction - INFO - Epoch [194][380/940] lr: 5.685e-02, eta: 17:12:00, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.4912, top5_acc: 0.7318, loss_cls: 2.2126, loss: 2.2126, grad_norm: 2.3494 2020-08-02 20:29:01,957 - mmaction - INFO - Epoch [194][400/940] lr: 5.685e-02, eta: 17:11:39, time: 1.012, data_time: 0.004, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7154, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.3572 2020-08-02 20:29:21,862 - mmaction - INFO - Epoch [194][420/940] lr: 5.685e-02, eta: 17:11:18, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7191, loss_cls: 2.2944, loss: 2.2944, grad_norm: 2.3187 2020-08-02 20:29:41,895 - mmaction - INFO - Epoch [194][440/940] lr: 5.685e-02, eta: 17:10:56, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.4877, top5_acc: 0.7262, loss_cls: 2.2726, loss: 2.2726, grad_norm: 2.3118 2020-08-02 20:30:01,858 - mmaction - INFO - Epoch [194][460/940] lr: 5.685e-02, eta: 17:10:35, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.4832, top5_acc: 0.7223, loss_cls: 2.2324, loss: 2.2324, grad_norm: 2.3202 2020-08-02 20:30:22,121 - mmaction - INFO - Epoch [194][480/940] lr: 5.685e-02, eta: 17:10:13, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2449, loss: 2.2449, grad_norm: 2.3254 2020-08-02 20:30:42,279 - mmaction - INFO - Epoch [194][500/940] lr: 5.685e-02, eta: 17:09:52, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.4869, top5_acc: 0.7254, loss_cls: 2.2510, loss: 2.2510, grad_norm: 2.3335 2020-08-02 20:31:02,435 - mmaction - INFO - Epoch [194][520/940] lr: 5.685e-02, eta: 17:09:31, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.4857, top5_acc: 0.7207, loss_cls: 2.2790, loss: 2.2790, grad_norm: 2.3862 2020-08-02 20:31:22,458 - mmaction - INFO - Epoch [194][540/940] lr: 5.685e-02, eta: 17:09:09, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.4906, top5_acc: 0.7160, loss_cls: 2.2540, loss: 2.2540, grad_norm: 2.3215 2020-08-02 20:31:42,431 - mmaction - INFO - Epoch [194][560/940] lr: 5.685e-02, eta: 17:08:48, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.4742, top5_acc: 0.7080, loss_cls: 2.3070, loss: 2.3070, grad_norm: 2.3269 2020-08-02 20:32:02,695 - mmaction - INFO - Epoch [194][580/940] lr: 5.685e-02, eta: 17:08:27, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.4816, top5_acc: 0.7119, loss_cls: 2.2777, loss: 2.2777, grad_norm: 2.3191 2020-08-02 20:32:22,730 - mmaction - INFO - Epoch [194][600/940] lr: 5.685e-02, eta: 17:08:05, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4939, top5_acc: 0.7279, loss_cls: 2.2396, loss: 2.2396, grad_norm: 2.3242 2020-08-02 20:32:42,804 - mmaction - INFO - Epoch [194][620/940] lr: 5.685e-02, eta: 17:07:44, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.4988, top5_acc: 0.7311, loss_cls: 2.1969, loss: 2.1969, grad_norm: 2.2964 2020-08-02 20:33:02,752 - mmaction - INFO - Epoch [194][640/940] lr: 5.685e-02, eta: 17:07:23, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.3386 2020-08-02 20:33:22,872 - mmaction - INFO - Epoch [194][660/940] lr: 5.685e-02, eta: 17:07:01, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4857, top5_acc: 0.7207, loss_cls: 2.2629, loss: 2.2629, grad_norm: 2.2902 2020-08-02 20:33:42,880 - mmaction - INFO - Epoch [194][680/940] lr: 5.685e-02, eta: 17:06:40, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4889, top5_acc: 0.7178, loss_cls: 2.2594, loss: 2.2594, grad_norm: 2.3338 2020-08-02 20:34:02,741 - mmaction - INFO - Epoch [194][700/940] lr: 5.685e-02, eta: 17:06:18, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.4848, top5_acc: 0.7240, loss_cls: 2.2497, loss: 2.2497, grad_norm: 2.3428 2020-08-02 20:34:23,034 - mmaction - INFO - Epoch [194][720/940] lr: 5.685e-02, eta: 17:05:57, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4844, top5_acc: 0.7229, loss_cls: 2.2705, loss: 2.2705, grad_norm: 2.3467 2020-08-02 20:34:43,406 - mmaction - INFO - Epoch [194][740/940] lr: 5.685e-02, eta: 17:05:36, time: 1.021, data_time: 0.011, memory: 6199, top1_acc: 0.4891, top5_acc: 0.7270, loss_cls: 2.2585, loss: 2.2585, grad_norm: 2.3190 2020-08-02 20:35:03,456 - mmaction - INFO - Epoch [194][760/940] lr: 5.685e-02, eta: 17:05:15, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.4854, top5_acc: 0.7166, loss_cls: 2.2727, loss: 2.2727, grad_norm: 2.3574 2020-08-02 20:35:23,904 - mmaction - INFO - Epoch [194][780/940] lr: 5.685e-02, eta: 17:04:53, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7186, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.3391 2020-08-02 20:35:44,221 - mmaction - INFO - Epoch [194][800/940] lr: 5.685e-02, eta: 17:04:32, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.4879, top5_acc: 0.7273, loss_cls: 2.2343, loss: 2.2343, grad_norm: 2.3829 2020-08-02 20:36:04,470 - mmaction - INFO - Epoch [194][820/940] lr: 5.685e-02, eta: 17:04:11, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.4748, top5_acc: 0.7248, loss_cls: 2.3005, loss: 2.3005, grad_norm: 2.3143 2020-08-02 20:36:25,041 - mmaction - INFO - Epoch [194][840/940] lr: 5.685e-02, eta: 17:03:50, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.4881, top5_acc: 0.7199, loss_cls: 2.2685, loss: 2.2685, grad_norm: 2.3268 2020-08-02 20:36:45,017 - mmaction - INFO - Epoch [194][860/940] lr: 5.685e-02, eta: 17:03:28, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7182, loss_cls: 2.2633, loss: 2.2633, grad_norm: 2.3326 2020-08-02 20:37:05,760 - mmaction - INFO - Epoch [194][880/940] lr: 5.685e-02, eta: 17:03:07, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7236, loss_cls: 2.2738, loss: 2.2738, grad_norm: 2.3737 2020-08-02 20:37:25,791 - mmaction - INFO - Epoch [194][900/940] lr: 5.685e-02, eta: 17:02:46, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.4703, top5_acc: 0.7145, loss_cls: 2.3236, loss: 2.3236, grad_norm: 2.3390 2020-08-02 20:37:46,703 - mmaction - INFO - Epoch [194][920/940] lr: 5.685e-02, eta: 17:02:25, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7119, loss_cls: 2.2937, loss: 2.2937, grad_norm: 2.3260 2020-08-02 20:38:06,243 - mmaction - INFO - Epoch [194][940/940] lr: 5.685e-02, eta: 17:02:03, time: 0.980, data_time: 0.006, memory: 6199, top1_acc: 0.4805, top5_acc: 0.7192, loss_cls: 2.2621, loss: 2.2621, grad_norm: 2.3345 2020-08-02 20:38:36,247 - mmaction - INFO - Epoch [195][20/940] lr: 5.515e-02, eta: 17:01:45, time: 1.486, data_time: 0.467, memory: 6199, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2489, loss: 2.2489, grad_norm: 2.2953 2020-08-02 20:38:56,818 - mmaction - INFO - Epoch [195][40/940] lr: 5.515e-02, eta: 17:01:24, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.4887, top5_acc: 0.7301, loss_cls: 2.2432, loss: 2.2432, grad_norm: 2.3376 2020-08-02 20:39:16,982 - mmaction - INFO - Epoch [195][60/940] lr: 5.515e-02, eta: 17:01:02, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5018, top5_acc: 0.7225, loss_cls: 2.2033, loss: 2.2033, grad_norm: 2.3115 2020-08-02 20:39:36,955 - mmaction - INFO - Epoch [195][80/940] lr: 5.515e-02, eta: 17:00:41, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.4879, top5_acc: 0.7162, loss_cls: 2.2867, loss: 2.2867, grad_norm: 2.2986 2020-08-02 20:39:57,290 - mmaction - INFO - Epoch [195][100/940] lr: 5.515e-02, eta: 17:00:20, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.4971, top5_acc: 0.7307, loss_cls: 2.2106, loss: 2.2106, grad_norm: 2.3085 2020-08-02 20:40:18,009 - mmaction - INFO - Epoch [195][120/940] lr: 5.515e-02, eta: 16:59:58, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.5029, top5_acc: 0.7406, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.3293 2020-08-02 20:40:37,869 - mmaction - INFO - Epoch [195][140/940] lr: 5.515e-02, eta: 16:59:37, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.4795, top5_acc: 0.7168, loss_cls: 2.2822, loss: 2.2822, grad_norm: 2.3415 2020-08-02 20:40:58,885 - mmaction - INFO - Epoch [195][160/940] lr: 5.515e-02, eta: 16:59:16, time: 1.049, data_time: 0.003, memory: 6199, top1_acc: 0.4816, top5_acc: 0.7191, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.3698 2020-08-02 20:41:19,672 - mmaction - INFO - Epoch [195][180/940] lr: 5.515e-02, eta: 16:58:55, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.4941, top5_acc: 0.7273, loss_cls: 2.2236, loss: 2.2236, grad_norm: 2.3513 2020-08-02 20:41:40,913 - mmaction - INFO - Epoch [195][200/940] lr: 5.515e-02, eta: 16:58:34, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.4914, top5_acc: 0.7350, loss_cls: 2.1936, loss: 2.1936, grad_norm: 2.3445 2020-08-02 20:42:02,344 - mmaction - INFO - Epoch [195][220/940] lr: 5.515e-02, eta: 16:58:13, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.4809, top5_acc: 0.7135, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.3547 2020-08-02 20:42:23,369 - mmaction - INFO - Epoch [195][240/940] lr: 5.515e-02, eta: 16:57:52, time: 1.052, data_time: 0.010, memory: 6199, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3034, loss: 2.3034, grad_norm: 2.3194 2020-08-02 20:42:44,400 - mmaction - INFO - Epoch [195][260/940] lr: 5.515e-02, eta: 16:57:31, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.4752, top5_acc: 0.7162, loss_cls: 2.2849, loss: 2.2849, grad_norm: 2.3473 2020-08-02 20:43:04,596 - mmaction - INFO - Epoch [195][280/940] lr: 5.515e-02, eta: 16:57:09, time: 1.006, data_time: 0.003, memory: 6199, top1_acc: 0.4959, top5_acc: 0.7338, loss_cls: 2.1964, loss: 2.1964, grad_norm: 2.3480 2020-08-02 20:43:25,304 - mmaction - INFO - Epoch [195][300/940] lr: 5.515e-02, eta: 16:56:48, time: 1.040, data_time: 0.012, memory: 6199, top1_acc: 0.4881, top5_acc: 0.7287, loss_cls: 2.2372, loss: 2.2372, grad_norm: 2.3147 2020-08-02 20:43:46,961 - mmaction - INFO - Epoch [195][320/940] lr: 5.515e-02, eta: 16:56:27, time: 1.082, data_time: 0.004, memory: 6199, top1_acc: 0.4963, top5_acc: 0.7158, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.3168 2020-08-02 20:44:07,874 - mmaction - INFO - Epoch [195][340/940] lr: 5.515e-02, eta: 16:56:06, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.4871, top5_acc: 0.7344, loss_cls: 2.2278, loss: 2.2278, grad_norm: 2.3414 2020-08-02 20:44:27,833 - mmaction - INFO - Epoch [195][360/940] lr: 5.515e-02, eta: 16:55:45, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7225, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.3490 2020-08-02 20:44:48,689 - mmaction - INFO - Epoch [195][380/940] lr: 5.515e-02, eta: 16:55:24, time: 1.044, data_time: 0.010, memory: 6199, top1_acc: 0.4828, top5_acc: 0.7135, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.3775 2020-08-02 20:45:09,906 - mmaction - INFO - Epoch [195][400/940] lr: 5.515e-02, eta: 16:55:03, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.4957, top5_acc: 0.7268, loss_cls: 2.2433, loss: 2.2433, grad_norm: 2.3577 2020-08-02 20:45:31,380 - mmaction - INFO - Epoch [195][420/940] lr: 5.515e-02, eta: 16:54:42, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.5031, top5_acc: 0.7258, loss_cls: 2.2320, loss: 2.2320, grad_norm: 2.3319 2020-08-02 20:45:52,966 - mmaction - INFO - Epoch [195][440/940] lr: 5.515e-02, eta: 16:54:21, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.4977, top5_acc: 0.7346, loss_cls: 2.1828, loss: 2.1828, grad_norm: 2.3204 2020-08-02 20:46:14,564 - mmaction - INFO - Epoch [195][460/940] lr: 5.515e-02, eta: 16:54:00, time: 1.080, data_time: 0.003, memory: 6199, top1_acc: 0.4807, top5_acc: 0.7225, loss_cls: 2.2804, loss: 2.2804, grad_norm: 2.3592 2020-08-02 20:46:35,630 - mmaction - INFO - Epoch [195][480/940] lr: 5.515e-02, eta: 16:53:39, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.4980, top5_acc: 0.7238, loss_cls: 2.2475, loss: 2.2475, grad_norm: 2.3374 2020-08-02 20:46:56,827 - mmaction - INFO - Epoch [195][500/940] lr: 5.515e-02, eta: 16:53:18, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.4902, top5_acc: 0.7256, loss_cls: 2.2370, loss: 2.2370, grad_norm: 2.3735 2020-08-02 20:47:17,502 - mmaction - INFO - Epoch [195][520/940] lr: 5.515e-02, eta: 16:52:57, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.5066, top5_acc: 0.7377, loss_cls: 2.1668, loss: 2.1668, grad_norm: 2.3602 2020-08-02 20:47:38,376 - mmaction - INFO - Epoch [195][540/940] lr: 5.515e-02, eta: 16:52:36, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.4977, top5_acc: 0.7248, loss_cls: 2.2249, loss: 2.2249, grad_norm: 2.3613 2020-08-02 20:47:58,916 - mmaction - INFO - Epoch [195][560/940] lr: 5.515e-02, eta: 16:52:15, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4916, top5_acc: 0.7205, loss_cls: 2.2675, loss: 2.2675, grad_norm: 2.4106 2020-08-02 20:48:20,191 - mmaction - INFO - Epoch [195][580/940] lr: 5.515e-02, eta: 16:51:54, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.4822, top5_acc: 0.7229, loss_cls: 2.2548, loss: 2.2548, grad_norm: 2.3512 2020-08-02 20:48:41,481 - mmaction - INFO - Epoch [195][600/940] lr: 5.515e-02, eta: 16:51:33, time: 1.061, data_time: 0.009, memory: 6199, top1_acc: 0.4844, top5_acc: 0.7229, loss_cls: 2.2668, loss: 2.2668, grad_norm: 2.3718 2020-08-02 20:49:01,621 - mmaction - INFO - Epoch [195][620/940] lr: 5.515e-02, eta: 16:51:11, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.4820, top5_acc: 0.7174, loss_cls: 2.2856, loss: 2.2856, grad_norm: 2.4010 2020-08-02 20:49:21,815 - mmaction - INFO - Epoch [195][640/940] lr: 5.515e-02, eta: 16:50:50, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7109, loss_cls: 2.3087, loss: 2.3087, grad_norm: 2.3374 2020-08-02 20:49:41,834 - mmaction - INFO - Epoch [195][660/940] lr: 5.515e-02, eta: 16:50:29, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4832, top5_acc: 0.7117, loss_cls: 2.2801, loss: 2.2801, grad_norm: 2.3407 2020-08-02 20:50:03,114 - mmaction - INFO - Epoch [195][680/940] lr: 5.515e-02, eta: 16:50:08, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.4855, top5_acc: 0.7133, loss_cls: 2.2838, loss: 2.2838, grad_norm: 2.3242 2020-08-02 20:50:23,609 - mmaction - INFO - Epoch [195][700/940] lr: 5.515e-02, eta: 16:49:47, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.4896, top5_acc: 0.7285, loss_cls: 2.2230, loss: 2.2230, grad_norm: 2.3600 2020-08-02 20:50:44,902 - mmaction - INFO - Epoch [195][720/940] lr: 5.515e-02, eta: 16:49:26, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7168, loss_cls: 2.2593, loss: 2.2593, grad_norm: 2.3390 2020-08-02 20:51:05,983 - mmaction - INFO - Epoch [195][740/940] lr: 5.515e-02, eta: 16:49:05, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7150, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.3975 2020-08-02 20:51:27,920 - mmaction - INFO - Epoch [195][760/940] lr: 5.515e-02, eta: 16:48:44, time: 1.098, data_time: 0.010, memory: 6199, top1_acc: 0.4852, top5_acc: 0.7299, loss_cls: 2.2595, loss: 2.2595, grad_norm: 2.3501 2020-08-02 20:51:49,520 - mmaction - INFO - Epoch [195][780/940] lr: 5.515e-02, eta: 16:48:23, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.4957, top5_acc: 0.7291, loss_cls: 2.2131, loss: 2.2131, grad_norm: 2.3393 2020-08-02 20:52:10,833 - mmaction - INFO - Epoch [195][800/940] lr: 5.515e-02, eta: 16:48:02, time: 1.067, data_time: 0.009, memory: 6199, top1_acc: 0.4775, top5_acc: 0.7207, loss_cls: 2.2670, loss: 2.2670, grad_norm: 2.3886 2020-08-02 20:52:31,423 - mmaction - INFO - Epoch [195][820/940] lr: 5.515e-02, eta: 16:47:41, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.4953, top5_acc: 0.7287, loss_cls: 2.2491, loss: 2.2491, grad_norm: 2.3326 2020-08-02 20:52:51,614 - mmaction - INFO - Epoch [195][840/940] lr: 5.515e-02, eta: 16:47:20, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.4816, top5_acc: 0.7191, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.3313 2020-08-02 20:53:11,901 - mmaction - INFO - Epoch [195][860/940] lr: 5.515e-02, eta: 16:46:58, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5078, top5_acc: 0.7330, loss_cls: 2.1859, loss: 2.1859, grad_norm: 2.2970 2020-08-02 20:53:33,090 - mmaction - INFO - Epoch [195][880/940] lr: 5.515e-02, eta: 16:46:37, time: 1.062, data_time: 0.010, memory: 6199, top1_acc: 0.4877, top5_acc: 0.7244, loss_cls: 2.2642, loss: 2.2642, grad_norm: 2.3729 2020-08-02 20:53:54,168 - mmaction - INFO - Epoch [195][900/940] lr: 5.515e-02, eta: 16:46:16, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.4861, top5_acc: 0.7221, loss_cls: 2.2768, loss: 2.2768, grad_norm: 2.3497 2020-08-02 20:54:14,018 - mmaction - INFO - Epoch [195][920/940] lr: 5.515e-02, eta: 16:45:55, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.4930, top5_acc: 0.7158, loss_cls: 2.2645, loss: 2.2645, grad_norm: 2.3301 2020-08-02 20:54:32,803 - mmaction - INFO - Epoch [195][940/940] lr: 5.515e-02, eta: 16:45:33, time: 0.937, data_time: 0.006, memory: 6199, top1_acc: 0.4819, top5_acc: 0.7204, loss_cls: 2.2753, loss: 2.2753, grad_norm: 2.3904 2020-08-02 20:55:03,559 - mmaction - INFO - Epoch [196][20/940] lr: 5.347e-02, eta: 16:45:15, time: 1.518, data_time: 0.443, memory: 6199, top1_acc: 0.4990, top5_acc: 0.7320, loss_cls: 2.1940, loss: 2.1940, grad_norm: 2.3531 2020-08-02 20:55:23,438 - mmaction - INFO - Epoch [196][40/940] lr: 5.347e-02, eta: 16:44:53, time: 0.993, data_time: 0.003, memory: 6199, top1_acc: 0.4895, top5_acc: 0.7238, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.3700 2020-08-02 20:55:44,923 - mmaction - INFO - Epoch [196][60/940] lr: 5.347e-02, eta: 16:44:33, time: 1.073, data_time: 0.009, memory: 6199, top1_acc: 0.4939, top5_acc: 0.7303, loss_cls: 2.2083, loss: 2.2083, grad_norm: 2.3397 2020-08-02 20:56:05,585 - mmaction - INFO - Epoch [196][80/940] lr: 5.347e-02, eta: 16:44:11, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.4951, top5_acc: 0.7240, loss_cls: 2.2321, loss: 2.2321, grad_norm: 2.3417 2020-08-02 20:56:27,256 - mmaction - INFO - Epoch [196][100/940] lr: 5.347e-02, eta: 16:43:51, time: 1.084, data_time: 0.007, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7332, loss_cls: 2.1887, loss: 2.1887, grad_norm: 2.3695 2020-08-02 20:56:48,020 - mmaction - INFO - Epoch [196][120/940] lr: 5.347e-02, eta: 16:43:29, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.4918, top5_acc: 0.7223, loss_cls: 2.2573, loss: 2.2573, grad_norm: 2.3591 2020-08-02 20:57:09,369 - mmaction - INFO - Epoch [196][140/940] lr: 5.347e-02, eta: 16:43:08, time: 1.071, data_time: 0.007, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7287, loss_cls: 2.2220, loss: 2.2220, grad_norm: 2.3710 2020-08-02 20:57:30,138 - mmaction - INFO - Epoch [196][160/940] lr: 5.347e-02, eta: 16:42:47, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.5098, top5_acc: 0.7336, loss_cls: 2.1699, loss: 2.1699, grad_norm: 2.3258 2020-08-02 20:57:50,411 - mmaction - INFO - Epoch [196][180/940] lr: 5.347e-02, eta: 16:42:26, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.4986, top5_acc: 0.7354, loss_cls: 2.2173, loss: 2.2173, grad_norm: 2.4023 2020-08-02 20:58:10,633 - mmaction - INFO - Epoch [196][200/940] lr: 5.347e-02, eta: 16:42:05, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.4834, top5_acc: 0.7172, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.4020 2020-08-02 20:58:32,955 - mmaction - INFO - Epoch [196][220/940] lr: 5.347e-02, eta: 16:41:44, time: 1.119, data_time: 0.007, memory: 6199, top1_acc: 0.4926, top5_acc: 0.7176, loss_cls: 2.2493, loss: 2.2493, grad_norm: 2.3510 2020-08-02 20:58:53,861 - mmaction - INFO - Epoch [196][240/940] lr: 5.347e-02, eta: 16:41:23, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.4861, top5_acc: 0.7244, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.4008 2020-08-02 20:59:14,795 - mmaction - INFO - Epoch [196][260/940] lr: 5.347e-02, eta: 16:41:02, time: 1.047, data_time: 0.005, memory: 6199, top1_acc: 0.4898, top5_acc: 0.7256, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.3379 2020-08-02 20:59:34,296 - mmaction - INFO - Epoch [196][280/940] lr: 5.347e-02, eta: 16:40:40, time: 0.973, data_time: 0.009, memory: 6199, top1_acc: 0.4959, top5_acc: 0.7266, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.3220 2020-08-02 20:59:54,500 - mmaction - INFO - Epoch [196][300/940] lr: 5.347e-02, eta: 16:40:19, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4787, top5_acc: 0.7152, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.4272 2020-08-02 21:00:19,319 - mmaction - INFO - Epoch [196][320/940] lr: 5.347e-02, eta: 16:39:59, time: 1.238, data_time: 0.009, memory: 6199, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.2069, loss: 2.2069, grad_norm: 2.3840 2020-08-02 21:00:39,374 - mmaction - INFO - Epoch [196][340/940] lr: 5.347e-02, eta: 16:39:38, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.4750, top5_acc: 0.7166, loss_cls: 2.3181, loss: 2.3181, grad_norm: 2.3956 2020-08-02 21:00:59,533 - mmaction - INFO - Epoch [196][360/940] lr: 5.347e-02, eta: 16:39:17, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.4762, top5_acc: 0.7189, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.3815 2020-08-02 21:01:19,336 - mmaction - INFO - Epoch [196][380/940] lr: 5.347e-02, eta: 16:38:55, time: 0.987, data_time: 0.008, memory: 6199, top1_acc: 0.4934, top5_acc: 0.7350, loss_cls: 2.2239, loss: 2.2239, grad_norm: 2.3553 2020-08-02 21:01:38,949 - mmaction - INFO - Epoch [196][400/940] lr: 5.347e-02, eta: 16:38:34, time: 0.983, data_time: 0.007, memory: 6199, top1_acc: 0.4947, top5_acc: 0.7332, loss_cls: 2.1756, loss: 2.1756, grad_norm: 2.3630 2020-08-02 21:01:58,714 - mmaction - INFO - Epoch [196][420/940] lr: 5.347e-02, eta: 16:38:12, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.5033, top5_acc: 0.7350, loss_cls: 2.2020, loss: 2.2020, grad_norm: 2.3950 2020-08-02 21:02:19,421 - mmaction - INFO - Epoch [196][440/940] lr: 5.347e-02, eta: 16:37:51, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.4910, top5_acc: 0.7258, loss_cls: 2.2287, loss: 2.2287, grad_norm: 2.3868 2020-08-02 21:02:39,981 - mmaction - INFO - Epoch [196][460/940] lr: 5.347e-02, eta: 16:37:30, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.4879, top5_acc: 0.7242, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.3788 2020-08-02 21:02:59,651 - mmaction - INFO - Epoch [196][480/940] lr: 5.347e-02, eta: 16:37:08, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.4902, top5_acc: 0.7279, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.3662 2020-08-02 21:03:20,618 - mmaction - INFO - Epoch [196][500/940] lr: 5.347e-02, eta: 16:36:47, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7143, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.3760 2020-08-02 21:03:40,592 - mmaction - INFO - Epoch [196][520/940] lr: 5.347e-02, eta: 16:36:26, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4928, top5_acc: 0.7174, loss_cls: 2.2434, loss: 2.2434, grad_norm: 2.3599 2020-08-02 21:04:00,546 - mmaction - INFO - Epoch [196][540/940] lr: 5.347e-02, eta: 16:36:05, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.4877, top5_acc: 0.7219, loss_cls: 2.2514, loss: 2.2514, grad_norm: 2.3150 2020-08-02 21:04:21,053 - mmaction - INFO - Epoch [196][560/940] lr: 5.347e-02, eta: 16:35:43, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.4912, top5_acc: 0.7234, loss_cls: 2.2381, loss: 2.2381, grad_norm: 2.3435 2020-08-02 21:04:40,732 - mmaction - INFO - Epoch [196][580/940] lr: 5.347e-02, eta: 16:35:22, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.4881, top5_acc: 0.7213, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.3367 2020-08-02 21:05:01,654 - mmaction - INFO - Epoch [196][600/940] lr: 5.347e-02, eta: 16:35:01, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.4926, top5_acc: 0.7248, loss_cls: 2.2407, loss: 2.2407, grad_norm: 2.3800 2020-08-02 21:05:21,619 - mmaction - INFO - Epoch [196][620/940] lr: 5.347e-02, eta: 16:34:39, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.4768, top5_acc: 0.7234, loss_cls: 2.2705, loss: 2.2705, grad_norm: 2.4254 2020-08-02 21:05:42,347 - mmaction - INFO - Epoch [196][640/940] lr: 5.347e-02, eta: 16:34:18, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.4938, top5_acc: 0.7295, loss_cls: 2.2221, loss: 2.2221, grad_norm: 2.3165 2020-08-02 21:06:02,699 - mmaction - INFO - Epoch [196][660/940] lr: 5.347e-02, eta: 16:33:57, time: 1.013, data_time: 0.003, memory: 6199, top1_acc: 0.4951, top5_acc: 0.7232, loss_cls: 2.2433, loss: 2.2433, grad_norm: 2.3936 2020-08-02 21:06:22,687 - mmaction - INFO - Epoch [196][680/940] lr: 5.347e-02, eta: 16:33:36, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7285, loss_cls: 2.2298, loss: 2.2298, grad_norm: 2.3687 2020-08-02 21:06:43,452 - mmaction - INFO - Epoch [196][700/940] lr: 5.347e-02, eta: 16:33:15, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.4803, top5_acc: 0.7270, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.3802 2020-08-02 21:07:04,519 - mmaction - INFO - Epoch [196][720/940] lr: 5.347e-02, eta: 16:32:54, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.2797, loss: 2.2797, grad_norm: 2.4200 2020-08-02 21:07:24,839 - mmaction - INFO - Epoch [196][740/940] lr: 5.347e-02, eta: 16:32:32, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.4916, top5_acc: 0.7174, loss_cls: 2.2478, loss: 2.2478, grad_norm: 2.3408 2020-08-02 21:07:45,201 - mmaction - INFO - Epoch [196][760/940] lr: 5.347e-02, eta: 16:32:11, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7119, loss_cls: 2.2841, loss: 2.2841, grad_norm: 2.3442 2020-08-02 21:08:05,559 - mmaction - INFO - Epoch [196][780/940] lr: 5.347e-02, eta: 16:31:50, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.4777, top5_acc: 0.7186, loss_cls: 2.2685, loss: 2.2685, grad_norm: 2.4106 2020-08-02 21:08:25,917 - mmaction - INFO - Epoch [196][800/940] lr: 5.347e-02, eta: 16:31:28, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.4857, top5_acc: 0.7188, loss_cls: 2.2830, loss: 2.2830, grad_norm: 2.3767 2020-08-02 21:08:46,703 - mmaction - INFO - Epoch [196][820/940] lr: 5.347e-02, eta: 16:31:07, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.4865, top5_acc: 0.7268, loss_cls: 2.2558, loss: 2.2558, grad_norm: 2.3586 2020-08-02 21:09:07,174 - mmaction - INFO - Epoch [196][840/940] lr: 5.347e-02, eta: 16:30:46, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.4928, top5_acc: 0.7283, loss_cls: 2.2533, loss: 2.2533, grad_norm: 2.3413 2020-08-02 21:09:26,967 - mmaction - INFO - Epoch [196][860/940] lr: 5.347e-02, eta: 16:30:25, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.4936, top5_acc: 0.7301, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.3527 2020-08-02 21:09:47,758 - mmaction - INFO - Epoch [196][880/940] lr: 5.347e-02, eta: 16:30:04, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.4902, top5_acc: 0.7180, loss_cls: 2.2616, loss: 2.2616, grad_norm: 2.3737 2020-08-02 21:10:07,888 - mmaction - INFO - Epoch [196][900/940] lr: 5.347e-02, eta: 16:29:42, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2309, loss: 2.2309, grad_norm: 2.3744 2020-08-02 21:10:28,375 - mmaction - INFO - Epoch [196][920/940] lr: 5.347e-02, eta: 16:29:21, time: 1.022, data_time: 0.002, memory: 6199, top1_acc: 0.4844, top5_acc: 0.7238, loss_cls: 2.2587, loss: 2.2587, grad_norm: 2.3671 2020-08-02 21:10:47,694 - mmaction - INFO - Epoch [196][940/940] lr: 5.347e-02, eta: 16:28:59, time: 0.967, data_time: 0.009, memory: 6199, top1_acc: 0.4972, top5_acc: 0.7171, loss_cls: 2.2496, loss: 2.2496, grad_norm: 2.4013 2020-08-02 21:10:48,092 - mmaction - INFO - Saving checkpoint at 196 epochs 2020-08-02 21:11:41,303 - mmaction - INFO - Epoch [197][20/940] lr: 5.181e-02, eta: 16:28:48, time: 2.595, data_time: 0.554, memory: 6199, top1_acc: 0.4887, top5_acc: 0.7352, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.3673 2020-08-02 21:12:01,048 - mmaction - INFO - Epoch [197][40/940] lr: 5.181e-02, eta: 16:28:26, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.4980, top5_acc: 0.7312, loss_cls: 2.2002, loss: 2.2002, grad_norm: 2.3631 2020-08-02 21:12:20,673 - mmaction - INFO - Epoch [197][60/940] lr: 5.181e-02, eta: 16:28:05, time: 0.979, data_time: 0.002, memory: 6199, top1_acc: 0.4971, top5_acc: 0.7346, loss_cls: 2.2112, loss: 2.2112, grad_norm: 2.3583 2020-08-02 21:12:41,228 - mmaction - INFO - Epoch [197][80/940] lr: 5.181e-02, eta: 16:27:44, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.5039, top5_acc: 0.7334, loss_cls: 2.1862, loss: 2.1862, grad_norm: 2.3757 2020-08-02 21:13:01,801 - mmaction - INFO - Epoch [197][100/940] lr: 5.181e-02, eta: 16:27:23, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4984, top5_acc: 0.7314, loss_cls: 2.2019, loss: 2.2019, grad_norm: 2.3723 2020-08-02 21:13:22,347 - mmaction - INFO - Epoch [197][120/940] lr: 5.181e-02, eta: 16:27:01, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.5051, top5_acc: 0.7307, loss_cls: 2.1556, loss: 2.1556, grad_norm: 2.3638 2020-08-02 21:13:42,881 - mmaction - INFO - Epoch [197][140/940] lr: 5.181e-02, eta: 16:26:40, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.4793, top5_acc: 0.7199, loss_cls: 2.2585, loss: 2.2585, grad_norm: 2.4347 2020-08-02 21:14:03,285 - mmaction - INFO - Epoch [197][160/940] lr: 5.181e-02, eta: 16:26:19, time: 1.019, data_time: 0.003, memory: 6199, top1_acc: 0.4973, top5_acc: 0.7334, loss_cls: 2.2010, loss: 2.2010, grad_norm: 2.3677 2020-08-02 21:14:24,722 - mmaction - INFO - Epoch [197][180/940] lr: 5.181e-02, eta: 16:25:58, time: 1.068, data_time: 0.006, memory: 6199, top1_acc: 0.4971, top5_acc: 0.7312, loss_cls: 2.1984, loss: 2.1984, grad_norm: 2.3891 2020-08-02 21:14:45,625 - mmaction - INFO - Epoch [197][200/940] lr: 5.181e-02, eta: 16:25:37, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.5047, top5_acc: 0.7324, loss_cls: 2.1861, loss: 2.1861, grad_norm: 2.4281 2020-08-02 21:15:06,975 - mmaction - INFO - Epoch [197][220/940] lr: 5.181e-02, eta: 16:25:16, time: 1.071, data_time: 0.009, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7186, loss_cls: 2.2403, loss: 2.2403, grad_norm: 2.3760 2020-08-02 21:15:27,966 - mmaction - INFO - Epoch [197][240/940] lr: 5.181e-02, eta: 16:24:55, time: 1.050, data_time: 0.002, memory: 6199, top1_acc: 0.4695, top5_acc: 0.7209, loss_cls: 2.2988, loss: 2.2988, grad_norm: 2.3728 2020-08-02 21:15:48,444 - mmaction - INFO - Epoch [197][260/940] lr: 5.181e-02, eta: 16:24:34, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.4914, top5_acc: 0.7262, loss_cls: 2.2180, loss: 2.2180, grad_norm: 2.3745 2020-08-02 21:16:09,171 - mmaction - INFO - Epoch [197][280/940] lr: 5.181e-02, eta: 16:24:13, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.4906, top5_acc: 0.7322, loss_cls: 2.2282, loss: 2.2282, grad_norm: 2.3881 2020-08-02 21:16:29,113 - mmaction - INFO - Epoch [197][300/940] lr: 5.181e-02, eta: 16:23:51, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.4848, top5_acc: 0.7275, loss_cls: 2.2257, loss: 2.2257, grad_norm: 2.4080 2020-08-02 21:16:49,589 - mmaction - INFO - Epoch [197][320/940] lr: 5.181e-02, eta: 16:23:30, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.5016, top5_acc: 0.7279, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.3471 2020-08-02 21:17:09,701 - mmaction - INFO - Epoch [197][340/940] lr: 5.181e-02, eta: 16:23:09, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.5021, top5_acc: 0.7295, loss_cls: 2.2131, loss: 2.2131, grad_norm: 2.3270 2020-08-02 21:17:29,911 - mmaction - INFO - Epoch [197][360/940] lr: 5.181e-02, eta: 16:22:47, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.4955, top5_acc: 0.7254, loss_cls: 2.2094, loss: 2.2094, grad_norm: 2.4231 2020-08-02 21:17:50,081 - mmaction - INFO - Epoch [197][380/940] lr: 5.181e-02, eta: 16:22:26, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.4836, top5_acc: 0.7244, loss_cls: 2.2557, loss: 2.2557, grad_norm: 2.4435 2020-08-02 21:18:10,212 - mmaction - INFO - Epoch [197][400/940] lr: 5.181e-02, eta: 16:22:05, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.4838, top5_acc: 0.7152, loss_cls: 2.2630, loss: 2.2630, grad_norm: 2.4062 2020-08-02 21:18:30,378 - mmaction - INFO - Epoch [197][420/940] lr: 5.181e-02, eta: 16:21:43, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.5025, top5_acc: 0.7400, loss_cls: 2.1445, loss: 2.1445, grad_norm: 2.3610 2020-08-02 21:18:50,355 - mmaction - INFO - Epoch [197][440/940] lr: 5.181e-02, eta: 16:21:22, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5078, top5_acc: 0.7416, loss_cls: 2.1700, loss: 2.1700, grad_norm: 2.3768 2020-08-02 21:19:10,901 - mmaction - INFO - Epoch [197][460/940] lr: 5.181e-02, eta: 16:21:01, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.5021, top5_acc: 0.7312, loss_cls: 2.2165, loss: 2.2165, grad_norm: 2.4045 2020-08-02 21:19:31,489 - mmaction - INFO - Epoch [197][480/940] lr: 5.181e-02, eta: 16:20:40, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.4885, top5_acc: 0.7299, loss_cls: 2.2123, loss: 2.2123, grad_norm: 2.4010 2020-08-02 21:19:51,140 - mmaction - INFO - Epoch [197][500/940] lr: 5.181e-02, eta: 16:20:18, time: 0.982, data_time: 0.009, memory: 6199, top1_acc: 0.4965, top5_acc: 0.7277, loss_cls: 2.2159, loss: 2.2159, grad_norm: 2.3386 2020-08-02 21:20:11,498 - mmaction - INFO - Epoch [197][520/940] lr: 5.181e-02, eta: 16:19:57, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.4945, top5_acc: 0.7164, loss_cls: 2.2547, loss: 2.2547, grad_norm: 2.3897 2020-08-02 21:20:31,242 - mmaction - INFO - Epoch [197][540/940] lr: 5.181e-02, eta: 16:19:35, time: 0.987, data_time: 0.002, memory: 6199, top1_acc: 0.4951, top5_acc: 0.7242, loss_cls: 2.2377, loss: 2.2377, grad_norm: 2.3917 2020-08-02 21:20:51,861 - mmaction - INFO - Epoch [197][560/940] lr: 5.181e-02, eta: 16:19:14, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7143, loss_cls: 2.2902, loss: 2.2902, grad_norm: 2.4025 2020-08-02 21:21:11,879 - mmaction - INFO - Epoch [197][580/940] lr: 5.181e-02, eta: 16:18:53, time: 1.004, data_time: 0.012, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7201, loss_cls: 2.2484, loss: 2.2484, grad_norm: 2.3628 2020-08-02 21:21:31,954 - mmaction - INFO - Epoch [197][600/940] lr: 5.181e-02, eta: 16:18:32, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7215, loss_cls: 2.2825, loss: 2.2825, grad_norm: 2.4171 2020-08-02 21:21:52,004 - mmaction - INFO - Epoch [197][620/940] lr: 5.181e-02, eta: 16:18:10, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.4848, top5_acc: 0.7207, loss_cls: 2.2495, loss: 2.2495, grad_norm: 2.4034 2020-08-02 21:22:12,110 - mmaction - INFO - Epoch [197][640/940] lr: 5.181e-02, eta: 16:17:49, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.4918, top5_acc: 0.7305, loss_cls: 2.2040, loss: 2.2040, grad_norm: 2.3853 2020-08-02 21:22:32,890 - mmaction - INFO - Epoch [197][660/940] lr: 5.181e-02, eta: 16:17:28, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7188, loss_cls: 2.2579, loss: 2.2579, grad_norm: 2.4253 2020-08-02 21:22:52,840 - mmaction - INFO - Epoch [197][680/940] lr: 5.181e-02, eta: 16:17:06, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4820, top5_acc: 0.7201, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.4235 2020-08-02 21:23:13,067 - mmaction - INFO - Epoch [197][700/940] lr: 5.181e-02, eta: 16:16:45, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.4811, top5_acc: 0.7189, loss_cls: 2.2671, loss: 2.2671, grad_norm: 2.4071 2020-08-02 21:23:33,400 - mmaction - INFO - Epoch [197][720/940] lr: 5.181e-02, eta: 16:16:24, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.4910, top5_acc: 0.7137, loss_cls: 2.2811, loss: 2.2811, grad_norm: 2.3913 2020-08-02 21:23:53,551 - mmaction - INFO - Epoch [197][740/940] lr: 5.181e-02, eta: 16:16:03, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.4932, top5_acc: 0.7221, loss_cls: 2.2304, loss: 2.2304, grad_norm: 2.3531 2020-08-02 21:24:14,079 - mmaction - INFO - Epoch [197][760/940] lr: 5.181e-02, eta: 16:15:41, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.4820, top5_acc: 0.7217, loss_cls: 2.2556, loss: 2.2556, grad_norm: 2.3701 2020-08-02 21:24:33,933 - mmaction - INFO - Epoch [197][780/940] lr: 5.181e-02, eta: 16:15:20, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4926, top5_acc: 0.7289, loss_cls: 2.2336, loss: 2.2336, grad_norm: 2.4076 2020-08-02 21:24:54,012 - mmaction - INFO - Epoch [197][800/940] lr: 5.181e-02, eta: 16:14:59, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.4869, top5_acc: 0.7275, loss_cls: 2.2499, loss: 2.2499, grad_norm: 2.3827 2020-08-02 21:25:13,928 - mmaction - INFO - Epoch [197][820/940] lr: 5.181e-02, eta: 16:14:37, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.4746, top5_acc: 0.7160, loss_cls: 2.2596, loss: 2.2596, grad_norm: 2.4193 2020-08-02 21:25:33,962 - mmaction - INFO - Epoch [197][840/940] lr: 5.181e-02, eta: 16:14:16, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7240, loss_cls: 2.2481, loss: 2.2481, grad_norm: 2.3712 2020-08-02 21:25:54,496 - mmaction - INFO - Epoch [197][860/940] lr: 5.181e-02, eta: 16:13:55, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.4988, top5_acc: 0.7338, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.4123 2020-08-02 21:26:14,602 - mmaction - INFO - Epoch [197][880/940] lr: 5.181e-02, eta: 16:13:33, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.4992, top5_acc: 0.7314, loss_cls: 2.2164, loss: 2.2164, grad_norm: 2.3828 2020-08-02 21:26:34,584 - mmaction - INFO - Epoch [197][900/940] lr: 5.181e-02, eta: 16:13:12, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.4834, top5_acc: 0.7188, loss_cls: 2.2876, loss: 2.2876, grad_norm: 2.4470 2020-08-02 21:26:54,502 - mmaction - INFO - Epoch [197][920/940] lr: 5.181e-02, eta: 16:12:51, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.4959, top5_acc: 0.7191, loss_cls: 2.2505, loss: 2.2505, grad_norm: 2.3849 2020-08-02 21:27:13,281 - mmaction - INFO - Epoch [197][940/940] lr: 5.181e-02, eta: 16:12:29, time: 0.938, data_time: 0.008, memory: 6199, top1_acc: 0.4870, top5_acc: 0.7242, loss_cls: 2.2559, loss: 2.2559, grad_norm: 2.4036 2020-08-02 21:27:44,595 - mmaction - INFO - Epoch [198][20/940] lr: 5.017e-02, eta: 16:12:11, time: 1.547, data_time: 0.492, memory: 6199, top1_acc: 0.4947, top5_acc: 0.7314, loss_cls: 2.1892, loss: 2.1892, grad_norm: 2.3801 2020-08-02 21:28:04,776 - mmaction - INFO - Epoch [198][40/940] lr: 5.017e-02, eta: 16:11:50, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5105, top5_acc: 0.7369, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.4335 2020-08-02 21:28:24,651 - mmaction - INFO - Epoch [198][60/940] lr: 5.017e-02, eta: 16:11:28, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.4986, top5_acc: 0.7285, loss_cls: 2.2182, loss: 2.2182, grad_norm: 2.3918 2020-08-02 21:28:44,421 - mmaction - INFO - Epoch [198][80/940] lr: 5.017e-02, eta: 16:11:07, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7352, loss_cls: 2.1945, loss: 2.1945, grad_norm: 2.4166 2020-08-02 21:29:04,343 - mmaction - INFO - Epoch [198][100/940] lr: 5.017e-02, eta: 16:10:45, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.4916, top5_acc: 0.7393, loss_cls: 2.2163, loss: 2.2163, grad_norm: 2.4495 2020-08-02 21:29:24,598 - mmaction - INFO - Epoch [198][120/940] lr: 5.017e-02, eta: 16:10:24, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.4828, top5_acc: 0.7215, loss_cls: 2.2639, loss: 2.2639, grad_norm: 2.4233 2020-08-02 21:29:44,388 - mmaction - INFO - Epoch [198][140/940] lr: 5.017e-02, eta: 16:10:03, time: 0.986, data_time: 0.005, memory: 6199, top1_acc: 0.4922, top5_acc: 0.7254, loss_cls: 2.2219, loss: 2.2219, grad_norm: 2.4115 2020-08-02 21:30:04,167 - mmaction - INFO - Epoch [198][160/940] lr: 5.017e-02, eta: 16:09:41, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.5053, top5_acc: 0.7398, loss_cls: 2.1743, loss: 2.1743, grad_norm: 2.3854 2020-08-02 21:30:24,107 - mmaction - INFO - Epoch [198][180/940] lr: 5.017e-02, eta: 16:09:20, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.4941, top5_acc: 0.7348, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.4429 2020-08-02 21:30:43,855 - mmaction - INFO - Epoch [198][200/940] lr: 5.017e-02, eta: 16:08:58, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.5076, top5_acc: 0.7336, loss_cls: 2.1790, loss: 2.1790, grad_norm: 2.3884 2020-08-02 21:31:04,134 - mmaction - INFO - Epoch [198][220/940] lr: 5.017e-02, eta: 16:08:37, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.5031, top5_acc: 0.7318, loss_cls: 2.2120, loss: 2.2120, grad_norm: 2.4322 2020-08-02 21:31:23,930 - mmaction - INFO - Epoch [198][240/940] lr: 5.017e-02, eta: 16:08:16, time: 0.986, data_time: 0.005, memory: 6199, top1_acc: 0.5004, top5_acc: 0.7355, loss_cls: 2.1693, loss: 2.1693, grad_norm: 2.4210 2020-08-02 21:31:43,862 - mmaction - INFO - Epoch [198][260/940] lr: 5.017e-02, eta: 16:07:54, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5078, top5_acc: 0.7369, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.3950 2020-08-02 21:32:04,458 - mmaction - INFO - Epoch [198][280/940] lr: 5.017e-02, eta: 16:07:33, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1915, loss: 2.1915, grad_norm: 2.4433 2020-08-02 21:32:24,498 - mmaction - INFO - Epoch [198][300/940] lr: 5.017e-02, eta: 16:07:12, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4949, top5_acc: 0.7277, loss_cls: 2.2270, loss: 2.2270, grad_norm: 2.4618 2020-08-02 21:32:44,219 - mmaction - INFO - Epoch [198][320/940] lr: 5.017e-02, eta: 16:06:50, time: 0.986, data_time: 0.006, memory: 6199, top1_acc: 0.5074, top5_acc: 0.7385, loss_cls: 2.1659, loss: 2.1659, grad_norm: 2.4147 2020-08-02 21:33:04,681 - mmaction - INFO - Epoch [198][340/940] lr: 5.017e-02, eta: 16:06:29, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.4842, top5_acc: 0.7207, loss_cls: 2.2449, loss: 2.2449, grad_norm: 2.4505 2020-08-02 21:33:24,579 - mmaction - INFO - Epoch [198][360/940] lr: 5.017e-02, eta: 16:06:08, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.4971, top5_acc: 0.7408, loss_cls: 2.1640, loss: 2.1640, grad_norm: 2.3903 2020-08-02 21:33:44,752 - mmaction - INFO - Epoch [198][380/940] lr: 5.017e-02, eta: 16:05:47, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.4869, top5_acc: 0.7297, loss_cls: 2.2317, loss: 2.2317, grad_norm: 2.4763 2020-08-02 21:34:04,775 - mmaction - INFO - Epoch [198][400/940] lr: 5.017e-02, eta: 16:05:25, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2229, loss: 2.2229, grad_norm: 2.4654 2020-08-02 21:34:24,708 - mmaction - INFO - Epoch [198][420/940] lr: 5.017e-02, eta: 16:05:04, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.4957, top5_acc: 0.7225, loss_cls: 2.2260, loss: 2.2260, grad_norm: 2.4176 2020-08-02 21:34:44,493 - mmaction - INFO - Epoch [198][440/940] lr: 5.017e-02, eta: 16:04:42, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.4988, top5_acc: 0.7324, loss_cls: 2.1992, loss: 2.1992, grad_norm: 2.3781 2020-08-02 21:35:04,532 - mmaction - INFO - Epoch [198][460/940] lr: 5.017e-02, eta: 16:04:21, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.4979, top5_acc: 0.7385, loss_cls: 2.1790, loss: 2.1790, grad_norm: 2.4624 2020-08-02 21:35:24,464 - mmaction - INFO - Epoch [198][480/940] lr: 5.017e-02, eta: 16:04:00, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.4900, top5_acc: 0.7178, loss_cls: 2.2511, loss: 2.2511, grad_norm: 2.4410 2020-08-02 21:35:44,524 - mmaction - INFO - Epoch [198][500/940] lr: 5.017e-02, eta: 16:03:38, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.5021, top5_acc: 0.7295, loss_cls: 2.1891, loss: 2.1891, grad_norm: 2.3932 2020-08-02 21:36:04,886 - mmaction - INFO - Epoch [198][520/940] lr: 5.017e-02, eta: 16:03:17, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.4785, top5_acc: 0.7201, loss_cls: 2.2509, loss: 2.2509, grad_norm: 2.4530 2020-08-02 21:36:25,230 - mmaction - INFO - Epoch [198][540/940] lr: 5.017e-02, eta: 16:02:56, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5127, top5_acc: 0.7395, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.3779 2020-08-02 21:36:45,247 - mmaction - INFO - Epoch [198][560/940] lr: 5.017e-02, eta: 16:02:35, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4846, top5_acc: 0.7176, loss_cls: 2.2660, loss: 2.2660, grad_norm: 2.4641 2020-08-02 21:37:05,008 - mmaction - INFO - Epoch [198][580/940] lr: 5.017e-02, eta: 16:02:13, time: 0.987, data_time: 0.009, memory: 6199, top1_acc: 0.4830, top5_acc: 0.7223, loss_cls: 2.2723, loss: 2.2723, grad_norm: 2.4574 2020-08-02 21:37:24,997 - mmaction - INFO - Epoch [198][600/940] lr: 5.017e-02, eta: 16:01:52, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.4791, top5_acc: 0.7063, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.4267 2020-08-02 21:37:45,306 - mmaction - INFO - Epoch [198][620/940] lr: 5.017e-02, eta: 16:01:31, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.4838, top5_acc: 0.7244, loss_cls: 2.2421, loss: 2.2421, grad_norm: 2.4192 2020-08-02 21:38:05,171 - mmaction - INFO - Epoch [198][640/940] lr: 5.017e-02, eta: 16:01:09, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.4934, top5_acc: 0.7299, loss_cls: 2.2212, loss: 2.2212, grad_norm: 2.3994 2020-08-02 21:38:25,096 - mmaction - INFO - Epoch [198][660/940] lr: 5.017e-02, eta: 16:00:48, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.4908, top5_acc: 0.7354, loss_cls: 2.2068, loss: 2.2068, grad_norm: 2.4416 2020-08-02 21:38:45,261 - mmaction - INFO - Epoch [198][680/940] lr: 5.017e-02, eta: 16:00:27, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.5010, top5_acc: 0.7270, loss_cls: 2.2547, loss: 2.2547, grad_norm: 2.4019 2020-08-02 21:39:05,191 - mmaction - INFO - Epoch [198][700/940] lr: 5.017e-02, eta: 16:00:05, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.4887, top5_acc: 0.7320, loss_cls: 2.2242, loss: 2.2242, grad_norm: 2.4481 2020-08-02 21:39:25,229 - mmaction - INFO - Epoch [198][720/940] lr: 5.017e-02, eta: 15:59:44, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1442, loss: 2.1442, grad_norm: 2.3879 2020-08-02 21:39:45,188 - mmaction - INFO - Epoch [198][740/940] lr: 5.017e-02, eta: 15:59:22, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4967, top5_acc: 0.7426, loss_cls: 2.1885, loss: 2.1885, grad_norm: 2.4147 2020-08-02 21:40:05,189 - mmaction - INFO - Epoch [198][760/940] lr: 5.017e-02, eta: 15:59:01, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2177, loss: 2.2177, grad_norm: 2.4103 2020-08-02 21:40:25,353 - mmaction - INFO - Epoch [198][780/940] lr: 5.017e-02, eta: 15:58:40, time: 1.005, data_time: 0.002, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7287, loss_cls: 2.2344, loss: 2.2344, grad_norm: 2.4037 2020-08-02 21:40:45,464 - mmaction - INFO - Epoch [198][800/940] lr: 5.017e-02, eta: 15:58:18, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.5000, top5_acc: 0.7211, loss_cls: 2.2458, loss: 2.2458, grad_norm: 2.3883 2020-08-02 21:41:05,558 - mmaction - INFO - Epoch [198][820/940] lr: 5.017e-02, eta: 15:57:57, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.4949, top5_acc: 0.7277, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.4019 2020-08-02 21:41:25,562 - mmaction - INFO - Epoch [198][840/940] lr: 5.017e-02, eta: 15:57:36, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7293, loss_cls: 2.2007, loss: 2.2007, grad_norm: 2.3938 2020-08-02 21:41:45,871 - mmaction - INFO - Epoch [198][860/940] lr: 5.017e-02, eta: 15:57:15, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.4934, top5_acc: 0.7236, loss_cls: 2.2419, loss: 2.2419, grad_norm: 2.4372 2020-08-02 21:42:05,917 - mmaction - INFO - Epoch [198][880/940] lr: 5.017e-02, eta: 15:56:53, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.4982, top5_acc: 0.7332, loss_cls: 2.1889, loss: 2.1889, grad_norm: 2.3842 2020-08-02 21:42:25,737 - mmaction - INFO - Epoch [198][900/940] lr: 5.017e-02, eta: 15:56:32, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.4908, top5_acc: 0.7236, loss_cls: 2.2487, loss: 2.2487, grad_norm: 2.4672 2020-08-02 21:42:45,841 - mmaction - INFO - Epoch [198][920/940] lr: 5.017e-02, eta: 15:56:11, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.4863, top5_acc: 0.7229, loss_cls: 2.2450, loss: 2.2450, grad_norm: 2.4463 2020-08-02 21:43:04,584 - mmaction - INFO - Epoch [198][940/940] lr: 5.017e-02, eta: 15:55:49, time: 0.938, data_time: 0.008, memory: 6199, top1_acc: 0.4815, top5_acc: 0.7232, loss_cls: 2.2702, loss: 2.2702, grad_norm: 2.4437 2020-08-02 21:43:35,555 - mmaction - INFO - Epoch [199][20/940] lr: 4.856e-02, eta: 15:55:31, time: 1.533, data_time: 0.427, memory: 6199, top1_acc: 0.5131, top5_acc: 0.7447, loss_cls: 2.1170, loss: 2.1170, grad_norm: 2.3823 2020-08-02 21:43:55,619 - mmaction - INFO - Epoch [199][40/940] lr: 4.856e-02, eta: 15:55:09, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.4957, top5_acc: 0.7354, loss_cls: 2.1932, loss: 2.1932, grad_norm: 2.4642 2020-08-02 21:44:15,223 - mmaction - INFO - Epoch [199][60/940] lr: 4.856e-02, eta: 15:54:48, time: 0.984, data_time: 0.008, memory: 6199, top1_acc: 0.4859, top5_acc: 0.7324, loss_cls: 2.2061, loss: 2.2061, grad_norm: 2.4824 2020-08-02 21:44:35,059 - mmaction - INFO - Epoch [199][80/940] lr: 4.856e-02, eta: 15:54:26, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.4965, top5_acc: 0.7359, loss_cls: 2.1897, loss: 2.1897, grad_norm: 2.4197 2020-08-02 21:44:54,763 - mmaction - INFO - Epoch [199][100/940] lr: 4.856e-02, eta: 15:54:05, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.5002, top5_acc: 0.7377, loss_cls: 2.1822, loss: 2.1822, grad_norm: 2.4124 2020-08-02 21:45:14,360 - mmaction - INFO - Epoch [199][120/940] lr: 4.856e-02, eta: 15:53:44, time: 0.976, data_time: 0.003, memory: 6199, top1_acc: 0.4902, top5_acc: 0.7275, loss_cls: 2.1998, loss: 2.1998, grad_norm: 2.4304 2020-08-02 21:45:34,905 - mmaction - INFO - Epoch [199][140/940] lr: 4.856e-02, eta: 15:53:22, time: 1.030, data_time: 0.011, memory: 6199, top1_acc: 0.5068, top5_acc: 0.7320, loss_cls: 2.1635, loss: 2.1635, grad_norm: 2.4204 2020-08-02 21:45:55,172 - mmaction - INFO - Epoch [199][160/940] lr: 4.856e-02, eta: 15:53:01, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.4979, top5_acc: 0.7316, loss_cls: 2.2269, loss: 2.2269, grad_norm: 2.4632 2020-08-02 21:46:15,366 - mmaction - INFO - Epoch [199][180/940] lr: 4.856e-02, eta: 15:52:40, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.5107, top5_acc: 0.7469, loss_cls: 2.1455, loss: 2.1455, grad_norm: 2.3835 2020-08-02 21:46:35,330 - mmaction - INFO - Epoch [199][200/940] lr: 4.856e-02, eta: 15:52:18, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1892, loss: 2.1892, grad_norm: 2.4322 2020-08-02 21:46:55,406 - mmaction - INFO - Epoch [199][220/940] lr: 4.856e-02, eta: 15:51:57, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.4996, top5_acc: 0.7328, loss_cls: 2.1735, loss: 2.1735, grad_norm: 2.4911 2020-08-02 21:47:15,913 - mmaction - INFO - Epoch [199][240/940] lr: 4.856e-02, eta: 15:51:36, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.4916, top5_acc: 0.7236, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.3995 2020-08-02 21:47:35,833 - mmaction - INFO - Epoch [199][260/940] lr: 4.856e-02, eta: 15:51:15, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.4949, top5_acc: 0.7240, loss_cls: 2.1990, loss: 2.1990, grad_norm: 2.4880 2020-08-02 21:47:55,869 - mmaction - INFO - Epoch [199][280/940] lr: 4.856e-02, eta: 15:50:53, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.4979, top5_acc: 0.7344, loss_cls: 2.1937, loss: 2.1937, grad_norm: 2.4139 2020-08-02 21:48:15,698 - mmaction - INFO - Epoch [199][300/940] lr: 4.856e-02, eta: 15:50:32, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.5027, top5_acc: 0.7357, loss_cls: 2.1872, loss: 2.1872, grad_norm: 2.3988 2020-08-02 21:48:36,025 - mmaction - INFO - Epoch [199][320/940] lr: 4.856e-02, eta: 15:50:11, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.5029, top5_acc: 0.7361, loss_cls: 2.1696, loss: 2.1696, grad_norm: 2.4791 2020-08-02 21:48:56,431 - mmaction - INFO - Epoch [199][340/940] lr: 4.856e-02, eta: 15:49:49, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.4908, top5_acc: 0.7229, loss_cls: 2.2593, loss: 2.2593, grad_norm: 2.5165 2020-08-02 21:49:17,660 - mmaction - INFO - Epoch [199][360/940] lr: 4.856e-02, eta: 15:49:28, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.4998, top5_acc: 0.7256, loss_cls: 2.2090, loss: 2.2090, grad_norm: 2.4351 2020-08-02 21:49:38,594 - mmaction - INFO - Epoch [199][380/940] lr: 4.856e-02, eta: 15:49:07, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.4986, top5_acc: 0.7287, loss_cls: 2.2016, loss: 2.2016, grad_norm: 2.5092 2020-08-02 21:50:00,067 - mmaction - INFO - Epoch [199][400/940] lr: 4.856e-02, eta: 15:48:46, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.5031, top5_acc: 0.7346, loss_cls: 2.1931, loss: 2.1931, grad_norm: 2.4645 2020-08-02 21:50:20,123 - mmaction - INFO - Epoch [199][420/940] lr: 4.856e-02, eta: 15:48:25, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.4930, top5_acc: 0.7268, loss_cls: 2.1970, loss: 2.1970, grad_norm: 2.4491 2020-08-02 21:50:41,688 - mmaction - INFO - Epoch [199][440/940] lr: 4.856e-02, eta: 15:48:04, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.5041, top5_acc: 0.7307, loss_cls: 2.1615, loss: 2.1615, grad_norm: 2.4469 2020-08-02 21:51:03,004 - mmaction - INFO - Epoch [199][460/940] lr: 4.856e-02, eta: 15:47:43, time: 1.068, data_time: 0.008, memory: 6199, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2301, loss: 2.2301, grad_norm: 2.4804 2020-08-02 21:51:23,942 - mmaction - INFO - Epoch [199][480/940] lr: 4.856e-02, eta: 15:47:22, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.5039, top5_acc: 0.7426, loss_cls: 2.1572, loss: 2.1572, grad_norm: 2.4125 2020-08-02 21:51:44,988 - mmaction - INFO - Epoch [199][500/940] lr: 4.856e-02, eta: 15:47:01, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.4893, top5_acc: 0.7283, loss_cls: 2.2259, loss: 2.2259, grad_norm: 2.4138 2020-08-02 21:52:05,118 - mmaction - INFO - Epoch [199][520/940] lr: 4.856e-02, eta: 15:46:40, time: 1.003, data_time: 0.003, memory: 6199, top1_acc: 0.4928, top5_acc: 0.7213, loss_cls: 2.2516, loss: 2.2516, grad_norm: 2.4902 2020-08-02 21:52:25,200 - mmaction - INFO - Epoch [199][540/940] lr: 4.856e-02, eta: 15:46:19, time: 1.005, data_time: 0.010, memory: 6199, top1_acc: 0.4936, top5_acc: 0.7203, loss_cls: 2.2174, loss: 2.2174, grad_norm: 2.4638 2020-08-02 21:52:45,399 - mmaction - INFO - Epoch [199][560/940] lr: 4.856e-02, eta: 15:45:57, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.4916, top5_acc: 0.7383, loss_cls: 2.1734, loss: 2.1734, grad_norm: 2.4414 2020-08-02 21:53:05,488 - mmaction - INFO - Epoch [199][580/940] lr: 4.856e-02, eta: 15:45:36, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5008, top5_acc: 0.7340, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.4638 2020-08-02 21:53:25,496 - mmaction - INFO - Epoch [199][600/940] lr: 4.856e-02, eta: 15:45:15, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7232, loss_cls: 2.2197, loss: 2.2197, grad_norm: 2.4708 2020-08-02 21:53:45,516 - mmaction - INFO - Epoch [199][620/940] lr: 4.856e-02, eta: 15:44:53, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.5004, top5_acc: 0.7338, loss_cls: 2.1946, loss: 2.1946, grad_norm: 2.4451 2020-08-02 21:54:05,434 - mmaction - INFO - Epoch [199][640/940] lr: 4.856e-02, eta: 15:44:32, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.5031, top5_acc: 0.7385, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.4707 2020-08-02 21:54:25,580 - mmaction - INFO - Epoch [199][660/940] lr: 4.856e-02, eta: 15:44:11, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.4826, top5_acc: 0.7195, loss_cls: 2.2414, loss: 2.2414, grad_norm: 2.4900 2020-08-02 21:54:45,540 - mmaction - INFO - Epoch [199][680/940] lr: 4.856e-02, eta: 15:43:49, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.4992, top5_acc: 0.7301, loss_cls: 2.2080, loss: 2.2080, grad_norm: 2.4610 2020-08-02 21:55:05,566 - mmaction - INFO - Epoch [199][700/940] lr: 4.856e-02, eta: 15:43:28, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.5045, top5_acc: 0.7295, loss_cls: 2.1845, loss: 2.1845, grad_norm: 2.4052 2020-08-02 21:55:25,659 - mmaction - INFO - Epoch [199][720/940] lr: 4.856e-02, eta: 15:43:07, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.4965, top5_acc: 0.7316, loss_cls: 2.2080, loss: 2.2080, grad_norm: 2.4477 2020-08-02 21:55:46,101 - mmaction - INFO - Epoch [199][740/940] lr: 4.856e-02, eta: 15:42:45, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.4910, top5_acc: 0.7303, loss_cls: 2.2356, loss: 2.2356, grad_norm: 2.4721 2020-08-02 21:56:06,051 - mmaction - INFO - Epoch [199][760/940] lr: 4.856e-02, eta: 15:42:24, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.4934, top5_acc: 0.7338, loss_cls: 2.2213, loss: 2.2213, grad_norm: 2.4107 2020-08-02 21:56:26,324 - mmaction - INFO - Epoch [199][780/940] lr: 4.856e-02, eta: 15:42:03, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7420, loss_cls: 2.1277, loss: 2.1277, grad_norm: 2.4296 2020-08-02 21:56:46,477 - mmaction - INFO - Epoch [199][800/940] lr: 4.856e-02, eta: 15:41:42, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.4906, top5_acc: 0.7271, loss_cls: 2.2432, loss: 2.2432, grad_norm: 2.4413 2020-08-02 21:57:06,514 - mmaction - INFO - Epoch [199][820/940] lr: 4.856e-02, eta: 15:41:20, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5012, top5_acc: 0.7293, loss_cls: 2.2206, loss: 2.2206, grad_norm: 2.4253 2020-08-02 21:57:26,634 - mmaction - INFO - Epoch [199][840/940] lr: 4.856e-02, eta: 15:40:59, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5074, top5_acc: 0.7340, loss_cls: 2.1763, loss: 2.1763, grad_norm: 2.4485 2020-08-02 21:57:46,649 - mmaction - INFO - Epoch [199][860/940] lr: 4.856e-02, eta: 15:40:38, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.5039, top5_acc: 0.7400, loss_cls: 2.1708, loss: 2.1708, grad_norm: 2.4222 2020-08-02 21:58:06,585 - mmaction - INFO - Epoch [199][880/940] lr: 4.856e-02, eta: 15:40:16, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7354, loss_cls: 2.1709, loss: 2.1709, grad_norm: 2.3882 2020-08-02 21:58:26,581 - mmaction - INFO - Epoch [199][900/940] lr: 4.856e-02, eta: 15:39:55, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.4900, top5_acc: 0.7258, loss_cls: 2.2238, loss: 2.2238, grad_norm: 2.4329 2020-08-02 21:58:46,543 - mmaction - INFO - Epoch [199][920/940] lr: 4.856e-02, eta: 15:39:34, time: 0.997, data_time: 0.003, memory: 6199, top1_acc: 0.4996, top5_acc: 0.7344, loss_cls: 2.2025, loss: 2.2025, grad_norm: 2.4471 2020-08-02 21:59:07,715 - mmaction - INFO - Epoch [199][940/940] lr: 4.856e-02, eta: 15:39:13, time: 1.057, data_time: 0.006, memory: 6199, top1_acc: 0.5053, top5_acc: 0.7384, loss_cls: 2.1764, loss: 2.1764, grad_norm: 2.4477 2020-08-02 21:59:37,633 - mmaction - INFO - Epoch [200][20/940] lr: 4.697e-02, eta: 15:38:54, time: 1.479, data_time: 0.499, memory: 6199, top1_acc: 0.5100, top5_acc: 0.7422, loss_cls: 2.1439, loss: 2.1439, grad_norm: 2.4277 2020-08-02 21:59:57,296 - mmaction - INFO - Epoch [200][40/940] lr: 4.697e-02, eta: 15:38:33, time: 0.982, data_time: 0.009, memory: 6199, top1_acc: 0.5066, top5_acc: 0.7320, loss_cls: 2.1759, loss: 2.1759, grad_norm: 2.4393 2020-08-02 22:00:20,930 - mmaction - INFO - Epoch [200][60/940] lr: 4.697e-02, eta: 15:38:12, time: 1.175, data_time: 0.007, memory: 6199, top1_acc: 0.4984, top5_acc: 0.7295, loss_cls: 2.2194, loss: 2.2194, grad_norm: 2.4967 2020-08-02 22:00:41,043 - mmaction - INFO - Epoch [200][80/940] lr: 4.697e-02, eta: 15:37:51, time: 1.014, data_time: 0.021, memory: 6199, top1_acc: 0.5029, top5_acc: 0.7350, loss_cls: 2.1838, loss: 2.1838, grad_norm: 2.4412 2020-08-02 22:01:01,054 - mmaction - INFO - Epoch [200][100/940] lr: 4.697e-02, eta: 15:37:30, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.5029, top5_acc: 0.7336, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.4755 2020-08-02 22:01:21,135 - mmaction - INFO - Epoch [200][120/940] lr: 4.697e-02, eta: 15:37:08, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.5123, top5_acc: 0.7334, loss_cls: 2.1717, loss: 2.1717, grad_norm: 2.4596 2020-08-02 22:01:41,167 - mmaction - INFO - Epoch [200][140/940] lr: 4.697e-02, eta: 15:36:47, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5117, top5_acc: 0.7371, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.4430 2020-08-02 22:02:01,218 - mmaction - INFO - Epoch [200][160/940] lr: 4.697e-02, eta: 15:36:26, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.5072, top5_acc: 0.7389, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.4509 2020-08-02 22:02:21,596 - mmaction - INFO - Epoch [200][180/940] lr: 4.697e-02, eta: 15:36:04, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.5020, top5_acc: 0.7367, loss_cls: 2.1629, loss: 2.1629, grad_norm: 2.5076 2020-08-02 22:02:42,128 - mmaction - INFO - Epoch [200][200/940] lr: 4.697e-02, eta: 15:35:43, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.4984, top5_acc: 0.7354, loss_cls: 2.1814, loss: 2.1814, grad_norm: 2.4616 2020-08-02 22:03:02,204 - mmaction - INFO - Epoch [200][220/940] lr: 4.697e-02, eta: 15:35:22, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.5020, top5_acc: 0.7354, loss_cls: 2.1844, loss: 2.1844, grad_norm: 2.5230 2020-08-02 22:03:22,340 - mmaction - INFO - Epoch [200][240/940] lr: 4.697e-02, eta: 15:35:01, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5029, top5_acc: 0.7416, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.5005 2020-08-02 22:03:42,558 - mmaction - INFO - Epoch [200][260/940] lr: 4.697e-02, eta: 15:34:39, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5006, top5_acc: 0.7416, loss_cls: 2.1530, loss: 2.1530, grad_norm: 2.4894 2020-08-02 22:04:03,475 - mmaction - INFO - Epoch [200][280/940] lr: 4.697e-02, eta: 15:34:18, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1839, loss: 2.1839, grad_norm: 2.4802 2020-08-02 22:04:23,903 - mmaction - INFO - Epoch [200][300/940] lr: 4.697e-02, eta: 15:33:57, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.5100, top5_acc: 0.7375, loss_cls: 2.1616, loss: 2.1616, grad_norm: 2.4666 2020-08-02 22:04:43,832 - mmaction - INFO - Epoch [200][320/940] lr: 4.697e-02, eta: 15:33:36, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.4977, top5_acc: 0.7322, loss_cls: 2.1902, loss: 2.1902, grad_norm: 2.4527 2020-08-02 22:05:03,957 - mmaction - INFO - Epoch [200][340/940] lr: 4.697e-02, eta: 15:33:15, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.4992, top5_acc: 0.7260, loss_cls: 2.2126, loss: 2.2126, grad_norm: 2.4921 2020-08-02 22:05:23,931 - mmaction - INFO - Epoch [200][360/940] lr: 4.697e-02, eta: 15:32:53, time: 0.995, data_time: 0.002, memory: 6199, top1_acc: 0.5008, top5_acc: 0.7213, loss_cls: 2.2348, loss: 2.2348, grad_norm: 2.4500 2020-08-02 22:05:44,317 - mmaction - INFO - Epoch [200][380/940] lr: 4.697e-02, eta: 15:32:32, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.5164, top5_acc: 0.7541, loss_cls: 2.0803, loss: 2.0803, grad_norm: 2.4846 2020-08-02 22:06:04,451 - mmaction - INFO - Epoch [200][400/940] lr: 4.697e-02, eta: 15:32:11, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1961, loss: 2.1961, grad_norm: 2.4758 2020-08-02 22:06:24,683 - mmaction - INFO - Epoch [200][420/940] lr: 4.697e-02, eta: 15:31:49, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.5078, top5_acc: 0.7381, loss_cls: 2.1662, loss: 2.1662, grad_norm: 2.4266 2020-08-02 22:06:44,718 - mmaction - INFO - Epoch [200][440/940] lr: 4.697e-02, eta: 15:31:28, time: 1.007, data_time: 0.010, memory: 6199, top1_acc: 0.5076, top5_acc: 0.7309, loss_cls: 2.1663, loss: 2.1663, grad_norm: 2.4943 2020-08-02 22:07:04,885 - mmaction - INFO - Epoch [200][460/940] lr: 4.697e-02, eta: 15:31:07, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.4990, top5_acc: 0.7270, loss_cls: 2.2363, loss: 2.2363, grad_norm: 2.4985 2020-08-02 22:07:24,842 - mmaction - INFO - Epoch [200][480/940] lr: 4.697e-02, eta: 15:30:45, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.4928, top5_acc: 0.7453, loss_cls: 2.1589, loss: 2.1589, grad_norm: 2.5363 2020-08-02 22:07:44,775 - mmaction - INFO - Epoch [200][500/940] lr: 4.697e-02, eta: 15:30:24, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.5072, top5_acc: 0.7273, loss_cls: 2.2035, loss: 2.2035, grad_norm: 2.5162 2020-08-02 22:08:04,735 - mmaction - INFO - Epoch [200][520/940] lr: 4.697e-02, eta: 15:30:03, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.4998, top5_acc: 0.7336, loss_cls: 2.1757, loss: 2.1757, grad_norm: 2.4532 2020-08-02 22:08:24,782 - mmaction - INFO - Epoch [200][540/940] lr: 4.697e-02, eta: 15:29:41, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.5055, top5_acc: 0.7371, loss_cls: 2.1602, loss: 2.1602, grad_norm: 2.4987 2020-08-02 22:08:45,157 - mmaction - INFO - Epoch [200][560/940] lr: 4.697e-02, eta: 15:29:20, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.5064, top5_acc: 0.7361, loss_cls: 2.1911, loss: 2.1911, grad_norm: 2.4922 2020-08-02 22:09:05,340 - mmaction - INFO - Epoch [200][580/940] lr: 4.697e-02, eta: 15:28:59, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5076, top5_acc: 0.7348, loss_cls: 2.1544, loss: 2.1544, grad_norm: 2.4348 2020-08-02 22:09:26,040 - mmaction - INFO - Epoch [200][600/940] lr: 4.697e-02, eta: 15:28:38, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.5014, top5_acc: 0.7346, loss_cls: 2.1541, loss: 2.1541, grad_norm: 2.4841 2020-08-02 22:09:45,879 - mmaction - INFO - Epoch [200][620/940] lr: 4.697e-02, eta: 15:28:16, time: 0.987, data_time: 0.005, memory: 6199, top1_acc: 0.5021, top5_acc: 0.7242, loss_cls: 2.2173, loss: 2.2173, grad_norm: 2.4777 2020-08-02 22:10:06,862 - mmaction - INFO - Epoch [200][640/940] lr: 4.697e-02, eta: 15:27:55, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.4840, top5_acc: 0.7291, loss_cls: 2.2441, loss: 2.2441, grad_norm: 2.4879 2020-08-02 22:10:26,897 - mmaction - INFO - Epoch [200][660/940] lr: 4.697e-02, eta: 15:27:34, time: 1.002, data_time: 0.002, memory: 6199, top1_acc: 0.5020, top5_acc: 0.7209, loss_cls: 2.2191, loss: 2.2191, grad_norm: 2.4507 2020-08-02 22:10:47,764 - mmaction - INFO - Epoch [200][680/940] lr: 4.697e-02, eta: 15:27:13, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.4963, top5_acc: 0.7277, loss_cls: 2.2122, loss: 2.2122, grad_norm: 2.4391 2020-08-02 22:11:07,681 - mmaction - INFO - Epoch [200][700/940] lr: 4.697e-02, eta: 15:26:52, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7264, loss_cls: 2.2394, loss: 2.2394, grad_norm: 2.4861 2020-08-02 22:11:28,138 - mmaction - INFO - Epoch [200][720/940] lr: 4.697e-02, eta: 15:26:30, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.4893, top5_acc: 0.7217, loss_cls: 2.2398, loss: 2.2398, grad_norm: 2.5063 2020-08-02 22:11:49,673 - mmaction - INFO - Epoch [200][740/940] lr: 4.697e-02, eta: 15:26:10, time: 1.073, data_time: 0.003, memory: 6199, top1_acc: 0.4924, top5_acc: 0.7219, loss_cls: 2.2516, loss: 2.2516, grad_norm: 2.4789 2020-08-02 22:12:09,807 - mmaction - INFO - Epoch [200][760/940] lr: 4.697e-02, eta: 15:25:48, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1988, loss: 2.1988, grad_norm: 2.4546 2020-08-02 22:12:30,146 - mmaction - INFO - Epoch [200][780/940] lr: 4.697e-02, eta: 15:25:27, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7408, loss_cls: 2.1412, loss: 2.1412, grad_norm: 2.4682 2020-08-02 22:12:50,107 - mmaction - INFO - Epoch [200][800/940] lr: 4.697e-02, eta: 15:25:06, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.4998, top5_acc: 0.7350, loss_cls: 2.1895, loss: 2.1895, grad_norm: 2.5123 2020-08-02 22:13:10,273 - mmaction - INFO - Epoch [200][820/940] lr: 4.697e-02, eta: 15:24:44, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.4920, top5_acc: 0.7271, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.4788 2020-08-02 22:13:30,271 - mmaction - INFO - Epoch [200][840/940] lr: 4.697e-02, eta: 15:24:23, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.5070, top5_acc: 0.7346, loss_cls: 2.1844, loss: 2.1844, grad_norm: 2.4620 2020-08-02 22:13:50,474 - mmaction - INFO - Epoch [200][860/940] lr: 4.697e-02, eta: 15:24:02, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5105, top5_acc: 0.7395, loss_cls: 2.1699, loss: 2.1699, grad_norm: 2.4623 2020-08-02 22:14:10,493 - mmaction - INFO - Epoch [200][880/940] lr: 4.697e-02, eta: 15:23:41, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5078, top5_acc: 0.7342, loss_cls: 2.1831, loss: 2.1831, grad_norm: 2.4721 2020-08-02 22:14:30,860 - mmaction - INFO - Epoch [200][900/940] lr: 4.697e-02, eta: 15:23:19, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.4975, top5_acc: 0.7342, loss_cls: 2.2079, loss: 2.2079, grad_norm: 2.4805 2020-08-02 22:14:50,931 - mmaction - INFO - Epoch [200][920/940] lr: 4.697e-02, eta: 15:22:58, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.4916, top5_acc: 0.7338, loss_cls: 2.2047, loss: 2.2047, grad_norm: 2.4975 2020-08-02 22:15:09,466 - mmaction - INFO - Epoch [200][940/940] lr: 4.697e-02, eta: 15:22:36, time: 0.926, data_time: 0.005, memory: 6199, top1_acc: 0.4903, top5_acc: 0.7269, loss_cls: 2.2118, loss: 2.2118, grad_norm: 2.4667 2020-08-02 22:15:09,840 - mmaction - INFO - Saving checkpoint at 200 epochs 2020-08-02 22:15:42,948 - mmaction - INFO - Epoch [201][20/940] lr: 4.540e-02, eta: 15:22:18, time: 1.558, data_time: 0.517, memory: 6199, top1_acc: 0.5133, top5_acc: 0.7449, loss_cls: 2.1211, loss: 2.1211, grad_norm: 2.4604 2020-08-02 22:16:03,049 - mmaction - INFO - Epoch [201][40/940] lr: 4.540e-02, eta: 15:21:57, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.5115, top5_acc: 0.7398, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.4853 2020-08-02 22:16:23,600 - mmaction - INFO - Epoch [201][60/940] lr: 4.540e-02, eta: 15:21:36, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1438, loss: 2.1438, grad_norm: 2.4598 2020-08-02 22:16:43,604 - mmaction - INFO - Epoch [201][80/940] lr: 4.540e-02, eta: 15:21:14, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.5002, top5_acc: 0.7361, loss_cls: 2.1962, loss: 2.1962, grad_norm: 2.5035 2020-08-02 22:17:03,693 - mmaction - INFO - Epoch [201][100/940] lr: 4.540e-02, eta: 15:20:53, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5139, top5_acc: 0.7424, loss_cls: 2.1149, loss: 2.1149, grad_norm: 2.5200 2020-08-02 22:17:23,368 - mmaction - INFO - Epoch [201][120/940] lr: 4.540e-02, eta: 15:20:32, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.4963, top5_acc: 0.7268, loss_cls: 2.2235, loss: 2.2235, grad_norm: 2.4894 2020-08-02 22:17:43,624 - mmaction - INFO - Epoch [201][140/940] lr: 4.540e-02, eta: 15:20:10, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5014, top5_acc: 0.7324, loss_cls: 2.1766, loss: 2.1766, grad_norm: 2.5240 2020-08-02 22:18:04,160 - mmaction - INFO - Epoch [201][160/940] lr: 4.540e-02, eta: 15:19:49, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.5037, top5_acc: 0.7426, loss_cls: 2.1558, loss: 2.1558, grad_norm: 2.4904 2020-08-02 22:18:24,507 - mmaction - INFO - Epoch [201][180/940] lr: 4.540e-02, eta: 15:19:28, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5115, top5_acc: 0.7408, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.4801 2020-08-02 22:18:44,680 - mmaction - INFO - Epoch [201][200/940] lr: 4.540e-02, eta: 15:19:07, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5090, top5_acc: 0.7381, loss_cls: 2.1768, loss: 2.1768, grad_norm: 2.5190 2020-08-02 22:19:04,952 - mmaction - INFO - Epoch [201][220/940] lr: 4.540e-02, eta: 15:18:45, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.5141, top5_acc: 0.7404, loss_cls: 2.1490, loss: 2.1490, grad_norm: 2.4954 2020-08-02 22:19:25,183 - mmaction - INFO - Epoch [201][240/940] lr: 4.540e-02, eta: 15:18:24, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5025, top5_acc: 0.7285, loss_cls: 2.2042, loss: 2.2042, grad_norm: 2.4676 2020-08-02 22:19:45,280 - mmaction - INFO - Epoch [201][260/940] lr: 4.540e-02, eta: 15:18:03, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1758, loss: 2.1758, grad_norm: 2.4815 2020-08-02 22:20:04,955 - mmaction - INFO - Epoch [201][280/940] lr: 4.540e-02, eta: 15:17:42, time: 0.983, data_time: 0.005, memory: 6199, top1_acc: 0.4998, top5_acc: 0.7371, loss_cls: 2.1873, loss: 2.1873, grad_norm: 2.5513 2020-08-02 22:20:26,009 - mmaction - INFO - Epoch [201][300/940] lr: 4.540e-02, eta: 15:17:20, time: 1.053, data_time: 0.003, memory: 6199, top1_acc: 0.5062, top5_acc: 0.7443, loss_cls: 2.1665, loss: 2.1665, grad_norm: 2.5185 2020-08-02 22:20:46,342 - mmaction - INFO - Epoch [201][320/940] lr: 4.540e-02, eta: 15:16:59, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.5029, top5_acc: 0.7242, loss_cls: 2.1977, loss: 2.1977, grad_norm: 2.4736 2020-08-02 22:21:07,237 - mmaction - INFO - Epoch [201][340/940] lr: 4.540e-02, eta: 15:16:38, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.5049, top5_acc: 0.7393, loss_cls: 2.1478, loss: 2.1478, grad_norm: 2.4883 2020-08-02 22:21:28,317 - mmaction - INFO - Epoch [201][360/940] lr: 4.540e-02, eta: 15:16:17, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.5148, top5_acc: 0.7412, loss_cls: 2.1473, loss: 2.1473, grad_norm: 2.4682 2020-08-02 22:21:49,640 - mmaction - INFO - Epoch [201][380/940] lr: 4.540e-02, eta: 15:15:56, time: 1.069, data_time: 0.009, memory: 6199, top1_acc: 0.4980, top5_acc: 0.7320, loss_cls: 2.2153, loss: 2.2153, grad_norm: 2.5035 2020-08-02 22:22:10,845 - mmaction - INFO - Epoch [201][400/940] lr: 4.540e-02, eta: 15:15:35, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.5068, top5_acc: 0.7439, loss_cls: 2.1466, loss: 2.1466, grad_norm: 2.5119 2020-08-02 22:22:30,812 - mmaction - INFO - Epoch [201][420/940] lr: 4.540e-02, eta: 15:15:14, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.5057, top5_acc: 0.7342, loss_cls: 2.1618, loss: 2.1618, grad_norm: 2.4664 2020-08-02 22:22:51,814 - mmaction - INFO - Epoch [201][440/940] lr: 4.540e-02, eta: 15:14:53, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.5189, top5_acc: 0.7480, loss_cls: 2.1122, loss: 2.1122, grad_norm: 2.4776 2020-08-02 22:23:13,274 - mmaction - INFO - Epoch [201][460/940] lr: 4.540e-02, eta: 15:14:32, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.4953, top5_acc: 0.7246, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.4958 2020-08-02 22:23:33,650 - mmaction - INFO - Epoch [201][480/940] lr: 4.540e-02, eta: 15:14:11, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5010, top5_acc: 0.7357, loss_cls: 2.1727, loss: 2.1727, grad_norm: 2.4853 2020-08-02 22:23:53,926 - mmaction - INFO - Epoch [201][500/940] lr: 4.540e-02, eta: 15:13:50, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.4928, top5_acc: 0.7393, loss_cls: 2.2004, loss: 2.2004, grad_norm: 2.5026 2020-08-02 22:24:14,300 - mmaction - INFO - Epoch [201][520/940] lr: 4.540e-02, eta: 15:13:28, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.5016, top5_acc: 0.7340, loss_cls: 2.1769, loss: 2.1769, grad_norm: 2.4962 2020-08-02 22:24:35,780 - mmaction - INFO - Epoch [201][540/940] lr: 4.540e-02, eta: 15:13:07, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.5006, top5_acc: 0.7338, loss_cls: 2.1974, loss: 2.1974, grad_norm: 2.4771 2020-08-02 22:24:56,888 - mmaction - INFO - Epoch [201][560/940] lr: 4.540e-02, eta: 15:12:46, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.4918, top5_acc: 0.7322, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.5286 2020-08-02 22:25:17,824 - mmaction - INFO - Epoch [201][580/940] lr: 4.540e-02, eta: 15:12:25, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.5033, top5_acc: 0.7326, loss_cls: 2.1634, loss: 2.1634, grad_norm: 2.4863 2020-08-02 22:25:39,466 - mmaction - INFO - Epoch [201][600/940] lr: 4.540e-02, eta: 15:12:04, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.5086, top5_acc: 0.7357, loss_cls: 2.1669, loss: 2.1669, grad_norm: 2.5264 2020-08-02 22:25:59,193 - mmaction - INFO - Epoch [201][620/940] lr: 4.540e-02, eta: 15:11:43, time: 0.987, data_time: 0.004, memory: 6199, top1_acc: 0.4994, top5_acc: 0.7354, loss_cls: 2.1868, loss: 2.1868, grad_norm: 2.5411 2020-08-02 22:26:20,386 - mmaction - INFO - Epoch [201][640/940] lr: 4.540e-02, eta: 15:11:22, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.5146, top5_acc: 0.7391, loss_cls: 2.1266, loss: 2.1266, grad_norm: 2.4592 2020-08-02 22:26:42,255 - mmaction - INFO - Epoch [201][660/940] lr: 4.540e-02, eta: 15:11:01, time: 1.093, data_time: 0.005, memory: 6199, top1_acc: 0.5045, top5_acc: 0.7314, loss_cls: 2.2046, loss: 2.2046, grad_norm: 2.5408 2020-08-02 22:27:02,381 - mmaction - INFO - Epoch [201][680/940] lr: 4.540e-02, eta: 15:10:40, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1691, loss: 2.1691, grad_norm: 2.4643 2020-08-02 22:27:23,030 - mmaction - INFO - Epoch [201][700/940] lr: 4.540e-02, eta: 15:10:19, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7322, loss_cls: 2.1853, loss: 2.1853, grad_norm: 2.4956 2020-08-02 22:27:43,061 - mmaction - INFO - Epoch [201][720/940] lr: 4.540e-02, eta: 15:09:58, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7340, loss_cls: 2.1801, loss: 2.1801, grad_norm: 2.5076 2020-08-02 22:28:03,614 - mmaction - INFO - Epoch [201][740/940] lr: 4.540e-02, eta: 15:09:36, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.5033, top5_acc: 0.7381, loss_cls: 2.1735, loss: 2.1735, grad_norm: 2.5084 2020-08-02 22:28:24,575 - mmaction - INFO - Epoch [201][760/940] lr: 4.540e-02, eta: 15:09:15, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.5068, top5_acc: 0.7414, loss_cls: 2.1361, loss: 2.1361, grad_norm: 2.5147 2020-08-02 22:28:44,964 - mmaction - INFO - Epoch [201][780/940] lr: 4.540e-02, eta: 15:08:54, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.4988, top5_acc: 0.7277, loss_cls: 2.2083, loss: 2.2083, grad_norm: 2.4831 2020-08-02 22:29:04,985 - mmaction - INFO - Epoch [201][800/940] lr: 4.540e-02, eta: 15:08:33, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.4930, top5_acc: 0.7410, loss_cls: 2.1549, loss: 2.1549, grad_norm: 2.4849 2020-08-02 22:29:24,871 - mmaction - INFO - Epoch [201][820/940] lr: 4.540e-02, eta: 15:08:11, time: 0.990, data_time: 0.010, memory: 6199, top1_acc: 0.5088, top5_acc: 0.7422, loss_cls: 2.1452, loss: 2.1452, grad_norm: 2.5686 2020-08-02 22:29:45,010 - mmaction - INFO - Epoch [201][840/940] lr: 4.540e-02, eta: 15:07:50, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.4947, top5_acc: 0.7230, loss_cls: 2.2263, loss: 2.2263, grad_norm: 2.5063 2020-08-02 22:30:05,264 - mmaction - INFO - Epoch [201][860/940] lr: 4.540e-02, eta: 15:07:29, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.4982, top5_acc: 0.7332, loss_cls: 2.1597, loss: 2.1597, grad_norm: 2.4566 2020-08-02 22:30:25,885 - mmaction - INFO - Epoch [201][880/940] lr: 4.540e-02, eta: 15:07:08, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.5027, top5_acc: 0.7357, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.5533 2020-08-02 22:30:45,998 - mmaction - INFO - Epoch [201][900/940] lr: 4.540e-02, eta: 15:06:47, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.5014, top5_acc: 0.7367, loss_cls: 2.1963, loss: 2.1963, grad_norm: 2.4990 2020-08-02 22:31:06,000 - mmaction - INFO - Epoch [201][920/940] lr: 4.540e-02, eta: 15:06:25, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5010, top5_acc: 0.7316, loss_cls: 2.2057, loss: 2.2057, grad_norm: 2.4951 2020-08-02 22:31:24,759 - mmaction - INFO - Epoch [201][940/940] lr: 4.540e-02, eta: 15:06:04, time: 0.938, data_time: 0.009, memory: 6199, top1_acc: 0.4998, top5_acc: 0.7242, loss_cls: 2.2309, loss: 2.2309, grad_norm: 2.5588 2020-08-02 22:31:54,599 - mmaction - INFO - Epoch [202][20/940] lr: 4.385e-02, eta: 15:05:45, time: 1.473, data_time: 0.483, memory: 6199, top1_acc: 0.5084, top5_acc: 0.7410, loss_cls: 2.1699, loss: 2.1699, grad_norm: 2.4758 2020-08-02 22:32:14,803 - mmaction - INFO - Epoch [202][40/940] lr: 4.385e-02, eta: 15:05:24, time: 1.010, data_time: 0.011, memory: 6199, top1_acc: 0.5156, top5_acc: 0.7379, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.5364 2020-08-02 22:32:35,011 - mmaction - INFO - Epoch [202][60/940] lr: 4.385e-02, eta: 15:05:02, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.4982, top5_acc: 0.7285, loss_cls: 2.1808, loss: 2.1808, grad_norm: 2.5101 2020-08-02 22:32:55,384 - mmaction - INFO - Epoch [202][80/940] lr: 4.385e-02, eta: 15:04:41, time: 1.021, data_time: 0.011, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7422, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.4965 2020-08-02 22:33:16,017 - mmaction - INFO - Epoch [202][100/940] lr: 4.385e-02, eta: 15:04:20, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.4996, top5_acc: 0.7385, loss_cls: 2.1843, loss: 2.1843, grad_norm: 2.5415 2020-08-02 22:33:35,924 - mmaction - INFO - Epoch [202][120/940] lr: 4.385e-02, eta: 15:03:59, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.5180, top5_acc: 0.7434, loss_cls: 2.1118, loss: 2.1118, grad_norm: 2.4965 2020-08-02 22:33:58,284 - mmaction - INFO - Epoch [202][140/940] lr: 4.385e-02, eta: 15:03:38, time: 1.115, data_time: 0.007, memory: 6199, top1_acc: 0.5141, top5_acc: 0.7443, loss_cls: 2.1483, loss: 2.1483, grad_norm: 2.5041 2020-08-02 22:34:18,267 - mmaction - INFO - Epoch [202][160/940] lr: 4.385e-02, eta: 15:03:17, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5072, top5_acc: 0.7365, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.4993 2020-08-02 22:34:39,699 - mmaction - INFO - Epoch [202][180/940] lr: 4.385e-02, eta: 15:02:56, time: 1.069, data_time: 0.009, memory: 6199, top1_acc: 0.5070, top5_acc: 0.7412, loss_cls: 2.1433, loss: 2.1433, grad_norm: 2.4943 2020-08-02 22:35:00,149 - mmaction - INFO - Epoch [202][200/940] lr: 4.385e-02, eta: 15:02:35, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.5143, top5_acc: 0.7428, loss_cls: 2.1286, loss: 2.1286, grad_norm: 2.5364 2020-08-02 22:35:20,413 - mmaction - INFO - Epoch [202][220/940] lr: 4.385e-02, eta: 15:02:13, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5018, top5_acc: 0.7320, loss_cls: 2.1745, loss: 2.1745, grad_norm: 2.5169 2020-08-02 22:35:40,555 - mmaction - INFO - Epoch [202][240/940] lr: 4.385e-02, eta: 15:01:52, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.5168, top5_acc: 0.7443, loss_cls: 2.1338, loss: 2.1338, grad_norm: 2.5294 2020-08-02 22:36:00,675 - mmaction - INFO - Epoch [202][260/940] lr: 4.385e-02, eta: 15:01:31, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.5100, top5_acc: 0.7346, loss_cls: 2.1573, loss: 2.1573, grad_norm: 2.5027 2020-08-02 22:36:20,927 - mmaction - INFO - Epoch [202][280/940] lr: 4.385e-02, eta: 15:01:10, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.5127, top5_acc: 0.7389, loss_cls: 2.1451, loss: 2.1451, grad_norm: 2.4873 2020-08-02 22:36:41,117 - mmaction - INFO - Epoch [202][300/940] lr: 4.385e-02, eta: 15:00:48, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5221, top5_acc: 0.7387, loss_cls: 2.1294, loss: 2.1294, grad_norm: 2.4922 2020-08-02 22:37:01,283 - mmaction - INFO - Epoch [202][320/940] lr: 4.385e-02, eta: 15:00:27, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5119, top5_acc: 0.7451, loss_cls: 2.1290, loss: 2.1290, grad_norm: 2.4817 2020-08-02 22:37:21,487 - mmaction - INFO - Epoch [202][340/940] lr: 4.385e-02, eta: 15:00:06, time: 1.010, data_time: 0.006, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7443, loss_cls: 2.1326, loss: 2.1326, grad_norm: 2.5185 2020-08-02 22:37:41,703 - mmaction - INFO - Epoch [202][360/940] lr: 4.385e-02, eta: 14:59:44, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.5049, top5_acc: 0.7373, loss_cls: 2.1691, loss: 2.1691, grad_norm: 2.5678 2020-08-02 22:38:02,568 - mmaction - INFO - Epoch [202][380/940] lr: 4.385e-02, eta: 14:59:23, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.5002, top5_acc: 0.7312, loss_cls: 2.2033, loss: 2.2033, grad_norm: 2.5250 2020-08-02 22:38:22,327 - mmaction - INFO - Epoch [202][400/940] lr: 4.385e-02, eta: 14:59:02, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.5125, top5_acc: 0.7369, loss_cls: 2.1460, loss: 2.1460, grad_norm: 2.4854 2020-08-02 22:38:42,571 - mmaction - INFO - Epoch [202][420/940] lr: 4.385e-02, eta: 14:58:41, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.5117, top5_acc: 0.7447, loss_cls: 2.1570, loss: 2.1570, grad_norm: 2.5403 2020-08-02 22:39:02,675 - mmaction - INFO - Epoch [202][440/940] lr: 4.385e-02, eta: 14:58:19, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5064, top5_acc: 0.7367, loss_cls: 2.1771, loss: 2.1771, grad_norm: 2.5483 2020-08-02 22:39:22,773 - mmaction - INFO - Epoch [202][460/940] lr: 4.385e-02, eta: 14:57:58, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5113, top5_acc: 0.7494, loss_cls: 2.1332, loss: 2.1332, grad_norm: 2.5258 2020-08-02 22:39:42,743 - mmaction - INFO - Epoch [202][480/940] lr: 4.385e-02, eta: 14:57:37, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5023, top5_acc: 0.7361, loss_cls: 2.1727, loss: 2.1727, grad_norm: 2.5598 2020-08-02 22:40:03,301 - mmaction - INFO - Epoch [202][500/940] lr: 4.385e-02, eta: 14:57:16, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.5012, top5_acc: 0.7332, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.5539 2020-08-02 22:40:23,263 - mmaction - INFO - Epoch [202][520/940] lr: 4.385e-02, eta: 14:56:54, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.4910, top5_acc: 0.7326, loss_cls: 2.1876, loss: 2.1876, grad_norm: 2.4945 2020-08-02 22:40:44,059 - mmaction - INFO - Epoch [202][540/940] lr: 4.385e-02, eta: 14:56:33, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1423, loss: 2.1423, grad_norm: 2.4715 2020-08-02 22:41:04,136 - mmaction - INFO - Epoch [202][560/940] lr: 4.385e-02, eta: 14:56:12, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.5098, top5_acc: 0.7346, loss_cls: 2.1524, loss: 2.1524, grad_norm: 2.5192 2020-08-02 22:41:24,992 - mmaction - INFO - Epoch [202][580/940] lr: 4.385e-02, eta: 14:55:51, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.4963, top5_acc: 0.7359, loss_cls: 2.2052, loss: 2.2052, grad_norm: 2.5618 2020-08-02 22:41:45,362 - mmaction - INFO - Epoch [202][600/940] lr: 4.385e-02, eta: 14:55:30, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.5012, top5_acc: 0.7395, loss_cls: 2.1623, loss: 2.1623, grad_norm: 2.5342 2020-08-02 22:42:05,879 - mmaction - INFO - Epoch [202][620/940] lr: 4.385e-02, eta: 14:55:09, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.4934, top5_acc: 0.7363, loss_cls: 2.1643, loss: 2.1643, grad_norm: 2.5547 2020-08-02 22:42:26,401 - mmaction - INFO - Epoch [202][640/940] lr: 4.385e-02, eta: 14:54:47, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.4951, top5_acc: 0.7330, loss_cls: 2.2079, loss: 2.2079, grad_norm: 2.5890 2020-08-02 22:42:46,245 - mmaction - INFO - Epoch [202][660/940] lr: 4.385e-02, eta: 14:54:26, time: 0.993, data_time: 0.003, memory: 6199, top1_acc: 0.4988, top5_acc: 0.7303, loss_cls: 2.1871, loss: 2.1871, grad_norm: 2.4919 2020-08-02 22:43:06,356 - mmaction - INFO - Epoch [202][680/940] lr: 4.385e-02, eta: 14:54:05, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5041, top5_acc: 0.7340, loss_cls: 2.1880, loss: 2.1880, grad_norm: 2.5354 2020-08-02 22:43:26,868 - mmaction - INFO - Epoch [202][700/940] lr: 4.385e-02, eta: 14:53:44, time: 1.027, data_time: 0.012, memory: 6199, top1_acc: 0.5133, top5_acc: 0.7441, loss_cls: 2.1339, loss: 2.1339, grad_norm: 2.5188 2020-08-02 22:43:47,156 - mmaction - INFO - Epoch [202][720/940] lr: 4.385e-02, eta: 14:53:22, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.4971, top5_acc: 0.7377, loss_cls: 2.1613, loss: 2.1613, grad_norm: 2.5863 2020-08-02 22:44:07,551 - mmaction - INFO - Epoch [202][740/940] lr: 4.385e-02, eta: 14:53:01, time: 1.020, data_time: 0.002, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7432, loss_cls: 2.1527, loss: 2.1527, grad_norm: 2.5853 2020-08-02 22:44:27,670 - mmaction - INFO - Epoch [202][760/940] lr: 4.385e-02, eta: 14:52:40, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5027, top5_acc: 0.7338, loss_cls: 2.1652, loss: 2.1652, grad_norm: 2.4719 2020-08-02 22:44:47,809 - mmaction - INFO - Epoch [202][780/940] lr: 4.385e-02, eta: 14:52:19, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.5018, top5_acc: 0.7361, loss_cls: 2.1510, loss: 2.1510, grad_norm: 2.5307 2020-08-02 22:45:08,017 - mmaction - INFO - Epoch [202][800/940] lr: 4.385e-02, eta: 14:51:57, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5023, top5_acc: 0.7264, loss_cls: 2.2024, loss: 2.2024, grad_norm: 2.6041 2020-08-02 22:45:28,899 - mmaction - INFO - Epoch [202][820/940] lr: 4.385e-02, eta: 14:51:36, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.5127, top5_acc: 0.7350, loss_cls: 2.1542, loss: 2.1542, grad_norm: 2.5290 2020-08-02 22:45:49,066 - mmaction - INFO - Epoch [202][840/940] lr: 4.385e-02, eta: 14:51:15, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.5121, top5_acc: 0.7416, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.5352 2020-08-02 22:46:09,270 - mmaction - INFO - Epoch [202][860/940] lr: 4.385e-02, eta: 14:50:54, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5041, top5_acc: 0.7416, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.5753 2020-08-02 22:46:29,356 - mmaction - INFO - Epoch [202][880/940] lr: 4.385e-02, eta: 14:50:33, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.4977, top5_acc: 0.7381, loss_cls: 2.1789, loss: 2.1789, grad_norm: 2.5394 2020-08-02 22:46:49,814 - mmaction - INFO - Epoch [202][900/940] lr: 4.385e-02, eta: 14:50:11, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7291, loss_cls: 2.1749, loss: 2.1749, grad_norm: 2.5653 2020-08-02 22:47:09,647 - mmaction - INFO - Epoch [202][920/940] lr: 4.385e-02, eta: 14:49:50, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5146, top5_acc: 0.7389, loss_cls: 2.1263, loss: 2.1263, grad_norm: 2.5335 2020-08-02 22:47:28,486 - mmaction - INFO - Epoch [202][940/940] lr: 4.385e-02, eta: 14:49:28, time: 0.941, data_time: 0.007, memory: 6199, top1_acc: 0.4905, top5_acc: 0.7303, loss_cls: 2.2334, loss: 2.2334, grad_norm: 2.5964 2020-08-02 22:47:58,379 - mmaction - INFO - Epoch [203][20/940] lr: 4.233e-02, eta: 14:49:10, time: 1.477, data_time: 0.457, memory: 6199, top1_acc: 0.5104, top5_acc: 0.7453, loss_cls: 2.1117, loss: 2.1117, grad_norm: 2.4949 2020-08-02 22:48:18,763 - mmaction - INFO - Epoch [203][40/940] lr: 4.233e-02, eta: 14:48:48, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.5098, top5_acc: 0.7492, loss_cls: 2.1110, loss: 2.1110, grad_norm: 2.5491 2020-08-02 22:48:40,151 - mmaction - INFO - Epoch [203][60/940] lr: 4.233e-02, eta: 14:48:28, time: 1.067, data_time: 0.005, memory: 6199, top1_acc: 0.5160, top5_acc: 0.7369, loss_cls: 2.1368, loss: 2.1368, grad_norm: 2.5305 2020-08-02 22:49:01,791 - mmaction - INFO - Epoch [203][80/940] lr: 4.233e-02, eta: 14:48:07, time: 1.082, data_time: 0.004, memory: 6199, top1_acc: 0.5309, top5_acc: 0.7434, loss_cls: 2.1041, loss: 2.1041, grad_norm: 2.5173 2020-08-02 22:49:22,718 - mmaction - INFO - Epoch [203][100/940] lr: 4.233e-02, eta: 14:47:46, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.5125, top5_acc: 0.7418, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.5655 2020-08-02 22:49:44,049 - mmaction - INFO - Epoch [203][120/940] lr: 4.233e-02, eta: 14:47:25, time: 1.067, data_time: 0.010, memory: 6199, top1_acc: 0.5199, top5_acc: 0.7402, loss_cls: 2.1334, loss: 2.1334, grad_norm: 2.4998 2020-08-02 22:50:05,993 - mmaction - INFO - Epoch [203][140/940] lr: 4.233e-02, eta: 14:47:04, time: 1.098, data_time: 0.007, memory: 6199, top1_acc: 0.5068, top5_acc: 0.7354, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.5993 2020-08-02 22:50:27,209 - mmaction - INFO - Epoch [203][160/940] lr: 4.233e-02, eta: 14:46:43, time: 1.059, data_time: 0.003, memory: 6199, top1_acc: 0.5027, top5_acc: 0.7383, loss_cls: 2.1611, loss: 2.1611, grad_norm: 2.5495 2020-08-02 22:50:48,747 - mmaction - INFO - Epoch [203][180/940] lr: 4.233e-02, eta: 14:46:22, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.5178, top5_acc: 0.7424, loss_cls: 2.1352, loss: 2.1352, grad_norm: 2.5482 2020-08-02 22:51:08,748 - mmaction - INFO - Epoch [203][200/940] lr: 4.233e-02, eta: 14:46:01, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.5199, top5_acc: 0.7451, loss_cls: 2.0873, loss: 2.0873, grad_norm: 2.5082 2020-08-02 22:51:29,249 - mmaction - INFO - Epoch [203][220/940] lr: 4.233e-02, eta: 14:45:40, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.5059, top5_acc: 0.7307, loss_cls: 2.1856, loss: 2.1856, grad_norm: 2.5641 2020-08-02 22:51:49,039 - mmaction - INFO - Epoch [203][240/940] lr: 4.233e-02, eta: 14:45:18, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.5010, top5_acc: 0.7385, loss_cls: 2.1588, loss: 2.1588, grad_norm: 2.5704 2020-08-02 22:52:09,367 - mmaction - INFO - Epoch [203][260/940] lr: 4.233e-02, eta: 14:44:57, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1377, loss: 2.1377, grad_norm: 2.5775 2020-08-02 22:52:28,882 - mmaction - INFO - Epoch [203][280/940] lr: 4.233e-02, eta: 14:44:36, time: 0.973, data_time: 0.007, memory: 6199, top1_acc: 0.5127, top5_acc: 0.7330, loss_cls: 2.1692, loss: 2.1692, grad_norm: 2.5028 2020-08-02 22:52:48,594 - mmaction - INFO - Epoch [203][300/940] lr: 4.233e-02, eta: 14:44:14, time: 0.990, data_time: 0.010, memory: 6199, top1_acc: 0.5080, top5_acc: 0.7471, loss_cls: 2.1140, loss: 2.1140, grad_norm: 2.5117 2020-08-02 22:53:08,962 - mmaction - INFO - Epoch [203][320/940] lr: 4.233e-02, eta: 14:43:53, time: 1.016, data_time: 0.004, memory: 6199, top1_acc: 0.5088, top5_acc: 0.7379, loss_cls: 2.1554, loss: 2.1554, grad_norm: 2.5274 2020-08-02 22:53:28,942 - mmaction - INFO - Epoch [203][340/940] lr: 4.233e-02, eta: 14:43:32, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.5051, top5_acc: 0.7348, loss_cls: 2.1268, loss: 2.1268, grad_norm: 2.5801 2020-08-02 22:53:48,790 - mmaction - INFO - Epoch [203][360/940] lr: 4.233e-02, eta: 14:43:10, time: 0.989, data_time: 0.009, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7416, loss_cls: 2.1453, loss: 2.1453, grad_norm: 2.5955 2020-08-02 22:54:08,851 - mmaction - INFO - Epoch [203][380/940] lr: 4.233e-02, eta: 14:42:49, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5162, top5_acc: 0.7408, loss_cls: 2.1113, loss: 2.1113, grad_norm: 2.5399 2020-08-02 22:54:29,534 - mmaction - INFO - Epoch [203][400/940] lr: 4.233e-02, eta: 14:42:28, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.4955, top5_acc: 0.7404, loss_cls: 2.1705, loss: 2.1705, grad_norm: 2.5626 2020-08-02 22:54:49,271 - mmaction - INFO - Epoch [203][420/940] lr: 4.233e-02, eta: 14:42:07, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5107, top5_acc: 0.7449, loss_cls: 2.1314, loss: 2.1314, grad_norm: 2.6069 2020-08-02 22:55:09,010 - mmaction - INFO - Epoch [203][440/940] lr: 4.233e-02, eta: 14:41:45, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.5080, top5_acc: 0.7326, loss_cls: 2.1730, loss: 2.1730, grad_norm: 2.5611 2020-08-02 22:55:28,619 - mmaction - INFO - Epoch [203][460/940] lr: 4.233e-02, eta: 14:41:24, time: 0.982, data_time: 0.006, memory: 6199, top1_acc: 0.5146, top5_acc: 0.7443, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.5572 2020-08-02 22:55:48,997 - mmaction - INFO - Epoch [203][480/940] lr: 4.233e-02, eta: 14:41:03, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.4967, top5_acc: 0.7404, loss_cls: 2.1613, loss: 2.1613, grad_norm: 2.5856 2020-08-02 22:56:08,978 - mmaction - INFO - Epoch [203][500/940] lr: 4.233e-02, eta: 14:40:41, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.5041, top5_acc: 0.7383, loss_cls: 2.1585, loss: 2.1585, grad_norm: 2.5384 2020-08-02 22:56:28,885 - mmaction - INFO - Epoch [203][520/940] lr: 4.233e-02, eta: 14:40:20, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.4984, top5_acc: 0.7309, loss_cls: 2.1829, loss: 2.1829, grad_norm: 2.5979 2020-08-02 22:56:48,962 - mmaction - INFO - Epoch [203][540/940] lr: 4.233e-02, eta: 14:39:59, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5057, top5_acc: 0.7418, loss_cls: 2.1397, loss: 2.1397, grad_norm: 2.5682 2020-08-02 22:57:08,765 - mmaction - INFO - Epoch [203][560/940] lr: 4.233e-02, eta: 14:39:37, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.5057, top5_acc: 0.7416, loss_cls: 2.1645, loss: 2.1645, grad_norm: 2.5971 2020-08-02 22:57:28,772 - mmaction - INFO - Epoch [203][580/940] lr: 4.233e-02, eta: 14:39:16, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1760, loss: 2.1760, grad_norm: 2.5885 2020-08-02 22:57:48,941 - mmaction - INFO - Epoch [203][600/940] lr: 4.233e-02, eta: 14:38:55, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.5096, top5_acc: 0.7400, loss_cls: 2.1363, loss: 2.1363, grad_norm: 2.5992 2020-08-02 22:58:08,788 - mmaction - INFO - Epoch [203][620/940] lr: 4.233e-02, eta: 14:38:33, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.5090, top5_acc: 0.7334, loss_cls: 2.1810, loss: 2.1810, grad_norm: 2.5451 2020-08-02 22:58:29,021 - mmaction - INFO - Epoch [203][640/940] lr: 4.233e-02, eta: 14:38:12, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5146, top5_acc: 0.7482, loss_cls: 2.0943, loss: 2.0943, grad_norm: 2.5374 2020-08-02 22:58:49,571 - mmaction - INFO - Epoch [203][660/940] lr: 4.233e-02, eta: 14:37:51, time: 1.025, data_time: 0.005, memory: 6199, top1_acc: 0.5123, top5_acc: 0.7457, loss_cls: 2.1191, loss: 2.1191, grad_norm: 2.6323 2020-08-02 22:59:09,459 - mmaction - INFO - Epoch [203][680/940] lr: 4.233e-02, eta: 14:37:30, time: 0.992, data_time: 0.010, memory: 6199, top1_acc: 0.4941, top5_acc: 0.7318, loss_cls: 2.2154, loss: 2.2154, grad_norm: 2.6101 2020-08-02 22:59:29,367 - mmaction - INFO - Epoch [203][700/940] lr: 4.233e-02, eta: 14:37:08, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1824, loss: 2.1824, grad_norm: 2.5557 2020-08-02 22:59:49,704 - mmaction - INFO - Epoch [203][720/940] lr: 4.233e-02, eta: 14:36:47, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.5059, top5_acc: 0.7340, loss_cls: 2.1815, loss: 2.1815, grad_norm: 2.5784 2020-08-02 23:00:11,813 - mmaction - INFO - Epoch [203][740/940] lr: 4.233e-02, eta: 14:36:26, time: 1.104, data_time: 0.009, memory: 6199, top1_acc: 0.5064, top5_acc: 0.7312, loss_cls: 2.1875, loss: 2.1875, grad_norm: 2.5473 2020-08-02 23:00:31,895 - mmaction - INFO - Epoch [203][760/940] lr: 4.233e-02, eta: 14:36:05, time: 1.007, data_time: 0.010, memory: 6199, top1_acc: 0.5055, top5_acc: 0.7346, loss_cls: 2.1820, loss: 2.1820, grad_norm: 2.5565 2020-08-02 23:00:52,167 - mmaction - INFO - Epoch [203][780/940] lr: 4.233e-02, eta: 14:35:44, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5006, top5_acc: 0.7359, loss_cls: 2.1620, loss: 2.1620, grad_norm: 2.5337 2020-08-02 23:01:12,036 - mmaction - INFO - Epoch [203][800/940] lr: 4.233e-02, eta: 14:35:23, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5006, top5_acc: 0.7395, loss_cls: 2.1612, loss: 2.1612, grad_norm: 2.4995 2020-08-02 23:01:32,249 - mmaction - INFO - Epoch [203][820/940] lr: 4.233e-02, eta: 14:35:01, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.4971, top5_acc: 0.7338, loss_cls: 2.2083, loss: 2.2083, grad_norm: 2.5369 2020-08-02 23:01:52,364 - mmaction - INFO - Epoch [203][840/940] lr: 4.233e-02, eta: 14:34:40, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5066, top5_acc: 0.7334, loss_cls: 2.1770, loss: 2.1770, grad_norm: 2.5932 2020-08-02 23:02:13,177 - mmaction - INFO - Epoch [203][860/940] lr: 4.233e-02, eta: 14:34:19, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5100, top5_acc: 0.7348, loss_cls: 2.1505, loss: 2.1505, grad_norm: 2.5202 2020-08-02 23:02:32,912 - mmaction - INFO - Epoch [203][880/940] lr: 4.233e-02, eta: 14:33:58, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.5018, top5_acc: 0.7422, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.5980 2020-08-02 23:02:53,632 - mmaction - INFO - Epoch [203][900/940] lr: 4.233e-02, eta: 14:33:37, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1834, loss: 2.1834, grad_norm: 2.5576 2020-08-02 23:03:13,646 - mmaction - INFO - Epoch [203][920/940] lr: 4.233e-02, eta: 14:33:15, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.5020, top5_acc: 0.7336, loss_cls: 2.2037, loss: 2.2037, grad_norm: 2.5748 2020-08-02 23:03:32,437 - mmaction - INFO - Epoch [203][940/940] lr: 4.233e-02, eta: 14:32:54, time: 0.938, data_time: 0.008, memory: 6199, top1_acc: 0.4972, top5_acc: 0.7218, loss_cls: 2.2312, loss: 2.2312, grad_norm: 2.5925 2020-08-02 23:04:05,079 - mmaction - INFO - Epoch [204][20/940] lr: 4.083e-02, eta: 14:32:36, time: 1.616, data_time: 0.614, memory: 6199, top1_acc: 0.5020, top5_acc: 0.7361, loss_cls: 2.1521, loss: 2.1521, grad_norm: 2.5293 2020-08-02 23:04:24,908 - mmaction - INFO - Epoch [204][40/940] lr: 4.083e-02, eta: 14:32:14, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1427, loss: 2.1427, grad_norm: 2.5426 2020-08-02 23:04:45,121 - mmaction - INFO - Epoch [204][60/940] lr: 4.083e-02, eta: 14:31:53, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.5090, top5_acc: 0.7449, loss_cls: 2.1328, loss: 2.1328, grad_norm: 2.6274 2020-08-02 23:05:05,033 - mmaction - INFO - Epoch [204][80/940] lr: 4.083e-02, eta: 14:31:32, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.5014, top5_acc: 0.7436, loss_cls: 2.1593, loss: 2.1593, grad_norm: 2.6072 2020-08-02 23:05:24,885 - mmaction - INFO - Epoch [204][100/940] lr: 4.083e-02, eta: 14:31:10, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.5131, top5_acc: 0.7375, loss_cls: 2.1578, loss: 2.1578, grad_norm: 2.5143 2020-08-02 23:05:45,444 - mmaction - INFO - Epoch [204][120/940] lr: 4.083e-02, eta: 14:30:49, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.5139, top5_acc: 0.7410, loss_cls: 2.1504, loss: 2.1504, grad_norm: 2.5833 2020-08-02 23:06:05,162 - mmaction - INFO - Epoch [204][140/940] lr: 4.083e-02, eta: 14:30:28, time: 0.987, data_time: 0.003, memory: 6199, top1_acc: 0.5080, top5_acc: 0.7391, loss_cls: 2.1418, loss: 2.1418, grad_norm: 2.5531 2020-08-02 23:06:25,090 - mmaction - INFO - Epoch [204][160/940] lr: 4.083e-02, eta: 14:30:06, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.5074, top5_acc: 0.7391, loss_cls: 2.1561, loss: 2.1561, grad_norm: 2.6299 2020-08-02 23:06:45,609 - mmaction - INFO - Epoch [204][180/940] lr: 4.083e-02, eta: 14:29:45, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.5172, top5_acc: 0.7488, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.5504 2020-08-02 23:07:06,040 - mmaction - INFO - Epoch [204][200/940] lr: 4.083e-02, eta: 14:29:24, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.5217, top5_acc: 0.7535, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.5301 2020-08-02 23:07:25,967 - mmaction - INFO - Epoch [204][220/940] lr: 4.083e-02, eta: 14:29:03, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.5121, top5_acc: 0.7355, loss_cls: 2.1617, loss: 2.1617, grad_norm: 2.6062 2020-08-02 23:07:46,110 - mmaction - INFO - Epoch [204][240/940] lr: 4.083e-02, eta: 14:28:42, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.4979, top5_acc: 0.7383, loss_cls: 2.1760, loss: 2.1760, grad_norm: 2.5597 2020-08-02 23:08:05,822 - mmaction - INFO - Epoch [204][260/940] lr: 4.083e-02, eta: 14:28:20, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.5137, top5_acc: 0.7389, loss_cls: 2.1345, loss: 2.1345, grad_norm: 2.5184 2020-08-02 23:08:25,646 - mmaction - INFO - Epoch [204][280/940] lr: 4.083e-02, eta: 14:27:59, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7445, loss_cls: 2.1390, loss: 2.1390, grad_norm: 2.6115 2020-08-02 23:08:46,256 - mmaction - INFO - Epoch [204][300/940] lr: 4.083e-02, eta: 14:27:38, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.5158, top5_acc: 0.7426, loss_cls: 2.1293, loss: 2.1293, grad_norm: 2.6004 2020-08-02 23:09:06,298 - mmaction - INFO - Epoch [204][320/940] lr: 4.083e-02, eta: 14:27:17, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.5178, top5_acc: 0.7418, loss_cls: 2.1081, loss: 2.1081, grad_norm: 2.5505 2020-08-02 23:09:26,786 - mmaction - INFO - Epoch [204][340/940] lr: 4.083e-02, eta: 14:26:55, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.5246, top5_acc: 0.7477, loss_cls: 2.1022, loss: 2.1022, grad_norm: 2.5796 2020-08-02 23:09:47,072 - mmaction - INFO - Epoch [204][360/940] lr: 4.083e-02, eta: 14:26:34, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5141, top5_acc: 0.7395, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.6134 2020-08-02 23:10:07,144 - mmaction - INFO - Epoch [204][380/940] lr: 4.083e-02, eta: 14:26:13, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.5152, top5_acc: 0.7354, loss_cls: 2.1571, loss: 2.1571, grad_norm: 2.5717 2020-08-02 23:10:27,088 - mmaction - INFO - Epoch [204][400/940] lr: 4.083e-02, eta: 14:25:52, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.5098, top5_acc: 0.7447, loss_cls: 2.1237, loss: 2.1237, grad_norm: 2.5384 2020-08-02 23:10:47,015 - mmaction - INFO - Epoch [204][420/940] lr: 4.083e-02, eta: 14:25:30, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.5074, top5_acc: 0.7428, loss_cls: 2.1467, loss: 2.1467, grad_norm: 2.6040 2020-08-02 23:11:07,017 - mmaction - INFO - Epoch [204][440/940] lr: 4.083e-02, eta: 14:25:09, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.5221, top5_acc: 0.7506, loss_cls: 2.1006, loss: 2.1006, grad_norm: 2.6090 2020-08-02 23:11:27,113 - mmaction - INFO - Epoch [204][460/940] lr: 4.083e-02, eta: 14:24:48, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7455, loss_cls: 2.0997, loss: 2.0997, grad_norm: 2.6113 2020-08-02 23:11:46,956 - mmaction - INFO - Epoch [204][480/940] lr: 4.083e-02, eta: 14:24:26, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.1000, loss: 2.1000, grad_norm: 2.5742 2020-08-02 23:12:07,112 - mmaction - INFO - Epoch [204][500/940] lr: 4.083e-02, eta: 14:24:05, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1189, loss: 2.1189, grad_norm: 2.5932 2020-08-02 23:12:27,395 - mmaction - INFO - Epoch [204][520/940] lr: 4.083e-02, eta: 14:23:44, time: 1.013, data_time: 0.003, memory: 6199, top1_acc: 0.5027, top5_acc: 0.7404, loss_cls: 2.1725, loss: 2.1725, grad_norm: 2.5999 2020-08-02 23:12:47,700 - mmaction - INFO - Epoch [204][540/940] lr: 4.083e-02, eta: 14:23:23, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5191, top5_acc: 0.7549, loss_cls: 2.0939, loss: 2.0939, grad_norm: 2.6016 2020-08-02 23:13:07,766 - mmaction - INFO - Epoch [204][560/940] lr: 4.083e-02, eta: 14:23:01, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.5045, top5_acc: 0.7414, loss_cls: 2.1491, loss: 2.1491, grad_norm: 2.5652 2020-08-02 23:13:27,730 - mmaction - INFO - Epoch [204][580/940] lr: 4.083e-02, eta: 14:22:40, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.5041, top5_acc: 0.7309, loss_cls: 2.1638, loss: 2.1638, grad_norm: 2.6064 2020-08-02 23:13:48,073 - mmaction - INFO - Epoch [204][600/940] lr: 4.083e-02, eta: 14:22:19, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.5111, top5_acc: 0.7404, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.5923 2020-08-02 23:14:08,079 - mmaction - INFO - Epoch [204][620/940] lr: 4.083e-02, eta: 14:21:58, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1563, loss: 2.1563, grad_norm: 2.5682 2020-08-02 23:14:28,465 - mmaction - INFO - Epoch [204][640/940] lr: 4.083e-02, eta: 14:21:36, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.5295, top5_acc: 0.7451, loss_cls: 2.0765, loss: 2.0765, grad_norm: 2.5216 2020-08-02 23:14:48,813 - mmaction - INFO - Epoch [204][660/940] lr: 4.083e-02, eta: 14:21:15, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.5096, top5_acc: 0.7389, loss_cls: 2.1658, loss: 2.1658, grad_norm: 2.6103 2020-08-02 23:15:09,235 - mmaction - INFO - Epoch [204][680/940] lr: 4.083e-02, eta: 14:20:54, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.5160, top5_acc: 0.7426, loss_cls: 2.1569, loss: 2.1569, grad_norm: 2.5978 2020-08-02 23:15:28,924 - mmaction - INFO - Epoch [204][700/940] lr: 4.083e-02, eta: 14:20:33, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.5041, top5_acc: 0.7391, loss_cls: 2.1494, loss: 2.1494, grad_norm: 2.5508 2020-08-02 23:15:49,668 - mmaction - INFO - Epoch [204][720/940] lr: 4.083e-02, eta: 14:20:12, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.5205, top5_acc: 0.7436, loss_cls: 2.1115, loss: 2.1115, grad_norm: 2.5695 2020-08-02 23:16:09,912 - mmaction - INFO - Epoch [204][740/940] lr: 4.083e-02, eta: 14:19:50, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.5172, top5_acc: 0.7459, loss_cls: 2.0954, loss: 2.0954, grad_norm: 2.5668 2020-08-02 23:16:29,888 - mmaction - INFO - Epoch [204][760/940] lr: 4.083e-02, eta: 14:19:29, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5150, top5_acc: 0.7434, loss_cls: 2.1177, loss: 2.1177, grad_norm: 2.5855 2020-08-02 23:16:49,739 - mmaction - INFO - Epoch [204][780/940] lr: 4.083e-02, eta: 14:19:08, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5080, top5_acc: 0.7430, loss_cls: 2.1139, loss: 2.1139, grad_norm: 2.5779 2020-08-02 23:17:10,385 - mmaction - INFO - Epoch [204][800/940] lr: 4.083e-02, eta: 14:18:47, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.1065, loss: 2.1065, grad_norm: 2.6347 2020-08-02 23:17:30,555 - mmaction - INFO - Epoch [204][820/940] lr: 4.083e-02, eta: 14:18:25, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1513, loss: 2.1513, grad_norm: 2.6323 2020-08-02 23:17:50,389 - mmaction - INFO - Epoch [204][840/940] lr: 4.083e-02, eta: 14:18:04, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.5070, top5_acc: 0.7385, loss_cls: 2.1619, loss: 2.1619, grad_norm: 2.5808 2020-08-02 23:18:10,860 - mmaction - INFO - Epoch [204][860/940] lr: 4.083e-02, eta: 14:17:43, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.5166, top5_acc: 0.7471, loss_cls: 2.1021, loss: 2.1021, grad_norm: 2.5457 2020-08-02 23:18:31,124 - mmaction - INFO - Epoch [204][880/940] lr: 4.083e-02, eta: 14:17:22, time: 1.015, data_time: 0.004, memory: 6199, top1_acc: 0.5057, top5_acc: 0.7424, loss_cls: 2.1425, loss: 2.1425, grad_norm: 2.6168 2020-08-02 23:18:51,168 - mmaction - INFO - Epoch [204][900/940] lr: 4.083e-02, eta: 14:17:00, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.5074, top5_acc: 0.7410, loss_cls: 2.1518, loss: 2.1518, grad_norm: 2.6232 2020-08-02 23:19:11,065 - mmaction - INFO - Epoch [204][920/940] lr: 4.083e-02, eta: 14:16:39, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.5150, top5_acc: 0.7348, loss_cls: 2.1531, loss: 2.1531, grad_norm: 2.5591 2020-08-02 23:19:29,900 - mmaction - INFO - Epoch [204][940/940] lr: 4.083e-02, eta: 14:16:18, time: 0.939, data_time: 0.005, memory: 6199, top1_acc: 0.5069, top5_acc: 0.7332, loss_cls: 2.1984, loss: 2.1984, grad_norm: 2.6015 2020-08-02 23:19:30,321 - mmaction - INFO - Saving checkpoint at 204 epochs 2020-08-02 23:20:00,333 - mmaction - INFO - Epoch [205][20/940] lr: 3.936e-02, eta: 14:15:58, time: 1.390, data_time: 0.393, memory: 6199, top1_acc: 0.5193, top5_acc: 0.7443, loss_cls: 2.1144, loss: 2.1144, grad_norm: 2.6189 2020-08-02 23:20:20,494 - mmaction - INFO - Epoch [205][40/940] lr: 3.936e-02, eta: 14:15:37, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5244, top5_acc: 0.7568, loss_cls: 2.0691, loss: 2.0691, grad_norm: 2.5780 2020-08-02 23:20:40,446 - mmaction - INFO - Epoch [205][60/940] lr: 3.936e-02, eta: 14:15:16, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.5189, top5_acc: 0.7504, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.5993 2020-08-02 23:21:00,419 - mmaction - INFO - Epoch [205][80/940] lr: 3.936e-02, eta: 14:14:54, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.5152, top5_acc: 0.7469, loss_cls: 2.1285, loss: 2.1285, grad_norm: 2.6545 2020-08-02 23:21:20,230 - mmaction - INFO - Epoch [205][100/940] lr: 3.936e-02, eta: 14:14:33, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1375, loss: 2.1375, grad_norm: 2.6032 2020-08-02 23:21:40,054 - mmaction - INFO - Epoch [205][120/940] lr: 3.936e-02, eta: 14:14:12, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.5104, top5_acc: 0.7408, loss_cls: 2.1320, loss: 2.1320, grad_norm: 2.6511 2020-08-02 23:22:00,146 - mmaction - INFO - Epoch [205][140/940] lr: 3.936e-02, eta: 14:13:50, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5184, top5_acc: 0.7436, loss_cls: 2.1111, loss: 2.1111, grad_norm: 2.5783 2020-08-02 23:22:20,162 - mmaction - INFO - Epoch [205][160/940] lr: 3.936e-02, eta: 14:13:29, time: 0.998, data_time: 0.010, memory: 6199, top1_acc: 0.5186, top5_acc: 0.7377, loss_cls: 2.1182, loss: 2.1182, grad_norm: 2.6251 2020-08-02 23:22:40,093 - mmaction - INFO - Epoch [205][180/940] lr: 3.936e-02, eta: 14:13:08, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.5176, top5_acc: 0.7459, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.5782 2020-08-02 23:22:59,874 - mmaction - INFO - Epoch [205][200/940] lr: 3.936e-02, eta: 14:12:47, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.5156, top5_acc: 0.7441, loss_cls: 2.0985, loss: 2.0985, grad_norm: 2.5866 2020-08-02 23:23:19,612 - mmaction - INFO - Epoch [205][220/940] lr: 3.936e-02, eta: 14:12:25, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.5146, top5_acc: 0.7426, loss_cls: 2.1239, loss: 2.1239, grad_norm: 2.6265 2020-08-02 23:23:39,481 - mmaction - INFO - Epoch [205][240/940] lr: 3.936e-02, eta: 14:12:04, time: 0.990, data_time: 0.006, memory: 6199, top1_acc: 0.5205, top5_acc: 0.7402, loss_cls: 2.1227, loss: 2.1227, grad_norm: 2.6097 2020-08-02 23:23:59,246 - mmaction - INFO - Epoch [205][260/940] lr: 3.936e-02, eta: 14:11:43, time: 0.987, data_time: 0.008, memory: 6199, top1_acc: 0.5217, top5_acc: 0.7486, loss_cls: 2.0971, loss: 2.0971, grad_norm: 2.5609 2020-08-02 23:24:19,832 - mmaction - INFO - Epoch [205][280/940] lr: 3.936e-02, eta: 14:11:21, time: 1.032, data_time: 0.009, memory: 6199, top1_acc: 0.5111, top5_acc: 0.7445, loss_cls: 2.1011, loss: 2.1011, grad_norm: 2.6522 2020-08-02 23:24:39,794 - mmaction - INFO - Epoch [205][300/940] lr: 3.936e-02, eta: 14:11:00, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.5189, top5_acc: 0.7502, loss_cls: 2.0872, loss: 2.0872, grad_norm: 2.6498 2020-08-02 23:24:59,620 - mmaction - INFO - Epoch [205][320/940] lr: 3.936e-02, eta: 14:10:39, time: 0.992, data_time: 0.003, memory: 6199, top1_acc: 0.5148, top5_acc: 0.7365, loss_cls: 2.1449, loss: 2.1449, grad_norm: 2.5525 2020-08-02 23:25:19,511 - mmaction - INFO - Epoch [205][340/940] lr: 3.936e-02, eta: 14:10:18, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7406, loss_cls: 2.0966, loss: 2.0966, grad_norm: 2.5695 2020-08-02 23:25:39,874 - mmaction - INFO - Epoch [205][360/940] lr: 3.936e-02, eta: 14:09:56, time: 1.020, data_time: 0.010, memory: 6199, top1_acc: 0.5104, top5_acc: 0.7400, loss_cls: 2.1387, loss: 2.1387, grad_norm: 2.6740 2020-08-02 23:26:00,355 - mmaction - INFO - Epoch [205][380/940] lr: 3.936e-02, eta: 14:09:35, time: 1.023, data_time: 0.005, memory: 6199, top1_acc: 0.5154, top5_acc: 0.7484, loss_cls: 2.1106, loss: 2.1106, grad_norm: 2.6401 2020-08-02 23:26:20,426 - mmaction - INFO - Epoch [205][400/940] lr: 3.936e-02, eta: 14:09:14, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5221, top5_acc: 0.7424, loss_cls: 2.1007, loss: 2.1007, grad_norm: 2.6139 2020-08-02 23:26:40,292 - mmaction - INFO - Epoch [205][420/940] lr: 3.936e-02, eta: 14:08:53, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5223, top5_acc: 0.7523, loss_cls: 2.1070, loss: 2.1070, grad_norm: 2.5905 2020-08-02 23:27:00,600 - mmaction - INFO - Epoch [205][440/940] lr: 3.936e-02, eta: 14:08:31, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5170, top5_acc: 0.7410, loss_cls: 2.1227, loss: 2.1227, grad_norm: 2.5937 2020-08-02 23:27:21,209 - mmaction - INFO - Epoch [205][460/940] lr: 3.936e-02, eta: 14:08:10, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.5131, top5_acc: 0.7385, loss_cls: 2.1404, loss: 2.1404, grad_norm: 2.6107 2020-08-02 23:27:41,315 - mmaction - INFO - Epoch [205][480/940] lr: 3.936e-02, eta: 14:07:49, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.4994, top5_acc: 0.7346, loss_cls: 2.1846, loss: 2.1846, grad_norm: 2.6794 2020-08-02 23:28:01,766 - mmaction - INFO - Epoch [205][500/940] lr: 3.936e-02, eta: 14:07:28, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.5191, top5_acc: 0.7529, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.6119 2020-08-02 23:28:21,447 - mmaction - INFO - Epoch [205][520/940] lr: 3.936e-02, eta: 14:07:06, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.5178, top5_acc: 0.7473, loss_cls: 2.0947, loss: 2.0947, grad_norm: 2.6494 2020-08-02 23:28:41,638 - mmaction - INFO - Epoch [205][540/940] lr: 3.936e-02, eta: 14:06:45, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5295, top5_acc: 0.7566, loss_cls: 2.0424, loss: 2.0424, grad_norm: 2.5373 2020-08-02 23:29:01,718 - mmaction - INFO - Epoch [205][560/940] lr: 3.936e-02, eta: 14:06:24, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.5061, top5_acc: 0.7338, loss_cls: 2.1581, loss: 2.1581, grad_norm: 2.6575 2020-08-02 23:29:21,457 - mmaction - INFO - Epoch [205][580/940] lr: 3.936e-02, eta: 14:06:03, time: 0.987, data_time: 0.007, memory: 6199, top1_acc: 0.5064, top5_acc: 0.7332, loss_cls: 2.1477, loss: 2.1477, grad_norm: 2.6302 2020-08-02 23:29:41,412 - mmaction - INFO - Epoch [205][600/940] lr: 3.936e-02, eta: 14:05:41, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.5092, top5_acc: 0.7379, loss_cls: 2.1262, loss: 2.1262, grad_norm: 2.6099 2020-08-02 23:30:01,427 - mmaction - INFO - Epoch [205][620/940] lr: 3.936e-02, eta: 14:05:20, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.5164, top5_acc: 0.7371, loss_cls: 2.1312, loss: 2.1312, grad_norm: 2.6333 2020-08-02 23:30:21,209 - mmaction - INFO - Epoch [205][640/940] lr: 3.936e-02, eta: 14:04:59, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.5201, top5_acc: 0.7533, loss_cls: 2.0791, loss: 2.0791, grad_norm: 2.6385 2020-08-02 23:30:41,341 - mmaction - INFO - Epoch [205][660/940] lr: 3.936e-02, eta: 14:04:38, time: 1.010, data_time: 0.011, memory: 6199, top1_acc: 0.5119, top5_acc: 0.7471, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.6168 2020-08-02 23:31:02,165 - mmaction - INFO - Epoch [205][680/940] lr: 3.936e-02, eta: 14:04:16, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5229, top5_acc: 0.7586, loss_cls: 2.0659, loss: 2.0659, grad_norm: 2.6161 2020-08-02 23:31:22,457 - mmaction - INFO - Epoch [205][700/940] lr: 3.936e-02, eta: 14:03:55, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5055, top5_acc: 0.7426, loss_cls: 2.1469, loss: 2.1469, grad_norm: 2.6866 2020-08-02 23:31:42,447 - mmaction - INFO - Epoch [205][720/940] lr: 3.936e-02, eta: 14:03:34, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.5121, top5_acc: 0.7400, loss_cls: 2.1269, loss: 2.1269, grad_norm: 2.5842 2020-08-02 23:32:02,813 - mmaction - INFO - Epoch [205][740/940] lr: 3.936e-02, eta: 14:03:13, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.5129, top5_acc: 0.7436, loss_cls: 2.1343, loss: 2.1343, grad_norm: 2.6068 2020-08-02 23:32:22,829 - mmaction - INFO - Epoch [205][760/940] lr: 3.936e-02, eta: 14:02:52, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.5074, top5_acc: 0.7422, loss_cls: 2.1353, loss: 2.1353, grad_norm: 2.6595 2020-08-02 23:32:42,650 - mmaction - INFO - Epoch [205][780/940] lr: 3.936e-02, eta: 14:02:30, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1005, loss: 2.1005, grad_norm: 2.5503 2020-08-02 23:33:02,771 - mmaction - INFO - Epoch [205][800/940] lr: 3.936e-02, eta: 14:02:09, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.4988, top5_acc: 0.7414, loss_cls: 2.1639, loss: 2.1639, grad_norm: 2.6176 2020-08-02 23:33:22,723 - mmaction - INFO - Epoch [205][820/940] lr: 3.936e-02, eta: 14:01:48, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.5158, top5_acc: 0.7535, loss_cls: 2.0851, loss: 2.0851, grad_norm: 2.6089 2020-08-02 23:33:42,948 - mmaction - INFO - Epoch [205][840/940] lr: 3.936e-02, eta: 14:01:26, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.5094, top5_acc: 0.7455, loss_cls: 2.1164, loss: 2.1164, grad_norm: 2.6822 2020-08-02 23:34:03,129 - mmaction - INFO - Epoch [205][860/940] lr: 3.936e-02, eta: 14:01:05, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5125, top5_acc: 0.7412, loss_cls: 2.1321, loss: 2.1321, grad_norm: 2.6084 2020-08-02 23:34:23,277 - mmaction - INFO - Epoch [205][880/940] lr: 3.936e-02, eta: 14:00:44, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.5186, top5_acc: 0.7498, loss_cls: 2.1060, loss: 2.1060, grad_norm: 2.6150 2020-08-02 23:34:43,247 - mmaction - INFO - Epoch [205][900/940] lr: 3.936e-02, eta: 14:00:23, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1508, loss: 2.1508, grad_norm: 2.6253 2020-08-02 23:35:03,559 - mmaction - INFO - Epoch [205][920/940] lr: 3.936e-02, eta: 14:00:02, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7459, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.5878 2020-08-02 23:35:22,371 - mmaction - INFO - Epoch [205][940/940] lr: 3.936e-02, eta: 13:59:40, time: 0.941, data_time: 0.003, memory: 6199, top1_acc: 0.5191, top5_acc: 0.7443, loss_cls: 2.1161, loss: 2.1161, grad_norm: 2.6333 2020-08-02 23:35:53,234 - mmaction - INFO - Epoch [206][20/940] lr: 3.791e-02, eta: 13:59:21, time: 1.525, data_time: 0.455, memory: 6199, top1_acc: 0.5203, top5_acc: 0.7498, loss_cls: 2.0645, loss: 2.0645, grad_norm: 2.5647 2020-08-02 23:36:12,957 - mmaction - INFO - Epoch [206][40/940] lr: 3.791e-02, eta: 13:59:00, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.5303, top5_acc: 0.7531, loss_cls: 2.0443, loss: 2.0443, grad_norm: 2.6126 2020-08-02 23:36:32,507 - mmaction - INFO - Epoch [206][60/940] lr: 3.791e-02, eta: 13:58:39, time: 0.979, data_time: 0.006, memory: 6199, top1_acc: 0.5215, top5_acc: 0.7461, loss_cls: 2.0875, loss: 2.0875, grad_norm: 2.6127 2020-08-02 23:36:52,101 - mmaction - INFO - Epoch [206][80/940] lr: 3.791e-02, eta: 13:58:17, time: 0.978, data_time: 0.008, memory: 6199, top1_acc: 0.5131, top5_acc: 0.7473, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.6534 2020-08-02 23:37:12,055 - mmaction - INFO - Epoch [206][100/940] lr: 3.791e-02, eta: 13:57:56, time: 0.997, data_time: 0.010, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7504, loss_cls: 2.0769, loss: 2.0769, grad_norm: 2.6065 2020-08-02 23:37:32,235 - mmaction - INFO - Epoch [206][120/940] lr: 3.791e-02, eta: 13:57:35, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.5270, top5_acc: 0.7525, loss_cls: 2.0725, loss: 2.0725, grad_norm: 2.6282 2020-08-02 23:37:52,861 - mmaction - INFO - Epoch [206][140/940] lr: 3.791e-02, eta: 13:57:14, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.5162, top5_acc: 0.7453, loss_cls: 2.1190, loss: 2.1190, grad_norm: 2.5797 2020-08-02 23:38:13,335 - mmaction - INFO - Epoch [206][160/940] lr: 3.791e-02, eta: 13:56:52, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.5188, top5_acc: 0.7568, loss_cls: 2.0795, loss: 2.0795, grad_norm: 2.6301 2020-08-02 23:38:32,828 - mmaction - INFO - Epoch [206][180/940] lr: 3.791e-02, eta: 13:56:31, time: 0.974, data_time: 0.002, memory: 6199, top1_acc: 0.5082, top5_acc: 0.7428, loss_cls: 2.1330, loss: 2.1330, grad_norm: 2.7068 2020-08-02 23:38:52,512 - mmaction - INFO - Epoch [206][200/940] lr: 3.791e-02, eta: 13:56:10, time: 0.983, data_time: 0.006, memory: 6199, top1_acc: 0.5123, top5_acc: 0.7439, loss_cls: 2.1299, loss: 2.1299, grad_norm: 2.6277 2020-08-02 23:39:14,630 - mmaction - INFO - Epoch [206][220/940] lr: 3.791e-02, eta: 13:55:49, time: 1.107, data_time: 0.006, memory: 6199, top1_acc: 0.5240, top5_acc: 0.7461, loss_cls: 2.0896, loss: 2.0896, grad_norm: 2.6675 2020-08-02 23:39:34,336 - mmaction - INFO - Epoch [206][240/940] lr: 3.791e-02, eta: 13:55:28, time: 0.983, data_time: 0.006, memory: 6199, top1_acc: 0.5199, top5_acc: 0.7451, loss_cls: 2.1130, loss: 2.1130, grad_norm: 2.6492 2020-08-02 23:39:54,546 - mmaction - INFO - Epoch [206][260/940] lr: 3.791e-02, eta: 13:55:06, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5123, top5_acc: 0.7385, loss_cls: 2.1093, loss: 2.1093, grad_norm: 2.6092 2020-08-02 23:40:14,325 - mmaction - INFO - Epoch [206][280/940] lr: 3.791e-02, eta: 13:54:45, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.5186, top5_acc: 0.7498, loss_cls: 2.0884, loss: 2.0884, grad_norm: 2.6342 2020-08-02 23:40:34,880 - mmaction - INFO - Epoch [206][300/940] lr: 3.791e-02, eta: 13:54:24, time: 1.031, data_time: 0.012, memory: 6199, top1_acc: 0.5160, top5_acc: 0.7418, loss_cls: 2.1268, loss: 2.1268, grad_norm: 2.6520 2020-08-02 23:40:55,063 - mmaction - INFO - Epoch [206][320/940] lr: 3.791e-02, eta: 13:54:03, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0956, loss: 2.0956, grad_norm: 2.6410 2020-08-02 23:41:15,851 - mmaction - INFO - Epoch [206][340/940] lr: 3.791e-02, eta: 13:53:42, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.5119, top5_acc: 0.7463, loss_cls: 2.1203, loss: 2.1203, grad_norm: 2.6615 2020-08-02 23:41:35,682 - mmaction - INFO - Epoch [206][360/940] lr: 3.791e-02, eta: 13:53:20, time: 0.991, data_time: 0.003, memory: 6199, top1_acc: 0.5137, top5_acc: 0.7465, loss_cls: 2.1185, loss: 2.1185, grad_norm: 2.6582 2020-08-02 23:41:55,254 - mmaction - INFO - Epoch [206][380/940] lr: 3.791e-02, eta: 13:52:59, time: 0.977, data_time: 0.008, memory: 6199, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.1095, loss: 2.1095, grad_norm: 2.6341 2020-08-02 23:42:15,144 - mmaction - INFO - Epoch [206][400/940] lr: 3.791e-02, eta: 13:52:38, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5238, top5_acc: 0.7461, loss_cls: 2.0823, loss: 2.0823, grad_norm: 2.5839 2020-08-02 23:42:34,946 - mmaction - INFO - Epoch [206][420/940] lr: 3.791e-02, eta: 13:52:16, time: 0.986, data_time: 0.010, memory: 6199, top1_acc: 0.5180, top5_acc: 0.7535, loss_cls: 2.0689, loss: 2.0689, grad_norm: 2.6424 2020-08-02 23:42:54,871 - mmaction - INFO - Epoch [206][440/940] lr: 3.791e-02, eta: 13:51:55, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5146, top5_acc: 0.7369, loss_cls: 2.1380, loss: 2.1380, grad_norm: 2.6032 2020-08-02 23:43:15,423 - mmaction - INFO - Epoch [206][460/940] lr: 3.791e-02, eta: 13:51:34, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.5182, top5_acc: 0.7408, loss_cls: 2.1235, loss: 2.1235, grad_norm: 2.6346 2020-08-02 23:43:36,314 - mmaction - INFO - Epoch [206][480/940] lr: 3.791e-02, eta: 13:51:13, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.5062, top5_acc: 0.7379, loss_cls: 2.1592, loss: 2.1592, grad_norm: 2.6911 2020-08-02 23:43:56,284 - mmaction - INFO - Epoch [206][500/940] lr: 3.791e-02, eta: 13:50:52, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5236, top5_acc: 0.7479, loss_cls: 2.0852, loss: 2.0852, grad_norm: 2.6075 2020-08-02 23:44:16,191 - mmaction - INFO - Epoch [206][520/940] lr: 3.791e-02, eta: 13:50:30, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5131, top5_acc: 0.7393, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.6758 2020-08-02 23:44:36,081 - mmaction - INFO - Epoch [206][540/940] lr: 3.791e-02, eta: 13:50:09, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.5129, top5_acc: 0.7424, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.7036 2020-08-02 23:44:56,477 - mmaction - INFO - Epoch [206][560/940] lr: 3.791e-02, eta: 13:49:48, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.4975, top5_acc: 0.7406, loss_cls: 2.1475, loss: 2.1475, grad_norm: 2.6594 2020-08-02 23:45:15,968 - mmaction - INFO - Epoch [206][580/940] lr: 3.791e-02, eta: 13:49:26, time: 0.969, data_time: 0.007, memory: 6199, top1_acc: 0.5178, top5_acc: 0.7471, loss_cls: 2.0910, loss: 2.0910, grad_norm: 2.6460 2020-08-02 23:45:35,829 - mmaction - INFO - Epoch [206][600/940] lr: 3.791e-02, eta: 13:49:05, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.5131, top5_acc: 0.7387, loss_cls: 2.1411, loss: 2.1411, grad_norm: 2.6444 2020-08-02 23:45:56,091 - mmaction - INFO - Epoch [206][620/940] lr: 3.791e-02, eta: 13:48:44, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5133, top5_acc: 0.7410, loss_cls: 2.1287, loss: 2.1287, grad_norm: 2.6583 2020-08-02 23:46:15,912 - mmaction - INFO - Epoch [206][640/940] lr: 3.791e-02, eta: 13:48:23, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0909, loss: 2.0909, grad_norm: 2.6447 2020-08-02 23:46:35,750 - mmaction - INFO - Epoch [206][660/940] lr: 3.791e-02, eta: 13:48:01, time: 0.990, data_time: 0.006, memory: 6199, top1_acc: 0.5346, top5_acc: 0.7639, loss_cls: 2.0262, loss: 2.0262, grad_norm: 2.6061 2020-08-02 23:46:55,879 - mmaction - INFO - Epoch [206][680/940] lr: 3.791e-02, eta: 13:47:40, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7465, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.6827 2020-08-02 23:47:16,332 - mmaction - INFO - Epoch [206][700/940] lr: 3.791e-02, eta: 13:47:19, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.5305, top5_acc: 0.7514, loss_cls: 2.0690, loss: 2.0690, grad_norm: 2.6146 2020-08-02 23:47:36,079 - mmaction - INFO - Epoch [206][720/940] lr: 3.791e-02, eta: 13:46:58, time: 0.989, data_time: 0.003, memory: 6199, top1_acc: 0.5092, top5_acc: 0.7502, loss_cls: 2.1105, loss: 2.1105, grad_norm: 2.6671 2020-08-02 23:47:56,041 - mmaction - INFO - Epoch [206][740/940] lr: 3.791e-02, eta: 13:46:36, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.5168, top5_acc: 0.7527, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.6546 2020-08-02 23:48:15,935 - mmaction - INFO - Epoch [206][760/940] lr: 3.791e-02, eta: 13:46:15, time: 0.993, data_time: 0.002, memory: 6199, top1_acc: 0.5258, top5_acc: 0.7537, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.6448 2020-08-02 23:48:36,209 - mmaction - INFO - Epoch [206][780/940] lr: 3.791e-02, eta: 13:45:54, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.5260, top5_acc: 0.7521, loss_cls: 2.0493, loss: 2.0493, grad_norm: 2.6906 2020-08-02 23:48:56,077 - mmaction - INFO - Epoch [206][800/940] lr: 3.791e-02, eta: 13:45:33, time: 0.992, data_time: 0.003, memory: 6199, top1_acc: 0.5092, top5_acc: 0.7375, loss_cls: 2.1366, loss: 2.1366, grad_norm: 2.7086 2020-08-02 23:49:16,102 - mmaction - INFO - Epoch [206][820/940] lr: 3.791e-02, eta: 13:45:11, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.1198, loss: 2.1198, grad_norm: 2.6621 2020-08-02 23:49:36,476 - mmaction - INFO - Epoch [206][840/940] lr: 3.791e-02, eta: 13:44:50, time: 1.020, data_time: 0.010, memory: 6199, top1_acc: 0.5154, top5_acc: 0.7506, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.6577 2020-08-02 23:49:56,479 - mmaction - INFO - Epoch [206][860/940] lr: 3.791e-02, eta: 13:44:29, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.5189, top5_acc: 0.7426, loss_cls: 2.1021, loss: 2.1021, grad_norm: 2.7197 2020-08-02 23:50:16,094 - mmaction - INFO - Epoch [206][880/940] lr: 3.791e-02, eta: 13:44:08, time: 0.984, data_time: 0.008, memory: 6199, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1158, loss: 2.1158, grad_norm: 2.6891 2020-08-02 23:50:35,938 - mmaction - INFO - Epoch [206][900/940] lr: 3.791e-02, eta: 13:43:46, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.5266, top5_acc: 0.7545, loss_cls: 2.0776, loss: 2.0776, grad_norm: 2.6572 2020-08-02 23:50:55,763 - mmaction - INFO - Epoch [206][920/940] lr: 3.791e-02, eta: 13:43:25, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5059, top5_acc: 0.7375, loss_cls: 2.1550, loss: 2.1550, grad_norm: 2.6626 2020-08-02 23:51:14,930 - mmaction - INFO - Epoch [206][940/940] lr: 3.791e-02, eta: 13:43:03, time: 0.956, data_time: 0.006, memory: 6199, top1_acc: 0.5057, top5_acc: 0.7443, loss_cls: 2.1241, loss: 2.1241, grad_norm: 2.6922 2020-08-02 23:51:45,537 - mmaction - INFO - Epoch [207][20/940] lr: 3.648e-02, eta: 13:42:45, time: 1.516, data_time: 0.475, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7475, loss_cls: 2.0610, loss: 2.0610, grad_norm: 2.6190 2020-08-02 23:52:05,385 - mmaction - INFO - Epoch [207][40/940] lr: 3.648e-02, eta: 13:42:23, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5350, top5_acc: 0.7496, loss_cls: 2.0583, loss: 2.0583, grad_norm: 2.6693 2020-08-02 23:52:25,080 - mmaction - INFO - Epoch [207][60/940] lr: 3.648e-02, eta: 13:42:02, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.5203, top5_acc: 0.7412, loss_cls: 2.1069, loss: 2.1069, grad_norm: 2.6709 2020-08-02 23:52:45,198 - mmaction - INFO - Epoch [207][80/940] lr: 3.648e-02, eta: 13:41:41, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5285, top5_acc: 0.7527, loss_cls: 2.0686, loss: 2.0686, grad_norm: 2.6836 2020-08-02 23:53:05,122 - mmaction - INFO - Epoch [207][100/940] lr: 3.648e-02, eta: 13:41:20, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.5960 2020-08-02 23:53:24,875 - mmaction - INFO - Epoch [207][120/940] lr: 3.648e-02, eta: 13:40:58, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.5178, top5_acc: 0.7553, loss_cls: 2.0707, loss: 2.0707, grad_norm: 2.6437 2020-08-02 23:53:45,510 - mmaction - INFO - Epoch [207][140/940] lr: 3.648e-02, eta: 13:40:37, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.5223, top5_acc: 0.7576, loss_cls: 2.0644, loss: 2.0644, grad_norm: 2.6157 2020-08-02 23:54:05,302 - mmaction - INFO - Epoch [207][160/940] lr: 3.648e-02, eta: 13:40:16, time: 0.990, data_time: 0.006, memory: 6199, top1_acc: 0.5215, top5_acc: 0.7436, loss_cls: 2.1313, loss: 2.1313, grad_norm: 2.7173 2020-08-02 23:54:25,250 - mmaction - INFO - Epoch [207][180/940] lr: 3.648e-02, eta: 13:39:55, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.6536 2020-08-02 23:54:46,628 - mmaction - INFO - Epoch [207][200/940] lr: 3.648e-02, eta: 13:39:34, time: 1.066, data_time: 0.009, memory: 6199, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1215, loss: 2.1215, grad_norm: 2.6396 2020-08-02 23:55:07,051 - mmaction - INFO - Epoch [207][220/940] lr: 3.648e-02, eta: 13:39:12, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0726, loss: 2.0726, grad_norm: 2.6843 2020-08-02 23:55:27,746 - mmaction - INFO - Epoch [207][240/940] lr: 3.648e-02, eta: 13:38:51, time: 1.032, data_time: 0.002, memory: 6199, top1_acc: 0.5166, top5_acc: 0.7451, loss_cls: 2.0860, loss: 2.0860, grad_norm: 2.6856 2020-08-02 23:55:48,693 - mmaction - INFO - Epoch [207][260/940] lr: 3.648e-02, eta: 13:38:30, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.5225, top5_acc: 0.7551, loss_cls: 2.0687, loss: 2.0687, grad_norm: 2.6760 2020-08-02 23:56:09,239 - mmaction - INFO - Epoch [207][280/940] lr: 3.648e-02, eta: 13:38:09, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.5043, top5_acc: 0.7412, loss_cls: 2.1450, loss: 2.1450, grad_norm: 2.7241 2020-08-02 23:56:29,345 - mmaction - INFO - Epoch [207][300/940] lr: 3.648e-02, eta: 13:37:48, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5289, top5_acc: 0.7605, loss_cls: 2.0428, loss: 2.0428, grad_norm: 2.6906 2020-08-02 23:56:49,246 - mmaction - INFO - Epoch [207][320/940] lr: 3.648e-02, eta: 13:37:27, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5248, top5_acc: 0.7441, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.6522 2020-08-02 23:57:09,404 - mmaction - INFO - Epoch [207][340/940] lr: 3.648e-02, eta: 13:37:05, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5363, top5_acc: 0.7598, loss_cls: 2.0344, loss: 2.0344, grad_norm: 2.6637 2020-08-02 23:57:29,630 - mmaction - INFO - Epoch [207][360/940] lr: 3.648e-02, eta: 13:36:44, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.5318, top5_acc: 0.7551, loss_cls: 2.0656, loss: 2.0656, grad_norm: 2.6524 2020-08-02 23:57:49,907 - mmaction - INFO - Epoch [207][380/940] lr: 3.648e-02, eta: 13:36:23, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.5123, top5_acc: 0.7479, loss_cls: 2.1030, loss: 2.1030, grad_norm: 2.7208 2020-08-02 23:58:09,853 - mmaction - INFO - Epoch [207][400/940] lr: 3.648e-02, eta: 13:36:02, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.5326, top5_acc: 0.7518, loss_cls: 2.0517, loss: 2.0517, grad_norm: 2.6378 2020-08-02 23:58:29,828 - mmaction - INFO - Epoch [207][420/940] lr: 3.648e-02, eta: 13:35:41, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.5236, top5_acc: 0.7521, loss_cls: 2.0643, loss: 2.0643, grad_norm: 2.6981 2020-08-02 23:58:49,902 - mmaction - INFO - Epoch [207][440/940] lr: 3.648e-02, eta: 13:35:19, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.5072, top5_acc: 0.7373, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.6813 2020-08-02 23:59:10,110 - mmaction - INFO - Epoch [207][460/940] lr: 3.648e-02, eta: 13:34:58, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5137, top5_acc: 0.7488, loss_cls: 2.1284, loss: 2.1284, grad_norm: 2.6526 2020-08-02 23:59:30,178 - mmaction - INFO - Epoch [207][480/940] lr: 3.648e-02, eta: 13:34:37, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5264, top5_acc: 0.7615, loss_cls: 2.0510, loss: 2.0510, grad_norm: 2.6117 2020-08-02 23:59:50,376 - mmaction - INFO - Epoch [207][500/940] lr: 3.648e-02, eta: 13:34:16, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5174, top5_acc: 0.7422, loss_cls: 2.1301, loss: 2.1301, grad_norm: 2.7909 2020-08-03 00:00:13,552 - mmaction - INFO - Epoch [207][520/940] lr: 3.648e-02, eta: 13:33:55, time: 1.155, data_time: 0.006, memory: 6199, top1_acc: 0.5115, top5_acc: 0.7463, loss_cls: 2.1024, loss: 2.1024, grad_norm: 2.7161 2020-08-03 00:00:33,927 - mmaction - INFO - Epoch [207][540/940] lr: 3.648e-02, eta: 13:33:34, time: 1.025, data_time: 0.016, memory: 6199, top1_acc: 0.5240, top5_acc: 0.7598, loss_cls: 2.0698, loss: 2.0698, grad_norm: 2.6711 2020-08-03 00:00:54,218 - mmaction - INFO - Epoch [207][560/940] lr: 3.648e-02, eta: 13:33:13, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1085, loss: 2.1085, grad_norm: 2.7329 2020-08-03 00:01:14,705 - mmaction - INFO - Epoch [207][580/940] lr: 3.648e-02, eta: 13:32:52, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.5264, top5_acc: 0.7521, loss_cls: 2.0750, loss: 2.0750, grad_norm: 2.6797 2020-08-03 00:01:34,895 - mmaction - INFO - Epoch [207][600/940] lr: 3.648e-02, eta: 13:32:30, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.5242, top5_acc: 0.7506, loss_cls: 2.0788, loss: 2.0788, grad_norm: 2.6846 2020-08-03 00:01:54,928 - mmaction - INFO - Epoch [207][620/940] lr: 3.648e-02, eta: 13:32:09, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.5213, top5_acc: 0.7527, loss_cls: 2.0934, loss: 2.0934, grad_norm: 2.7660 2020-08-03 00:02:15,369 - mmaction - INFO - Epoch [207][640/940] lr: 3.648e-02, eta: 13:31:48, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.5182, top5_acc: 0.7529, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.6385 2020-08-03 00:02:35,038 - mmaction - INFO - Epoch [207][660/940] lr: 3.648e-02, eta: 13:31:27, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.5023, top5_acc: 0.7385, loss_cls: 2.1400, loss: 2.1400, grad_norm: 2.6940 2020-08-03 00:02:56,040 - mmaction - INFO - Epoch [207][680/940] lr: 3.648e-02, eta: 13:31:06, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.5203, top5_acc: 0.7529, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.6236 2020-08-03 00:03:16,659 - mmaction - INFO - Epoch [207][700/940] lr: 3.648e-02, eta: 13:30:45, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.5250, top5_acc: 0.7510, loss_cls: 2.0721, loss: 2.0721, grad_norm: 2.7049 2020-08-03 00:03:38,067 - mmaction - INFO - Epoch [207][720/940] lr: 3.648e-02, eta: 13:30:24, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.5020, top5_acc: 0.7322, loss_cls: 2.1815, loss: 2.1815, grad_norm: 2.7143 2020-08-03 00:03:59,285 - mmaction - INFO - Epoch [207][740/940] lr: 3.648e-02, eta: 13:30:03, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.5180, top5_acc: 0.7518, loss_cls: 2.0870, loss: 2.0870, grad_norm: 2.6757 2020-08-03 00:04:19,429 - mmaction - INFO - Epoch [207][760/940] lr: 3.648e-02, eta: 13:29:41, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5283, top5_acc: 0.7547, loss_cls: 2.0669, loss: 2.0669, grad_norm: 2.7324 2020-08-03 00:04:40,379 - mmaction - INFO - Epoch [207][780/940] lr: 3.648e-02, eta: 13:29:20, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0729, loss: 2.0729, grad_norm: 2.7152 2020-08-03 00:05:00,910 - mmaction - INFO - Epoch [207][800/940] lr: 3.648e-02, eta: 13:28:59, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.5340, top5_acc: 0.7574, loss_cls: 2.0614, loss: 2.0614, grad_norm: 2.6743 2020-08-03 00:05:23,607 - mmaction - INFO - Epoch [207][820/940] lr: 3.648e-02, eta: 13:28:39, time: 1.134, data_time: 0.007, memory: 6199, top1_acc: 0.5162, top5_acc: 0.7439, loss_cls: 2.1127, loss: 2.1127, grad_norm: 2.7262 2020-08-03 00:05:43,803 - mmaction - INFO - Epoch [207][840/940] lr: 3.648e-02, eta: 13:28:18, time: 1.012, data_time: 0.003, memory: 6199, top1_acc: 0.5135, top5_acc: 0.7504, loss_cls: 2.0951, loss: 2.0951, grad_norm: 2.7087 2020-08-03 00:06:06,009 - mmaction - INFO - Epoch [207][860/940] lr: 3.648e-02, eta: 13:27:57, time: 1.109, data_time: 0.005, memory: 6199, top1_acc: 0.5172, top5_acc: 0.7527, loss_cls: 2.0927, loss: 2.0927, grad_norm: 2.6744 2020-08-03 00:06:26,445 - mmaction - INFO - Epoch [207][880/940] lr: 3.648e-02, eta: 13:27:36, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.5080, top5_acc: 0.7463, loss_cls: 2.1119, loss: 2.1119, grad_norm: 2.6653 2020-08-03 00:06:46,885 - mmaction - INFO - Epoch [207][900/940] lr: 3.648e-02, eta: 13:27:14, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.5152, top5_acc: 0.7426, loss_cls: 2.1174, loss: 2.1174, grad_norm: 2.7339 2020-08-03 00:07:07,227 - mmaction - INFO - Epoch [207][920/940] lr: 3.648e-02, eta: 13:26:53, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.5176, top5_acc: 0.7410, loss_cls: 2.1125, loss: 2.1125, grad_norm: 2.6779 2020-08-03 00:07:28,110 - mmaction - INFO - Epoch [207][940/940] lr: 3.648e-02, eta: 13:26:32, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.5154, top5_acc: 0.7368, loss_cls: 2.1229, loss: 2.1229, grad_norm: 2.6658 2020-08-03 00:08:00,660 - mmaction - INFO - Epoch [208][20/940] lr: 3.508e-02, eta: 13:26:14, time: 1.601, data_time: 0.625, memory: 6199, top1_acc: 0.5270, top5_acc: 0.7623, loss_cls: 2.0405, loss: 2.0405, grad_norm: 2.6628 2020-08-03 00:08:20,364 - mmaction - INFO - Epoch [208][40/940] lr: 3.508e-02, eta: 13:25:53, time: 0.987, data_time: 0.004, memory: 6199, top1_acc: 0.5287, top5_acc: 0.7537, loss_cls: 2.0649, loss: 2.0649, grad_norm: 2.6538 2020-08-03 00:08:40,319 - mmaction - INFO - Epoch [208][60/940] lr: 3.508e-02, eta: 13:25:31, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.5271, top5_acc: 0.7527, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.6603 2020-08-03 00:09:01,190 - mmaction - INFO - Epoch [208][80/940] lr: 3.508e-02, eta: 13:25:10, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.5340, top5_acc: 0.7529, loss_cls: 2.0476, loss: 2.0476, grad_norm: 2.7061 2020-08-03 00:09:21,538 - mmaction - INFO - Epoch [208][100/940] lr: 3.508e-02, eta: 13:24:49, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.5320, top5_acc: 0.7557, loss_cls: 2.0215, loss: 2.0215, grad_norm: 2.6920 2020-08-03 00:09:43,318 - mmaction - INFO - Epoch [208][120/940] lr: 3.508e-02, eta: 13:24:28, time: 1.088, data_time: 0.009, memory: 6199, top1_acc: 0.5125, top5_acc: 0.7486, loss_cls: 2.1098, loss: 2.1098, grad_norm: 2.7604 2020-08-03 00:10:03,456 - mmaction - INFO - Epoch [208][140/940] lr: 3.508e-02, eta: 13:24:07, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.5299, top5_acc: 0.7574, loss_cls: 2.0274, loss: 2.0274, grad_norm: 2.6980 2020-08-03 00:10:24,131 - mmaction - INFO - Epoch [208][160/940] lr: 3.508e-02, eta: 13:23:46, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.5211, top5_acc: 0.7529, loss_cls: 2.0782, loss: 2.0782, grad_norm: 2.6982 2020-08-03 00:10:44,927 - mmaction - INFO - Epoch [208][180/940] lr: 3.508e-02, eta: 13:23:25, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.5344, top5_acc: 0.7449, loss_cls: 2.0925, loss: 2.0925, grad_norm: 2.6645 2020-08-03 00:11:06,067 - mmaction - INFO - Epoch [208][200/940] lr: 3.508e-02, eta: 13:23:04, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.5299, top5_acc: 0.7578, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.6980 2020-08-03 00:11:26,897 - mmaction - INFO - Epoch [208][220/940] lr: 3.508e-02, eta: 13:22:43, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.5250, top5_acc: 0.7449, loss_cls: 2.0990, loss: 2.0990, grad_norm: 2.7047 2020-08-03 00:11:46,593 - mmaction - INFO - Epoch [208][240/940] lr: 3.508e-02, eta: 13:22:21, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.5213, top5_acc: 0.7500, loss_cls: 2.0802, loss: 2.0802, grad_norm: 2.6724 2020-08-03 00:12:07,992 - mmaction - INFO - Epoch [208][260/940] lr: 3.508e-02, eta: 13:22:01, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.5242, top5_acc: 0.7502, loss_cls: 2.0768, loss: 2.0768, grad_norm: 2.6575 2020-08-03 00:12:28,250 - mmaction - INFO - Epoch [208][280/940] lr: 3.508e-02, eta: 13:21:39, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5311, top5_acc: 0.7541, loss_cls: 2.0315, loss: 2.0315, grad_norm: 2.6961 2020-08-03 00:12:48,878 - mmaction - INFO - Epoch [208][300/940] lr: 3.508e-02, eta: 13:21:18, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.5365, top5_acc: 0.7592, loss_cls: 2.0312, loss: 2.0312, grad_norm: 2.7170 2020-08-03 00:13:09,190 - mmaction - INFO - Epoch [208][320/940] lr: 3.508e-02, eta: 13:20:57, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7518, loss_cls: 2.0828, loss: 2.0828, grad_norm: 2.7222 2020-08-03 00:13:30,413 - mmaction - INFO - Epoch [208][340/940] lr: 3.508e-02, eta: 13:20:36, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.5217, top5_acc: 0.7600, loss_cls: 2.0638, loss: 2.0638, grad_norm: 2.6869 2020-08-03 00:13:50,805 - mmaction - INFO - Epoch [208][360/940] lr: 3.508e-02, eta: 13:20:15, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.5357, top5_acc: 0.7582, loss_cls: 2.0333, loss: 2.0333, grad_norm: 2.7226 2020-08-03 00:14:11,074 - mmaction - INFO - Epoch [208][380/940] lr: 3.508e-02, eta: 13:19:54, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.5270, top5_acc: 0.7484, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.7405 2020-08-03 00:14:31,232 - mmaction - INFO - Epoch [208][400/940] lr: 3.508e-02, eta: 13:19:33, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5262, top5_acc: 0.7535, loss_cls: 2.0800, loss: 2.0800, grad_norm: 2.6877 2020-08-03 00:14:52,097 - mmaction - INFO - Epoch [208][420/940] lr: 3.508e-02, eta: 13:19:12, time: 1.042, data_time: 0.003, memory: 6199, top1_acc: 0.5266, top5_acc: 0.7457, loss_cls: 2.0904, loss: 2.0904, grad_norm: 2.7072 2020-08-03 00:15:12,392 - mmaction - INFO - Epoch [208][440/940] lr: 3.508e-02, eta: 13:18:50, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7434, loss_cls: 2.0965, loss: 2.0965, grad_norm: 2.7152 2020-08-03 00:15:32,476 - mmaction - INFO - Epoch [208][460/940] lr: 3.508e-02, eta: 13:18:29, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5346, top5_acc: 0.7559, loss_cls: 2.0264, loss: 2.0264, grad_norm: 2.7134 2020-08-03 00:15:52,501 - mmaction - INFO - Epoch [208][480/940] lr: 3.508e-02, eta: 13:18:08, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5139, top5_acc: 0.7500, loss_cls: 2.0955, loss: 2.0955, grad_norm: 2.7996 2020-08-03 00:16:12,551 - mmaction - INFO - Epoch [208][500/940] lr: 3.508e-02, eta: 13:17:47, time: 0.999, data_time: 0.004, memory: 6199, top1_acc: 0.5279, top5_acc: 0.7484, loss_cls: 2.0754, loss: 2.0754, grad_norm: 2.7441 2020-08-03 00:16:32,741 - mmaction - INFO - Epoch [208][520/940] lr: 3.508e-02, eta: 13:17:25, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7502, loss_cls: 2.0804, loss: 2.0804, grad_norm: 2.7042 2020-08-03 00:16:52,530 - mmaction - INFO - Epoch [208][540/940] lr: 3.508e-02, eta: 13:17:04, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.5180, top5_acc: 0.7475, loss_cls: 2.0994, loss: 2.0994, grad_norm: 2.7370 2020-08-03 00:17:12,713 - mmaction - INFO - Epoch [208][560/940] lr: 3.508e-02, eta: 13:16:43, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5197, top5_acc: 0.7443, loss_cls: 2.1114, loss: 2.1114, grad_norm: 2.7845 2020-08-03 00:17:33,001 - mmaction - INFO - Epoch [208][580/940] lr: 3.508e-02, eta: 13:16:22, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5188, top5_acc: 0.7559, loss_cls: 2.0854, loss: 2.0854, grad_norm: 2.7163 2020-08-03 00:17:53,343 - mmaction - INFO - Epoch [208][600/940] lr: 3.508e-02, eta: 13:16:01, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5152, top5_acc: 0.7432, loss_cls: 2.1187, loss: 2.1187, grad_norm: 2.6913 2020-08-03 00:18:13,382 - mmaction - INFO - Epoch [208][620/940] lr: 3.508e-02, eta: 13:15:39, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.5312, top5_acc: 0.7576, loss_cls: 2.0272, loss: 2.0272, grad_norm: 2.6311 2020-08-03 00:18:34,082 - mmaction - INFO - Epoch [208][640/940] lr: 3.508e-02, eta: 13:15:18, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.5227, top5_acc: 0.7545, loss_cls: 2.0723, loss: 2.0723, grad_norm: 2.6969 2020-08-03 00:18:53,852 - mmaction - INFO - Epoch [208][660/940] lr: 3.508e-02, eta: 13:14:57, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.5197, top5_acc: 0.7467, loss_cls: 2.0919, loss: 2.0919, grad_norm: 2.7287 2020-08-03 00:19:13,849 - mmaction - INFO - Epoch [208][680/940] lr: 3.508e-02, eta: 13:14:36, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.5270, top5_acc: 0.7584, loss_cls: 2.0576, loss: 2.0576, grad_norm: 2.7370 2020-08-03 00:19:34,561 - mmaction - INFO - Epoch [208][700/940] lr: 3.508e-02, eta: 13:14:15, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.5172, top5_acc: 0.7432, loss_cls: 2.1067, loss: 2.1067, grad_norm: 2.7722 2020-08-03 00:19:54,290 - mmaction - INFO - Epoch [208][720/940] lr: 3.508e-02, eta: 13:13:53, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.5238, top5_acc: 0.7518, loss_cls: 2.0482, loss: 2.0482, grad_norm: 2.6810 2020-08-03 00:20:16,140 - mmaction - INFO - Epoch [208][740/940] lr: 3.508e-02, eta: 13:13:32, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.5201, top5_acc: 0.7490, loss_cls: 2.0766, loss: 2.0766, grad_norm: 2.7250 2020-08-03 00:20:36,951 - mmaction - INFO - Epoch [208][760/940] lr: 3.508e-02, eta: 13:13:11, time: 1.041, data_time: 0.005, memory: 6199, top1_acc: 0.5096, top5_acc: 0.7422, loss_cls: 2.1419, loss: 2.1419, grad_norm: 2.7524 2020-08-03 00:20:56,949 - mmaction - INFO - Epoch [208][780/940] lr: 3.508e-02, eta: 13:12:50, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.5133, top5_acc: 0.7447, loss_cls: 2.1221, loss: 2.1221, grad_norm: 2.7118 2020-08-03 00:21:18,258 - mmaction - INFO - Epoch [208][800/940] lr: 3.508e-02, eta: 13:12:29, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.5230, top5_acc: 0.7469, loss_cls: 2.0700, loss: 2.0700, grad_norm: 2.7258 2020-08-03 00:21:39,547 - mmaction - INFO - Epoch [208][820/940] lr: 3.508e-02, eta: 13:12:08, time: 1.065, data_time: 0.005, memory: 6199, top1_acc: 0.5230, top5_acc: 0.7443, loss_cls: 2.0901, loss: 2.0901, grad_norm: 2.7903 2020-08-03 00:22:00,311 - mmaction - INFO - Epoch [208][840/940] lr: 3.508e-02, eta: 13:11:47, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.5242, top5_acc: 0.7615, loss_cls: 2.0061, loss: 2.0061, grad_norm: 2.7322 2020-08-03 00:22:20,791 - mmaction - INFO - Epoch [208][860/940] lr: 3.508e-02, eta: 13:11:26, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.5105, top5_acc: 0.7463, loss_cls: 2.1150, loss: 2.1150, grad_norm: 2.7765 2020-08-03 00:22:42,318 - mmaction - INFO - Epoch [208][880/940] lr: 3.508e-02, eta: 13:11:05, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.5197, top5_acc: 0.7438, loss_cls: 2.0941, loss: 2.0941, grad_norm: 2.6858 2020-08-03 00:23:02,415 - mmaction - INFO - Epoch [208][900/940] lr: 3.508e-02, eta: 13:10:44, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.5100, top5_acc: 0.7432, loss_cls: 2.1172, loss: 2.1172, grad_norm: 2.7573 2020-08-03 00:23:24,375 - mmaction - INFO - Epoch [208][920/940] lr: 3.508e-02, eta: 13:10:23, time: 1.100, data_time: 0.007, memory: 6199, top1_acc: 0.5238, top5_acc: 0.7498, loss_cls: 2.0857, loss: 2.0857, grad_norm: 2.7194 2020-08-03 00:23:43,954 - mmaction - INFO - Epoch [208][940/940] lr: 3.508e-02, eta: 13:10:02, time: 0.977, data_time: 0.007, memory: 6199, top1_acc: 0.5235, top5_acc: 0.7399, loss_cls: 2.1267, loss: 2.1267, grad_norm: 2.7491 2020-08-03 00:23:44,237 - mmaction - INFO - Saving checkpoint at 208 epochs 2020-08-03 00:24:13,864 - mmaction - INFO - Epoch [209][20/940] lr: 3.371e-02, eta: 13:09:42, time: 1.383, data_time: 0.409, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7541, loss_cls: 2.0364, loss: 2.0364, grad_norm: 2.6808 2020-08-03 00:24:33,403 - mmaction - INFO - Epoch [209][40/940] lr: 3.371e-02, eta: 13:09:21, time: 0.975, data_time: 0.007, memory: 6199, top1_acc: 0.5301, top5_acc: 0.7555, loss_cls: 2.0063, loss: 2.0063, grad_norm: 2.7129 2020-08-03 00:24:52,801 - mmaction - INFO - Epoch [209][60/940] lr: 3.371e-02, eta: 13:09:00, time: 0.974, data_time: 0.008, memory: 6199, top1_acc: 0.5379, top5_acc: 0.7609, loss_cls: 2.0314, loss: 2.0314, grad_norm: 2.7565 2020-08-03 00:25:12,877 - mmaction - INFO - Epoch [209][80/940] lr: 3.371e-02, eta: 13:08:38, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.5316, top5_acc: 0.7629, loss_cls: 2.0207, loss: 2.0207, grad_norm: 2.7429 2020-08-03 00:25:34,048 - mmaction - INFO - Epoch [209][100/940] lr: 3.371e-02, eta: 13:08:17, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.5271, top5_acc: 0.7480, loss_cls: 2.0775, loss: 2.0775, grad_norm: 2.7486 2020-08-03 00:25:53,702 - mmaction - INFO - Epoch [209][120/940] lr: 3.371e-02, eta: 13:07:56, time: 0.984, data_time: 0.006, memory: 6199, top1_acc: 0.5279, top5_acc: 0.7521, loss_cls: 2.0432, loss: 2.0432, grad_norm: 2.7294 2020-08-03 00:26:14,469 - mmaction - INFO - Epoch [209][140/940] lr: 3.371e-02, eta: 13:07:35, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.5314, top5_acc: 0.7598, loss_cls: 2.0589, loss: 2.0589, grad_norm: 2.6941 2020-08-03 00:26:35,059 - mmaction - INFO - Epoch [209][160/940] lr: 3.371e-02, eta: 13:07:14, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.5254, top5_acc: 0.7553, loss_cls: 2.0674, loss: 2.0674, grad_norm: 2.7636 2020-08-03 00:26:55,600 - mmaction - INFO - Epoch [209][180/940] lr: 3.371e-02, eta: 13:06:53, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.5277, top5_acc: 0.7541, loss_cls: 2.0577, loss: 2.0577, grad_norm: 2.6756 2020-08-03 00:27:16,204 - mmaction - INFO - Epoch [209][200/940] lr: 3.371e-02, eta: 13:06:32, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.5320, top5_acc: 0.7568, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.7238 2020-08-03 00:27:37,172 - mmaction - INFO - Epoch [209][220/940] lr: 3.371e-02, eta: 13:06:11, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.5232, top5_acc: 0.7459, loss_cls: 2.0835, loss: 2.0835, grad_norm: 2.7795 2020-08-03 00:27:58,757 - mmaction - INFO - Epoch [209][240/940] lr: 3.371e-02, eta: 13:05:50, time: 1.077, data_time: 0.003, memory: 6199, top1_acc: 0.5254, top5_acc: 0.7574, loss_cls: 2.0338, loss: 2.0338, grad_norm: 2.7186 2020-08-03 00:28:18,919 - mmaction - INFO - Epoch [209][260/940] lr: 3.371e-02, eta: 13:05:29, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.5207, top5_acc: 0.7465, loss_cls: 2.0820, loss: 2.0820, grad_norm: 2.7935 2020-08-03 00:28:40,492 - mmaction - INFO - Epoch [209][280/940] lr: 3.371e-02, eta: 13:05:08, time: 1.082, data_time: 0.009, memory: 6199, top1_acc: 0.5303, top5_acc: 0.7566, loss_cls: 2.0394, loss: 2.0394, grad_norm: 2.7021 2020-08-03 00:29:00,554 - mmaction - INFO - Epoch [209][300/940] lr: 3.371e-02, eta: 13:04:46, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.5303, top5_acc: 0.7557, loss_cls: 2.0662, loss: 2.0662, grad_norm: 2.6967 2020-08-03 00:29:21,253 - mmaction - INFO - Epoch [209][320/940] lr: 3.371e-02, eta: 13:04:25, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5301, top5_acc: 0.7543, loss_cls: 2.0626, loss: 2.0626, grad_norm: 2.7314 2020-08-03 00:29:41,914 - mmaction - INFO - Epoch [209][340/940] lr: 3.371e-02, eta: 13:04:04, time: 1.032, data_time: 0.005, memory: 6199, top1_acc: 0.5244, top5_acc: 0.7531, loss_cls: 2.0728, loss: 2.0728, grad_norm: 2.6852 2020-08-03 00:30:02,308 - mmaction - INFO - Epoch [209][360/940] lr: 3.371e-02, eta: 13:03:43, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1259, loss: 2.1259, grad_norm: 2.7507 2020-08-03 00:30:23,490 - mmaction - INFO - Epoch [209][380/940] lr: 3.371e-02, eta: 13:03:22, time: 1.056, data_time: 0.003, memory: 6199, top1_acc: 0.5322, top5_acc: 0.7650, loss_cls: 2.0157, loss: 2.0157, grad_norm: 2.7476 2020-08-03 00:30:44,631 - mmaction - INFO - Epoch [209][400/940] lr: 3.371e-02, eta: 13:03:01, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.5264, top5_acc: 0.7574, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.7575 2020-08-03 00:31:05,359 - mmaction - INFO - Epoch [209][420/940] lr: 3.371e-02, eta: 13:02:40, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.5447, top5_acc: 0.7605, loss_cls: 2.0103, loss: 2.0103, grad_norm: 2.7271 2020-08-03 00:31:26,398 - mmaction - INFO - Epoch [209][440/940] lr: 3.371e-02, eta: 13:02:19, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7504, loss_cls: 2.0636, loss: 2.0636, grad_norm: 2.7547 2020-08-03 00:31:46,387 - mmaction - INFO - Epoch [209][460/940] lr: 3.371e-02, eta: 13:01:58, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5295, top5_acc: 0.7492, loss_cls: 2.0560, loss: 2.0560, grad_norm: 2.6919 2020-08-03 00:32:08,214 - mmaction - INFO - Epoch [209][480/940] lr: 3.371e-02, eta: 13:01:37, time: 1.089, data_time: 0.006, memory: 6199, top1_acc: 0.5197, top5_acc: 0.7465, loss_cls: 2.1034, loss: 2.1034, grad_norm: 2.7499 2020-08-03 00:32:28,228 - mmaction - INFO - Epoch [209][500/940] lr: 3.371e-02, eta: 13:01:16, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5252, top5_acc: 0.7467, loss_cls: 2.0785, loss: 2.0785, grad_norm: 2.7701 2020-08-03 00:32:48,315 - mmaction - INFO - Epoch [209][520/940] lr: 3.371e-02, eta: 13:00:55, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.5260, top5_acc: 0.7600, loss_cls: 2.0555, loss: 2.0555, grad_norm: 2.7272 2020-08-03 00:33:09,700 - mmaction - INFO - Epoch [209][540/940] lr: 3.371e-02, eta: 13:00:34, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.5191, top5_acc: 0.7447, loss_cls: 2.0948, loss: 2.0948, grad_norm: 2.7735 2020-08-03 00:33:30,095 - mmaction - INFO - Epoch [209][560/940] lr: 3.371e-02, eta: 13:00:12, time: 1.020, data_time: 0.004, memory: 6199, top1_acc: 0.5293, top5_acc: 0.7516, loss_cls: 2.0654, loss: 2.0654, grad_norm: 2.7153 2020-08-03 00:33:50,512 - mmaction - INFO - Epoch [209][580/940] lr: 3.371e-02, eta: 12:59:51, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.5270, top5_acc: 0.7613, loss_cls: 2.0271, loss: 2.0271, grad_norm: 2.6957 2020-08-03 00:34:10,472 - mmaction - INFO - Epoch [209][600/940] lr: 3.371e-02, eta: 12:59:30, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.5299, top5_acc: 0.7479, loss_cls: 2.0688, loss: 2.0688, grad_norm: 2.7323 2020-08-03 00:34:30,862 - mmaction - INFO - Epoch [209][620/940] lr: 3.371e-02, eta: 12:59:09, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.5350, top5_acc: 0.7574, loss_cls: 2.0434, loss: 2.0434, grad_norm: 2.7616 2020-08-03 00:34:50,884 - mmaction - INFO - Epoch [209][640/940] lr: 3.371e-02, eta: 12:58:48, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.0952, loss: 2.0952, grad_norm: 2.7963 2020-08-03 00:35:10,891 - mmaction - INFO - Epoch [209][660/940] lr: 3.371e-02, eta: 12:58:26, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.5355, top5_acc: 0.7568, loss_cls: 2.0368, loss: 2.0368, grad_norm: 2.7672 2020-08-03 00:35:31,333 - mmaction - INFO - Epoch [209][680/940] lr: 3.371e-02, eta: 12:58:05, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.5238, top5_acc: 0.7490, loss_cls: 2.0853, loss: 2.0853, grad_norm: 2.7631 2020-08-03 00:35:51,627 - mmaction - INFO - Epoch [209][700/940] lr: 3.371e-02, eta: 12:57:44, time: 1.012, data_time: 0.002, memory: 6199, top1_acc: 0.5088, top5_acc: 0.7486, loss_cls: 2.1356, loss: 2.1356, grad_norm: 2.8084 2020-08-03 00:36:12,050 - mmaction - INFO - Epoch [209][720/940] lr: 3.371e-02, eta: 12:57:23, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.5170, top5_acc: 0.7389, loss_cls: 2.1040, loss: 2.1040, grad_norm: 2.7221 2020-08-03 00:36:32,236 - mmaction - INFO - Epoch [209][740/940] lr: 3.371e-02, eta: 12:57:02, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5104, top5_acc: 0.7395, loss_cls: 2.1441, loss: 2.1441, grad_norm: 2.7364 2020-08-03 00:36:52,276 - mmaction - INFO - Epoch [209][760/940] lr: 3.371e-02, eta: 12:56:41, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5305, top5_acc: 0.7504, loss_cls: 2.0815, loss: 2.0815, grad_norm: 2.6815 2020-08-03 00:37:12,393 - mmaction - INFO - Epoch [209][780/940] lr: 3.371e-02, eta: 12:56:19, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5314, top5_acc: 0.7506, loss_cls: 2.0486, loss: 2.0486, grad_norm: 2.7595 2020-08-03 00:37:32,596 - mmaction - INFO - Epoch [209][800/940] lr: 3.371e-02, eta: 12:55:58, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.5277, top5_acc: 0.7500, loss_cls: 2.0621, loss: 2.0621, grad_norm: 2.7281 2020-08-03 00:37:52,696 - mmaction - INFO - Epoch [209][820/940] lr: 3.371e-02, eta: 12:55:37, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5199, top5_acc: 0.7467, loss_cls: 2.0667, loss: 2.0667, grad_norm: 2.7367 2020-08-03 00:38:12,914 - mmaction - INFO - Epoch [209][840/940] lr: 3.371e-02, eta: 12:55:16, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.5129, top5_acc: 0.7480, loss_cls: 2.0846, loss: 2.0846, grad_norm: 2.7714 2020-08-03 00:38:33,086 - mmaction - INFO - Epoch [209][860/940] lr: 3.371e-02, eta: 12:54:55, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5283, top5_acc: 0.7586, loss_cls: 2.0519, loss: 2.0519, grad_norm: 2.7033 2020-08-03 00:38:53,339 - mmaction - INFO - Epoch [209][880/940] lr: 3.371e-02, eta: 12:54:33, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5264, top5_acc: 0.7551, loss_cls: 2.0682, loss: 2.0682, grad_norm: 2.7695 2020-08-03 00:39:13,733 - mmaction - INFO - Epoch [209][900/940] lr: 3.371e-02, eta: 12:54:12, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.5209, top5_acc: 0.7594, loss_cls: 2.0641, loss: 2.0641, grad_norm: 2.7278 2020-08-03 00:39:33,979 - mmaction - INFO - Epoch [209][920/940] lr: 3.371e-02, eta: 12:53:51, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.5344, top5_acc: 0.7477, loss_cls: 2.0677, loss: 2.0677, grad_norm: 2.7570 2020-08-03 00:39:52,787 - mmaction - INFO - Epoch [209][940/940] lr: 3.371e-02, eta: 12:53:30, time: 0.937, data_time: 0.005, memory: 6199, top1_acc: 0.5327, top5_acc: 0.7510, loss_cls: 2.0738, loss: 2.0738, grad_norm: 2.8147 2020-08-03 00:40:22,987 - mmaction - INFO - Epoch [210][20/940] lr: 3.236e-02, eta: 12:53:11, time: 1.496, data_time: 0.487, memory: 6199, top1_acc: 0.5432, top5_acc: 0.7594, loss_cls: 1.9730, loss: 1.9730, grad_norm: 2.6781 2020-08-03 00:40:42,808 - mmaction - INFO - Epoch [210][40/940] lr: 3.236e-02, eta: 12:52:49, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7564, loss_cls: 2.0697, loss: 2.0697, grad_norm: 2.7802 2020-08-03 00:41:03,088 - mmaction - INFO - Epoch [210][60/940] lr: 3.236e-02, eta: 12:52:28, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7555, loss_cls: 2.0449, loss: 2.0449, grad_norm: 2.7687 2020-08-03 00:41:23,579 - mmaction - INFO - Epoch [210][80/940] lr: 3.236e-02, eta: 12:52:07, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.5307, top5_acc: 0.7443, loss_cls: 2.0695, loss: 2.0695, grad_norm: 2.7529 2020-08-03 00:41:43,506 - mmaction - INFO - Epoch [210][100/940] lr: 3.236e-02, eta: 12:51:46, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5340, top5_acc: 0.7621, loss_cls: 2.0052, loss: 2.0052, grad_norm: 2.7741 2020-08-03 00:42:03,265 - mmaction - INFO - Epoch [210][120/940] lr: 3.236e-02, eta: 12:51:24, time: 0.989, data_time: 0.003, memory: 6199, top1_acc: 0.5420, top5_acc: 0.7580, loss_cls: 2.0026, loss: 2.0026, grad_norm: 2.7427 2020-08-03 00:42:23,048 - mmaction - INFO - Epoch [210][140/940] lr: 3.236e-02, eta: 12:51:03, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.5266, top5_acc: 0.7537, loss_cls: 2.0551, loss: 2.0551, grad_norm: 2.8079 2020-08-03 00:42:42,643 - mmaction - INFO - Epoch [210][160/940] lr: 3.236e-02, eta: 12:50:42, time: 0.981, data_time: 0.004, memory: 6199, top1_acc: 0.5307, top5_acc: 0.7553, loss_cls: 2.0613, loss: 2.0613, grad_norm: 2.7631 2020-08-03 00:43:02,335 - mmaction - INFO - Epoch [210][180/940] lr: 3.236e-02, eta: 12:50:21, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.5398, top5_acc: 0.7645, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.7604 2020-08-03 00:43:22,595 - mmaction - INFO - Epoch [210][200/940] lr: 3.236e-02, eta: 12:49:59, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.5326, top5_acc: 0.7580, loss_cls: 2.0380, loss: 2.0380, grad_norm: 2.7340 2020-08-03 00:43:42,965 - mmaction - INFO - Epoch [210][220/940] lr: 3.236e-02, eta: 12:49:38, time: 1.019, data_time: 0.004, memory: 6199, top1_acc: 0.5252, top5_acc: 0.7537, loss_cls: 2.0759, loss: 2.0759, grad_norm: 2.7970 2020-08-03 00:44:02,669 - mmaction - INFO - Epoch [210][240/940] lr: 3.236e-02, eta: 12:49:17, time: 0.983, data_time: 0.008, memory: 6199, top1_acc: 0.5211, top5_acc: 0.7514, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.7853 2020-08-03 00:44:22,594 - mmaction - INFO - Epoch [210][260/940] lr: 3.236e-02, eta: 12:48:56, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1387, loss: 2.1387, grad_norm: 2.7999 2020-08-03 00:44:42,555 - mmaction - INFO - Epoch [210][280/940] lr: 3.236e-02, eta: 12:48:34, time: 0.995, data_time: 0.009, memory: 6199, top1_acc: 0.5277, top5_acc: 0.7535, loss_cls: 2.0487, loss: 2.0487, grad_norm: 2.7462 2020-08-03 00:45:02,436 - mmaction - INFO - Epoch [210][300/940] lr: 3.236e-02, eta: 12:48:13, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5408, top5_acc: 0.7641, loss_cls: 1.9888, loss: 1.9888, grad_norm: 2.7368 2020-08-03 00:45:22,903 - mmaction - INFO - Epoch [210][320/940] lr: 3.236e-02, eta: 12:47:52, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.5326, top5_acc: 0.7516, loss_cls: 2.0613, loss: 2.0613, grad_norm: 2.7550 2020-08-03 00:45:42,980 - mmaction - INFO - Epoch [210][340/940] lr: 3.236e-02, eta: 12:47:31, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.5404, top5_acc: 0.7641, loss_cls: 1.9928, loss: 1.9928, grad_norm: 2.7401 2020-08-03 00:46:03,272 - mmaction - INFO - Epoch [210][360/940] lr: 3.236e-02, eta: 12:47:10, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5242, top5_acc: 0.7564, loss_cls: 2.0450, loss: 2.0450, grad_norm: 2.7735 2020-08-03 00:46:23,828 - mmaction - INFO - Epoch [210][380/940] lr: 3.236e-02, eta: 12:46:48, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.5359, top5_acc: 0.7668, loss_cls: 2.0208, loss: 2.0208, grad_norm: 2.7932 2020-08-03 00:46:43,577 - mmaction - INFO - Epoch [210][400/940] lr: 3.236e-02, eta: 12:46:27, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.5219, top5_acc: 0.7518, loss_cls: 2.0793, loss: 2.0793, grad_norm: 2.7581 2020-08-03 00:47:03,645 - mmaction - INFO - Epoch [210][420/940] lr: 3.236e-02, eta: 12:46:06, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5281, top5_acc: 0.7477, loss_cls: 2.0708, loss: 2.0708, grad_norm: 2.8078 2020-08-03 00:47:23,589 - mmaction - INFO - Epoch [210][440/940] lr: 3.236e-02, eta: 12:45:45, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7635, loss_cls: 2.0071, loss: 2.0071, grad_norm: 2.7829 2020-08-03 00:47:43,474 - mmaction - INFO - Epoch [210][460/940] lr: 3.236e-02, eta: 12:45:23, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5475, top5_acc: 0.7670, loss_cls: 1.9607, loss: 1.9607, grad_norm: 2.7399 2020-08-03 00:48:03,346 - mmaction - INFO - Epoch [210][480/940] lr: 3.236e-02, eta: 12:45:02, time: 0.991, data_time: 0.009, memory: 6199, top1_acc: 0.5252, top5_acc: 0.7498, loss_cls: 2.0805, loss: 2.0805, grad_norm: 2.8040 2020-08-03 00:48:23,288 - mmaction - INFO - Epoch [210][500/940] lr: 3.236e-02, eta: 12:44:41, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5207, top5_acc: 0.7578, loss_cls: 2.0397, loss: 2.0397, grad_norm: 2.7275 2020-08-03 00:48:43,064 - mmaction - INFO - Epoch [210][520/940] lr: 3.236e-02, eta: 12:44:20, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.5232, top5_acc: 0.7498, loss_cls: 2.0709, loss: 2.0709, grad_norm: 2.7916 2020-08-03 00:49:03,134 - mmaction - INFO - Epoch [210][540/940] lr: 3.236e-02, eta: 12:43:58, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5336, top5_acc: 0.7656, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.7502 2020-08-03 00:49:23,653 - mmaction - INFO - Epoch [210][560/940] lr: 3.236e-02, eta: 12:43:37, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.5205, top5_acc: 0.7537, loss_cls: 2.0467, loss: 2.0467, grad_norm: 2.8150 2020-08-03 00:49:43,579 - mmaction - INFO - Epoch [210][580/940] lr: 3.236e-02, eta: 12:43:16, time: 0.997, data_time: 0.010, memory: 6199, top1_acc: 0.5365, top5_acc: 0.7566, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.7725 2020-08-03 00:50:03,762 - mmaction - INFO - Epoch [210][600/940] lr: 3.236e-02, eta: 12:42:55, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5324, top5_acc: 0.7564, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.7712 2020-08-03 00:50:23,900 - mmaction - INFO - Epoch [210][620/940] lr: 3.236e-02, eta: 12:42:34, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.5201, top5_acc: 0.7402, loss_cls: 2.1059, loss: 2.1059, grad_norm: 2.7865 2020-08-03 00:50:43,931 - mmaction - INFO - Epoch [210][640/940] lr: 3.236e-02, eta: 12:42:12, time: 1.003, data_time: 0.010, memory: 6199, top1_acc: 0.5303, top5_acc: 0.7502, loss_cls: 2.0433, loss: 2.0433, grad_norm: 2.7367 2020-08-03 00:51:03,604 - mmaction - INFO - Epoch [210][660/940] lr: 3.236e-02, eta: 12:41:51, time: 0.987, data_time: 0.005, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7611, loss_cls: 2.0112, loss: 2.0112, grad_norm: 2.7642 2020-08-03 00:51:23,536 - mmaction - INFO - Epoch [210][680/940] lr: 3.236e-02, eta: 12:41:30, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.5252, top5_acc: 0.7459, loss_cls: 2.0950, loss: 2.0950, grad_norm: 2.8063 2020-08-03 00:51:43,939 - mmaction - INFO - Epoch [210][700/940] lr: 3.236e-02, eta: 12:41:09, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.5174, top5_acc: 0.7469, loss_cls: 2.1089, loss: 2.1089, grad_norm: 2.8101 2020-08-03 00:52:04,442 - mmaction - INFO - Epoch [210][720/940] lr: 3.236e-02, eta: 12:40:48, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0456, loss: 2.0456, grad_norm: 2.7712 2020-08-03 00:52:24,231 - mmaction - INFO - Epoch [210][740/940] lr: 3.236e-02, eta: 12:40:26, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.5307, top5_acc: 0.7520, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.7840 2020-08-03 00:52:44,386 - mmaction - INFO - Epoch [210][760/940] lr: 3.236e-02, eta: 12:40:05, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.5373, top5_acc: 0.7457, loss_cls: 2.0771, loss: 2.0771, grad_norm: 2.7908 2020-08-03 00:53:04,452 - mmaction - INFO - Epoch [210][780/940] lr: 3.236e-02, eta: 12:39:44, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7482, loss_cls: 2.0652, loss: 2.0652, grad_norm: 2.7559 2020-08-03 00:53:24,324 - mmaction - INFO - Epoch [210][800/940] lr: 3.236e-02, eta: 12:39:23, time: 0.990, data_time: 0.006, memory: 6199, top1_acc: 0.5225, top5_acc: 0.7557, loss_cls: 2.0602, loss: 2.0602, grad_norm: 2.7819 2020-08-03 00:53:45,214 - mmaction - INFO - Epoch [210][820/940] lr: 3.236e-02, eta: 12:39:02, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.5246, top5_acc: 0.7518, loss_cls: 2.0744, loss: 2.0744, grad_norm: 2.8272 2020-08-03 00:54:05,057 - mmaction - INFO - Epoch [210][840/940] lr: 3.236e-02, eta: 12:38:40, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.5193, top5_acc: 0.7568, loss_cls: 2.0842, loss: 2.0842, grad_norm: 2.7695 2020-08-03 00:54:25,080 - mmaction - INFO - Epoch [210][860/940] lr: 3.236e-02, eta: 12:38:19, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.5229, top5_acc: 0.7535, loss_cls: 2.0714, loss: 2.0714, grad_norm: 2.7917 2020-08-03 00:54:45,268 - mmaction - INFO - Epoch [210][880/940] lr: 3.236e-02, eta: 12:37:58, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.5107, top5_acc: 0.7494, loss_cls: 2.1042, loss: 2.1042, grad_norm: 2.8152 2020-08-03 00:55:05,266 - mmaction - INFO - Epoch [210][900/940] lr: 3.236e-02, eta: 12:37:37, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.5396, top5_acc: 0.7678, loss_cls: 1.9743, loss: 1.9743, grad_norm: 2.7286 2020-08-03 00:55:25,163 - mmaction - INFO - Epoch [210][920/940] lr: 3.236e-02, eta: 12:37:16, time: 0.993, data_time: 0.002, memory: 6199, top1_acc: 0.5332, top5_acc: 0.7578, loss_cls: 2.0319, loss: 2.0319, grad_norm: 2.8298 2020-08-03 00:55:44,441 - mmaction - INFO - Epoch [210][940/940] lr: 3.236e-02, eta: 12:36:54, time: 0.965, data_time: 0.009, memory: 6199, top1_acc: 0.5118, top5_acc: 0.7407, loss_cls: 2.1486, loss: 2.1486, grad_norm: 2.8832 2020-08-03 00:56:15,118 - mmaction - INFO - Epoch [211][20/940] lr: 3.103e-02, eta: 12:36:35, time: 1.512, data_time: 0.524, memory: 6199, top1_acc: 0.5406, top5_acc: 0.7637, loss_cls: 1.9866, loss: 1.9866, grad_norm: 2.7864 2020-08-03 00:56:35,636 - mmaction - INFO - Epoch [211][40/940] lr: 3.103e-02, eta: 12:36:14, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.5348, top5_acc: 0.7580, loss_cls: 2.0137, loss: 2.0137, grad_norm: 2.8099 2020-08-03 00:56:55,345 - mmaction - INFO - Epoch [211][60/940] lr: 3.103e-02, eta: 12:35:53, time: 0.986, data_time: 0.004, memory: 6199, top1_acc: 0.5389, top5_acc: 0.7625, loss_cls: 1.9948, loss: 1.9948, grad_norm: 2.8047 2020-08-03 00:57:16,553 - mmaction - INFO - Epoch [211][80/940] lr: 3.103e-02, eta: 12:35:32, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.5332, top5_acc: 0.7613, loss_cls: 2.0260, loss: 2.0260, grad_norm: 2.8217 2020-08-03 00:57:37,893 - mmaction - INFO - Epoch [211][100/940] lr: 3.103e-02, eta: 12:35:11, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.5283, top5_acc: 0.7656, loss_cls: 2.0291, loss: 2.0291, grad_norm: 2.8543 2020-08-03 00:57:57,780 - mmaction - INFO - Epoch [211][120/940] lr: 3.103e-02, eta: 12:34:50, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.5424, top5_acc: 0.7678, loss_cls: 1.9825, loss: 1.9825, grad_norm: 2.8293 2020-08-03 00:58:18,773 - mmaction - INFO - Epoch [211][140/940] lr: 3.103e-02, eta: 12:34:29, time: 1.048, data_time: 0.002, memory: 6199, top1_acc: 0.5396, top5_acc: 0.7662, loss_cls: 1.9776, loss: 1.9776, grad_norm: 2.7836 2020-08-03 00:58:39,038 - mmaction - INFO - Epoch [211][160/940] lr: 3.103e-02, eta: 12:34:07, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.5369, top5_acc: 0.7590, loss_cls: 2.0324, loss: 2.0324, grad_norm: 2.8225 2020-08-03 00:59:00,653 - mmaction - INFO - Epoch [211][180/940] lr: 3.103e-02, eta: 12:33:47, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.5492, top5_acc: 0.7635, loss_cls: 1.9938, loss: 1.9938, grad_norm: 2.7368 2020-08-03 00:59:20,300 - mmaction - INFO - Epoch [211][200/940] lr: 3.103e-02, eta: 12:33:25, time: 0.981, data_time: 0.006, memory: 6199, top1_acc: 0.5346, top5_acc: 0.7582, loss_cls: 2.0136, loss: 2.0136, grad_norm: 2.7861 2020-08-03 00:59:40,486 - mmaction - INFO - Epoch [211][220/940] lr: 3.103e-02, eta: 12:33:04, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5346, top5_acc: 0.7619, loss_cls: 2.0248, loss: 2.0248, grad_norm: 2.7660 2020-08-03 01:00:00,612 - mmaction - INFO - Epoch [211][240/940] lr: 3.103e-02, eta: 12:32:43, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.5352, top5_acc: 0.7516, loss_cls: 2.0478, loss: 2.0478, grad_norm: 2.8223 2020-08-03 01:00:25,207 - mmaction - INFO - Epoch [211][260/940] lr: 3.103e-02, eta: 12:32:23, time: 1.224, data_time: 0.007, memory: 6199, top1_acc: 0.5314, top5_acc: 0.7498, loss_cls: 2.0564, loss: 2.0564, grad_norm: 2.8158 2020-08-03 01:00:46,037 - mmaction - INFO - Epoch [211][280/940] lr: 3.103e-02, eta: 12:32:02, time: 1.052, data_time: 0.022, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7545, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.8374 2020-08-03 01:01:06,111 - mmaction - INFO - Epoch [211][300/940] lr: 3.103e-02, eta: 12:31:40, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.5367, top5_acc: 0.7660, loss_cls: 2.0101, loss: 2.0101, grad_norm: 2.8458 2020-08-03 01:01:26,114 - mmaction - INFO - Epoch [211][320/940] lr: 3.103e-02, eta: 12:31:19, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.5318, top5_acc: 0.7602, loss_cls: 2.0053, loss: 2.0053, grad_norm: 2.7950 2020-08-03 01:01:45,843 - mmaction - INFO - Epoch [211][340/940] lr: 3.103e-02, eta: 12:30:58, time: 0.985, data_time: 0.008, memory: 6199, top1_acc: 0.5437, top5_acc: 0.7684, loss_cls: 1.9692, loss: 1.9692, grad_norm: 2.7635 2020-08-03 01:02:05,956 - mmaction - INFO - Epoch [211][360/940] lr: 3.103e-02, eta: 12:30:37, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5348, top5_acc: 0.7568, loss_cls: 2.0400, loss: 2.0400, grad_norm: 2.8024 2020-08-03 01:02:25,979 - mmaction - INFO - Epoch [211][380/940] lr: 3.103e-02, eta: 12:30:16, time: 1.002, data_time: 0.010, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7559, loss_cls: 2.0289, loss: 2.0289, grad_norm: 2.8512 2020-08-03 01:02:45,936 - mmaction - INFO - Epoch [211][400/940] lr: 3.103e-02, eta: 12:29:54, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5365, top5_acc: 0.7586, loss_cls: 2.0343, loss: 2.0343, grad_norm: 2.7842 2020-08-03 01:03:06,253 - mmaction - INFO - Epoch [211][420/940] lr: 3.103e-02, eta: 12:29:33, time: 1.017, data_time: 0.003, memory: 6199, top1_acc: 0.5273, top5_acc: 0.7584, loss_cls: 2.0523, loss: 2.0523, grad_norm: 2.8364 2020-08-03 01:03:26,653 - mmaction - INFO - Epoch [211][440/940] lr: 3.103e-02, eta: 12:29:12, time: 1.014, data_time: 0.005, memory: 6199, top1_acc: 0.5381, top5_acc: 0.7686, loss_cls: 1.9790, loss: 1.9790, grad_norm: 2.7819 2020-08-03 01:03:46,702 - mmaction - INFO - Epoch [211][460/940] lr: 3.103e-02, eta: 12:28:51, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.5268, top5_acc: 0.7592, loss_cls: 2.0142, loss: 2.0142, grad_norm: 2.8028 2020-08-03 01:04:06,817 - mmaction - INFO - Epoch [211][480/940] lr: 3.103e-02, eta: 12:28:30, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5373, top5_acc: 0.7684, loss_cls: 1.9942, loss: 1.9942, grad_norm: 2.7915 2020-08-03 01:04:27,083 - mmaction - INFO - Epoch [211][500/940] lr: 3.103e-02, eta: 12:28:08, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5402, top5_acc: 0.7672, loss_cls: 1.9909, loss: 1.9909, grad_norm: 2.7665 2020-08-03 01:04:47,079 - mmaction - INFO - Epoch [211][520/940] lr: 3.103e-02, eta: 12:27:47, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5371, top5_acc: 0.7562, loss_cls: 2.0488, loss: 2.0488, grad_norm: 2.8076 2020-08-03 01:05:06,967 - mmaction - INFO - Epoch [211][540/940] lr: 3.103e-02, eta: 12:27:26, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.5283, top5_acc: 0.7498, loss_cls: 2.0544, loss: 2.0544, grad_norm: 2.7882 2020-08-03 01:05:27,191 - mmaction - INFO - Epoch [211][560/940] lr: 3.103e-02, eta: 12:27:05, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.5281, top5_acc: 0.7605, loss_cls: 2.0466, loss: 2.0466, grad_norm: 2.7863 2020-08-03 01:05:47,440 - mmaction - INFO - Epoch [211][580/940] lr: 3.103e-02, eta: 12:26:44, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5291, top5_acc: 0.7502, loss_cls: 2.0650, loss: 2.0650, grad_norm: 2.7989 2020-08-03 01:06:07,483 - mmaction - INFO - Epoch [211][600/940] lr: 3.103e-02, eta: 12:26:22, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.5293, top5_acc: 0.7520, loss_cls: 2.0447, loss: 2.0447, grad_norm: 2.8643 2020-08-03 01:06:27,517 - mmaction - INFO - Epoch [211][620/940] lr: 3.103e-02, eta: 12:26:01, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.5350, top5_acc: 0.7557, loss_cls: 2.0139, loss: 2.0139, grad_norm: 2.8432 2020-08-03 01:06:47,316 - mmaction - INFO - Epoch [211][640/940] lr: 3.103e-02, eta: 12:25:40, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.5221, top5_acc: 0.7549, loss_cls: 2.0632, loss: 2.0632, grad_norm: 2.7926 2020-08-03 01:07:07,635 - mmaction - INFO - Epoch [211][660/940] lr: 3.103e-02, eta: 12:25:19, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5275, top5_acc: 0.7604, loss_cls: 2.0132, loss: 2.0132, grad_norm: 2.7229 2020-08-03 01:07:27,615 - mmaction - INFO - Epoch [211][680/940] lr: 3.103e-02, eta: 12:24:58, time: 1.003, data_time: 0.010, memory: 6199, top1_acc: 0.5254, top5_acc: 0.7559, loss_cls: 2.0509, loss: 2.0509, grad_norm: 2.8158 2020-08-03 01:07:47,780 - mmaction - INFO - Epoch [211][700/940] lr: 3.103e-02, eta: 12:24:36, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.5291, top5_acc: 0.7627, loss_cls: 2.0116, loss: 2.0116, grad_norm: 2.8006 2020-08-03 01:08:08,495 - mmaction - INFO - Epoch [211][720/940] lr: 3.103e-02, eta: 12:24:15, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5354, top5_acc: 0.7609, loss_cls: 2.0243, loss: 2.0243, grad_norm: 2.8137 2020-08-03 01:08:29,406 - mmaction - INFO - Epoch [211][740/940] lr: 3.103e-02, eta: 12:23:54, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.5316, top5_acc: 0.7588, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.8281 2020-08-03 01:08:49,321 - mmaction - INFO - Epoch [211][760/940] lr: 3.103e-02, eta: 12:23:33, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.5260, top5_acc: 0.7570, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.8054 2020-08-03 01:09:10,699 - mmaction - INFO - Epoch [211][780/940] lr: 3.103e-02, eta: 12:23:12, time: 1.068, data_time: 0.004, memory: 6199, top1_acc: 0.5299, top5_acc: 0.7510, loss_cls: 2.0425, loss: 2.0425, grad_norm: 2.8077 2020-08-03 01:09:31,327 - mmaction - INFO - Epoch [211][800/940] lr: 3.103e-02, eta: 12:22:51, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.5289, top5_acc: 0.7598, loss_cls: 2.0371, loss: 2.0371, grad_norm: 2.7691 2020-08-03 01:09:51,206 - mmaction - INFO - Epoch [211][820/940] lr: 3.103e-02, eta: 12:22:30, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5420, top5_acc: 0.7559, loss_cls: 2.0328, loss: 2.0328, grad_norm: 2.7740 2020-08-03 01:10:11,996 - mmaction - INFO - Epoch [211][840/940] lr: 3.103e-02, eta: 12:22:09, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5283, top5_acc: 0.7561, loss_cls: 2.0310, loss: 2.0310, grad_norm: 2.8084 2020-08-03 01:10:32,162 - mmaction - INFO - Epoch [211][860/940] lr: 3.103e-02, eta: 12:21:48, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5275, top5_acc: 0.7500, loss_cls: 2.0805, loss: 2.0805, grad_norm: 2.8339 2020-08-03 01:10:53,299 - mmaction - INFO - Epoch [211][880/940] lr: 3.103e-02, eta: 12:21:27, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.5346, top5_acc: 0.7545, loss_cls: 2.0432, loss: 2.0432, grad_norm: 2.8359 2020-08-03 01:11:13,847 - mmaction - INFO - Epoch [211][900/940] lr: 3.103e-02, eta: 12:21:05, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.5309, top5_acc: 0.7586, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.8588 2020-08-03 01:11:34,757 - mmaction - INFO - Epoch [211][920/940] lr: 3.103e-02, eta: 12:20:44, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.5275, top5_acc: 0.7541, loss_cls: 2.0678, loss: 2.0678, grad_norm: 2.8670 2020-08-03 01:11:53,721 - mmaction - INFO - Epoch [211][940/940] lr: 3.103e-02, eta: 12:20:23, time: 0.947, data_time: 0.008, memory: 6199, top1_acc: 0.5284, top5_acc: 0.7482, loss_cls: 2.0693, loss: 2.0693, grad_norm: 2.8857 2020-08-03 01:12:26,823 - mmaction - INFO - Epoch [212][20/940] lr: 2.973e-02, eta: 12:20:04, time: 1.617, data_time: 0.571, memory: 6199, top1_acc: 0.5512, top5_acc: 0.7740, loss_cls: 1.9658, loss: 1.9658, grad_norm: 2.7892 2020-08-03 01:12:46,610 - mmaction - INFO - Epoch [212][40/940] lr: 2.973e-02, eta: 12:19:43, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.5518, top5_acc: 0.7715, loss_cls: 1.9548, loss: 1.9548, grad_norm: 2.8292 2020-08-03 01:13:06,581 - mmaction - INFO - Epoch [212][60/940] lr: 2.973e-02, eta: 12:19:22, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5398, top5_acc: 0.7650, loss_cls: 1.9985, loss: 1.9985, grad_norm: 2.8214 2020-08-03 01:13:26,577 - mmaction - INFO - Epoch [212][80/940] lr: 2.973e-02, eta: 12:19:01, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5375, top5_acc: 0.7600, loss_cls: 2.0326, loss: 2.0326, grad_norm: 2.8114 2020-08-03 01:13:46,673 - mmaction - INFO - Epoch [212][100/940] lr: 2.973e-02, eta: 12:18:39, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5357, top5_acc: 0.7621, loss_cls: 2.0148, loss: 2.0148, grad_norm: 2.8199 2020-08-03 01:14:06,985 - mmaction - INFO - Epoch [212][120/940] lr: 2.973e-02, eta: 12:18:18, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.5355, top5_acc: 0.7580, loss_cls: 2.0086, loss: 2.0086, grad_norm: 2.8349 2020-08-03 01:14:27,004 - mmaction - INFO - Epoch [212][140/940] lr: 2.973e-02, eta: 12:17:57, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7674, loss_cls: 1.9935, loss: 1.9935, grad_norm: 2.8492 2020-08-03 01:14:46,958 - mmaction - INFO - Epoch [212][160/940] lr: 2.973e-02, eta: 12:17:36, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5352, top5_acc: 0.7635, loss_cls: 1.9939, loss: 1.9939, grad_norm: 2.8388 2020-08-03 01:15:07,460 - mmaction - INFO - Epoch [212][180/940] lr: 2.973e-02, eta: 12:17:15, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.5355, top5_acc: 0.7605, loss_cls: 2.0209, loss: 2.0209, grad_norm: 2.8424 2020-08-03 01:15:27,220 - mmaction - INFO - Epoch [212][200/940] lr: 2.973e-02, eta: 12:16:54, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.5443, top5_acc: 0.7619, loss_cls: 1.9842, loss: 1.9842, grad_norm: 2.7906 2020-08-03 01:15:47,368 - mmaction - INFO - Epoch [212][220/940] lr: 2.973e-02, eta: 12:16:32, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.5213, top5_acc: 0.7570, loss_cls: 2.0484, loss: 2.0484, grad_norm: 2.9123 2020-08-03 01:16:07,879 - mmaction - INFO - Epoch [212][240/940] lr: 2.973e-02, eta: 12:16:11, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.5359, top5_acc: 0.7568, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.7958 2020-08-03 01:16:28,638 - mmaction - INFO - Epoch [212][260/940] lr: 2.973e-02, eta: 12:15:50, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.5395, top5_acc: 0.7629, loss_cls: 2.0033, loss: 2.0033, grad_norm: 2.8316 2020-08-03 01:16:49,292 - mmaction - INFO - Epoch [212][280/940] lr: 2.973e-02, eta: 12:15:29, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.5285, top5_acc: 0.7643, loss_cls: 2.0274, loss: 2.0274, grad_norm: 2.8811 2020-08-03 01:17:10,103 - mmaction - INFO - Epoch [212][300/940] lr: 2.973e-02, eta: 12:15:08, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.5445, top5_acc: 0.7729, loss_cls: 1.9613, loss: 1.9613, grad_norm: 2.8479 2020-08-03 01:17:30,468 - mmaction - INFO - Epoch [212][320/940] lr: 2.973e-02, eta: 12:14:47, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.5291, top5_acc: 0.7570, loss_cls: 2.0253, loss: 2.0253, grad_norm: 2.8328 2020-08-03 01:17:51,175 - mmaction - INFO - Epoch [212][340/940] lr: 2.973e-02, eta: 12:14:26, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.5340, top5_acc: 0.7533, loss_cls: 2.0351, loss: 2.0351, grad_norm: 2.8731 2020-08-03 01:18:11,820 - mmaction - INFO - Epoch [212][360/940] lr: 2.973e-02, eta: 12:14:05, time: 1.030, data_time: 0.003, memory: 6199, top1_acc: 0.5186, top5_acc: 0.7527, loss_cls: 2.0873, loss: 2.0873, grad_norm: 2.8408 2020-08-03 01:18:31,712 - mmaction - INFO - Epoch [212][380/940] lr: 2.973e-02, eta: 12:13:44, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.5381, top5_acc: 0.7559, loss_cls: 2.0262, loss: 2.0262, grad_norm: 2.7868 2020-08-03 01:18:51,579 - mmaction - INFO - Epoch [212][400/940] lr: 2.973e-02, eta: 12:13:22, time: 0.994, data_time: 0.004, memory: 6199, top1_acc: 0.5402, top5_acc: 0.7629, loss_cls: 1.9961, loss: 1.9961, grad_norm: 2.8441 2020-08-03 01:19:12,132 - mmaction - INFO - Epoch [212][420/940] lr: 2.973e-02, eta: 12:13:01, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.5305, top5_acc: 0.7471, loss_cls: 2.0502, loss: 2.0502, grad_norm: 2.8228 2020-08-03 01:19:32,044 - mmaction - INFO - Epoch [212][440/940] lr: 2.973e-02, eta: 12:12:40, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 1.9929, loss: 1.9929, grad_norm: 2.8205 2020-08-03 01:19:52,265 - mmaction - INFO - Epoch [212][460/940] lr: 2.973e-02, eta: 12:12:19, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5457, top5_acc: 0.7691, loss_cls: 1.9639, loss: 1.9639, grad_norm: 2.8309 2020-08-03 01:20:12,593 - mmaction - INFO - Epoch [212][480/940] lr: 2.973e-02, eta: 12:11:58, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5363, top5_acc: 0.7543, loss_cls: 2.0164, loss: 2.0164, grad_norm: 2.8337 2020-08-03 01:20:32,885 - mmaction - INFO - Epoch [212][500/940] lr: 2.973e-02, eta: 12:11:36, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.5326, top5_acc: 0.7652, loss_cls: 2.0115, loss: 2.0115, grad_norm: 2.8098 2020-08-03 01:20:53,379 - mmaction - INFO - Epoch [212][520/940] lr: 2.973e-02, eta: 12:11:15, time: 1.025, data_time: 0.009, memory: 6199, top1_acc: 0.5305, top5_acc: 0.7551, loss_cls: 2.0366, loss: 2.0366, grad_norm: 2.8046 2020-08-03 01:21:13,692 - mmaction - INFO - Epoch [212][540/940] lr: 2.973e-02, eta: 12:10:54, time: 1.017, data_time: 0.003, memory: 6199, top1_acc: 0.5340, top5_acc: 0.7527, loss_cls: 2.0518, loss: 2.0518, grad_norm: 2.8275 2020-08-03 01:21:33,937 - mmaction - INFO - Epoch [212][560/940] lr: 2.973e-02, eta: 12:10:33, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.5324, top5_acc: 0.7467, loss_cls: 2.0648, loss: 2.0648, grad_norm: 2.8019 2020-08-03 01:21:54,207 - mmaction - INFO - Epoch [212][580/940] lr: 2.973e-02, eta: 12:10:12, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.5232, top5_acc: 0.7564, loss_cls: 2.0457, loss: 2.0457, grad_norm: 2.8867 2020-08-03 01:22:14,789 - mmaction - INFO - Epoch [212][600/940] lr: 2.973e-02, eta: 12:09:51, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.5359, top5_acc: 0.7676, loss_cls: 2.0135, loss: 2.0135, grad_norm: 2.8299 2020-08-03 01:22:35,360 - mmaction - INFO - Epoch [212][620/940] lr: 2.973e-02, eta: 12:09:30, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.5336, top5_acc: 0.7510, loss_cls: 2.0495, loss: 2.0495, grad_norm: 2.8703 2020-08-03 01:22:55,696 - mmaction - INFO - Epoch [212][640/940] lr: 2.973e-02, eta: 12:09:09, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5225, top5_acc: 0.7525, loss_cls: 2.0516, loss: 2.0516, grad_norm: 2.9121 2020-08-03 01:23:16,031 - mmaction - INFO - Epoch [212][660/940] lr: 2.973e-02, eta: 12:08:47, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5291, top5_acc: 0.7604, loss_cls: 2.0333, loss: 2.0333, grad_norm: 2.8714 2020-08-03 01:23:36,372 - mmaction - INFO - Epoch [212][680/940] lr: 2.973e-02, eta: 12:08:26, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.5252, top5_acc: 0.7594, loss_cls: 2.0403, loss: 2.0403, grad_norm: 2.8453 2020-08-03 01:23:56,818 - mmaction - INFO - Epoch [212][700/940] lr: 2.973e-02, eta: 12:08:05, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5301, top5_acc: 0.7570, loss_cls: 2.0492, loss: 2.0492, grad_norm: 2.8733 2020-08-03 01:24:17,172 - mmaction - INFO - Epoch [212][720/940] lr: 2.973e-02, eta: 12:07:44, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.5279, top5_acc: 0.7557, loss_cls: 2.0479, loss: 2.0479, grad_norm: 2.8206 2020-08-03 01:24:37,397 - mmaction - INFO - Epoch [212][740/940] lr: 2.973e-02, eta: 12:07:23, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.5240, top5_acc: 0.7455, loss_cls: 2.0760, loss: 2.0760, grad_norm: 2.8246 2020-08-03 01:24:57,804 - mmaction - INFO - Epoch [212][760/940] lr: 2.973e-02, eta: 12:07:02, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.5402, top5_acc: 0.7666, loss_cls: 1.9687, loss: 1.9687, grad_norm: 2.7830 2020-08-03 01:25:18,353 - mmaction - INFO - Epoch [212][780/940] lr: 2.973e-02, eta: 12:06:41, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.5320, top5_acc: 0.7553, loss_cls: 2.0308, loss: 2.0308, grad_norm: 2.8462 2020-08-03 01:25:38,866 - mmaction - INFO - Epoch [212][800/940] lr: 2.973e-02, eta: 12:06:20, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.5443, top5_acc: 0.7650, loss_cls: 1.9803, loss: 1.9803, grad_norm: 2.8821 2020-08-03 01:25:59,102 - mmaction - INFO - Epoch [212][820/940] lr: 2.973e-02, eta: 12:05:58, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.5273, top5_acc: 0.7607, loss_cls: 2.0072, loss: 2.0072, grad_norm: 2.8762 2020-08-03 01:26:19,469 - mmaction - INFO - Epoch [212][840/940] lr: 2.973e-02, eta: 12:05:37, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5436, top5_acc: 0.7615, loss_cls: 1.9884, loss: 1.9884, grad_norm: 2.8342 2020-08-03 01:26:39,913 - mmaction - INFO - Epoch [212][860/940] lr: 2.973e-02, eta: 12:05:16, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7674, loss_cls: 1.9763, loss: 1.9763, grad_norm: 2.8585 2020-08-03 01:27:00,223 - mmaction - INFO - Epoch [212][880/940] lr: 2.973e-02, eta: 12:04:55, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.5354, top5_acc: 0.7590, loss_cls: 2.0200, loss: 2.0200, grad_norm: 2.8878 2020-08-03 01:27:20,608 - mmaction - INFO - Epoch [212][900/940] lr: 2.973e-02, eta: 12:04:34, time: 1.020, data_time: 0.003, memory: 6199, top1_acc: 0.5383, top5_acc: 0.7535, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.8069 2020-08-03 01:27:41,127 - mmaction - INFO - Epoch [212][920/940] lr: 2.973e-02, eta: 12:04:13, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.5396, top5_acc: 0.7598, loss_cls: 2.0173, loss: 2.0173, grad_norm: 2.8579 2020-08-03 01:28:00,337 - mmaction - INFO - Epoch [212][940/940] lr: 2.973e-02, eta: 12:03:51, time: 0.964, data_time: 0.009, memory: 6199, top1_acc: 0.5329, top5_acc: 0.7638, loss_cls: 2.0224, loss: 2.0224, grad_norm: 2.8535 2020-08-03 01:28:00,581 - mmaction - INFO - Saving checkpoint at 212 epochs 2020-08-03 01:28:30,478 - mmaction - INFO - Epoch [213][20/940] lr: 2.845e-02, eta: 12:03:32, time: 1.426, data_time: 0.418, memory: 6199, top1_acc: 0.5441, top5_acc: 0.7676, loss_cls: 1.9629, loss: 1.9629, grad_norm: 2.7893 2020-08-03 01:28:50,112 - mmaction - INFO - Epoch [213][40/940] lr: 2.845e-02, eta: 12:03:11, time: 0.979, data_time: 0.005, memory: 6199, top1_acc: 0.5355, top5_acc: 0.7623, loss_cls: 2.0155, loss: 2.0155, grad_norm: 2.8295 2020-08-03 01:29:09,784 - mmaction - INFO - Epoch [213][60/940] lr: 2.845e-02, eta: 12:02:49, time: 0.986, data_time: 0.007, memory: 6199, top1_acc: 0.5527, top5_acc: 0.7785, loss_cls: 1.9171, loss: 1.9171, grad_norm: 2.7885 2020-08-03 01:29:30,957 - mmaction - INFO - Epoch [213][80/940] lr: 2.845e-02, eta: 12:02:28, time: 1.059, data_time: 0.006, memory: 6199, top1_acc: 0.5371, top5_acc: 0.7611, loss_cls: 2.0177, loss: 2.0177, grad_norm: 2.8791 2020-08-03 01:29:50,982 - mmaction - INFO - Epoch [213][100/940] lr: 2.845e-02, eta: 12:02:07, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.5486, top5_acc: 0.7729, loss_cls: 1.9541, loss: 1.9541, grad_norm: 2.8042 2020-08-03 01:30:11,181 - mmaction - INFO - Epoch [213][120/940] lr: 2.845e-02, eta: 12:01:46, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.5352, top5_acc: 0.7502, loss_cls: 2.0609, loss: 2.0609, grad_norm: 2.9109 2020-08-03 01:30:31,065 - mmaction - INFO - Epoch [213][140/940] lr: 2.845e-02, eta: 12:01:25, time: 0.992, data_time: 0.002, memory: 6199, top1_acc: 0.5471, top5_acc: 0.7691, loss_cls: 1.9656, loss: 1.9656, grad_norm: 2.8647 2020-08-03 01:30:51,116 - mmaction - INFO - Epoch [213][160/940] lr: 2.845e-02, eta: 12:01:04, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.5369, top5_acc: 0.7590, loss_cls: 2.0106, loss: 2.0106, grad_norm: 2.8877 2020-08-03 01:31:11,196 - mmaction - INFO - Epoch [213][180/940] lr: 2.845e-02, eta: 12:00:42, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.5441, top5_acc: 0.7688, loss_cls: 1.9835, loss: 1.9835, grad_norm: 2.8534 2020-08-03 01:31:31,150 - mmaction - INFO - Epoch [213][200/940] lr: 2.845e-02, eta: 12:00:21, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7691, loss_cls: 2.0004, loss: 2.0004, grad_norm: 2.8588 2020-08-03 01:31:51,447 - mmaction - INFO - Epoch [213][220/940] lr: 2.845e-02, eta: 12:00:00, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.5402, top5_acc: 0.7596, loss_cls: 2.0035, loss: 2.0035, grad_norm: 2.8784 2020-08-03 01:32:11,210 - mmaction - INFO - Epoch [213][240/940] lr: 2.845e-02, eta: 11:59:39, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.5520, top5_acc: 0.7719, loss_cls: 1.9550, loss: 1.9550, grad_norm: 2.8175 2020-08-03 01:32:31,249 - mmaction - INFO - Epoch [213][260/940] lr: 2.845e-02, eta: 11:59:18, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5389, top5_acc: 0.7713, loss_cls: 1.9789, loss: 1.9789, grad_norm: 2.8732 2020-08-03 01:32:51,373 - mmaction - INFO - Epoch [213][280/940] lr: 2.845e-02, eta: 11:58:56, time: 1.006, data_time: 0.002, memory: 6199, top1_acc: 0.5357, top5_acc: 0.7689, loss_cls: 1.9983, loss: 1.9983, grad_norm: 2.9206 2020-08-03 01:33:11,169 - mmaction - INFO - Epoch [213][300/940] lr: 2.845e-02, eta: 11:58:35, time: 0.987, data_time: 0.005, memory: 6199, top1_acc: 0.5355, top5_acc: 0.7529, loss_cls: 2.0498, loss: 2.0498, grad_norm: 2.8852 2020-08-03 01:33:32,091 - mmaction - INFO - Epoch [213][320/940] lr: 2.845e-02, eta: 11:58:14, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.5375, top5_acc: 0.7637, loss_cls: 2.0056, loss: 2.0056, grad_norm: 2.8299 2020-08-03 01:33:52,499 - mmaction - INFO - Epoch [213][340/940] lr: 2.845e-02, eta: 11:57:53, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.5363, top5_acc: 0.7578, loss_cls: 1.9998, loss: 1.9998, grad_norm: 2.8809 2020-08-03 01:34:12,569 - mmaction - INFO - Epoch [213][360/940] lr: 2.845e-02, eta: 11:57:32, time: 1.005, data_time: 0.004, memory: 6199, top1_acc: 0.5301, top5_acc: 0.7604, loss_cls: 2.0237, loss: 2.0237, grad_norm: 2.9117 2020-08-03 01:34:32,858 - mmaction - INFO - Epoch [213][380/940] lr: 2.845e-02, eta: 11:57:11, time: 1.015, data_time: 0.010, memory: 6199, top1_acc: 0.5326, top5_acc: 0.7684, loss_cls: 1.9814, loss: 1.9814, grad_norm: 2.8723 2020-08-03 01:34:52,826 - mmaction - INFO - Epoch [213][400/940] lr: 2.845e-02, eta: 11:56:49, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.5346, top5_acc: 0.7566, loss_cls: 2.0179, loss: 2.0179, grad_norm: 2.8628 2020-08-03 01:35:13,110 - mmaction - INFO - Epoch [213][420/940] lr: 2.845e-02, eta: 11:56:28, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.5357, top5_acc: 0.7584, loss_cls: 2.0010, loss: 2.0010, grad_norm: 2.8669 2020-08-03 01:35:33,094 - mmaction - INFO - Epoch [213][440/940] lr: 2.845e-02, eta: 11:56:07, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0102, loss: 2.0102, grad_norm: 2.9014 2020-08-03 01:35:53,285 - mmaction - INFO - Epoch [213][460/940] lr: 2.845e-02, eta: 11:55:46, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.5348, top5_acc: 0.7607, loss_cls: 2.0066, loss: 2.0066, grad_norm: 2.8486 2020-08-03 01:36:13,390 - mmaction - INFO - Epoch [213][480/940] lr: 2.845e-02, eta: 11:55:25, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5422, top5_acc: 0.7623, loss_cls: 1.9833, loss: 1.9833, grad_norm: 2.8502 2020-08-03 01:36:33,437 - mmaction - INFO - Epoch [213][500/940] lr: 2.845e-02, eta: 11:55:04, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7584, loss_cls: 2.0230, loss: 2.0230, grad_norm: 2.8955 2020-08-03 01:36:53,931 - mmaction - INFO - Epoch [213][520/940] lr: 2.845e-02, eta: 11:54:42, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.5463, top5_acc: 0.7693, loss_cls: 1.9462, loss: 1.9462, grad_norm: 2.8142 2020-08-03 01:37:14,384 - mmaction - INFO - Epoch [213][540/940] lr: 2.845e-02, eta: 11:54:21, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.5416, top5_acc: 0.7652, loss_cls: 1.9789, loss: 1.9789, grad_norm: 2.8880 2020-08-03 01:37:34,764 - mmaction - INFO - Epoch [213][560/940] lr: 2.845e-02, eta: 11:54:00, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.5434, top5_acc: 0.7611, loss_cls: 1.9880, loss: 1.9880, grad_norm: 2.9048 2020-08-03 01:37:55,055 - mmaction - INFO - Epoch [213][580/940] lr: 2.845e-02, eta: 11:53:39, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.5422, top5_acc: 0.7627, loss_cls: 1.9867, loss: 1.9867, grad_norm: 2.8396 2020-08-03 01:38:15,544 - mmaction - INFO - Epoch [213][600/940] lr: 2.845e-02, eta: 11:53:18, time: 1.024, data_time: 0.002, memory: 6199, top1_acc: 0.5326, top5_acc: 0.7590, loss_cls: 2.0004, loss: 2.0004, grad_norm: 2.8552 2020-08-03 01:38:35,448 - mmaction - INFO - Epoch [213][620/940] lr: 2.845e-02, eta: 11:52:57, time: 0.995, data_time: 0.004, memory: 6199, top1_acc: 0.5398, top5_acc: 0.7650, loss_cls: 2.0003, loss: 2.0003, grad_norm: 2.8995 2020-08-03 01:38:55,932 - mmaction - INFO - Epoch [213][640/940] lr: 2.845e-02, eta: 11:52:36, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.5256, top5_acc: 0.7523, loss_cls: 2.0535, loss: 2.0535, grad_norm: 2.9568 2020-08-03 01:39:17,332 - mmaction - INFO - Epoch [213][660/940] lr: 2.845e-02, eta: 11:52:15, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.5504, top5_acc: 0.7682, loss_cls: 1.9554, loss: 1.9554, grad_norm: 2.9222 2020-08-03 01:39:38,110 - mmaction - INFO - Epoch [213][680/940] lr: 2.845e-02, eta: 11:51:54, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.5504, top5_acc: 0.7793, loss_cls: 1.9444, loss: 1.9444, grad_norm: 2.8716 2020-08-03 01:39:58,844 - mmaction - INFO - Epoch [213][700/940] lr: 2.845e-02, eta: 11:51:33, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.5480, top5_acc: 0.7697, loss_cls: 1.9421, loss: 1.9421, grad_norm: 2.8773 2020-08-03 01:40:19,492 - mmaction - INFO - Epoch [213][720/940] lr: 2.845e-02, eta: 11:51:12, time: 1.032, data_time: 0.004, memory: 6199, top1_acc: 0.5387, top5_acc: 0.7535, loss_cls: 2.0020, loss: 2.0020, grad_norm: 2.9246 2020-08-03 01:40:39,539 - mmaction - INFO - Epoch [213][740/940] lr: 2.845e-02, eta: 11:50:50, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.5463, top5_acc: 0.7561, loss_cls: 2.0269, loss: 2.0269, grad_norm: 2.8732 2020-08-03 01:40:59,691 - mmaction - INFO - Epoch [213][760/940] lr: 2.845e-02, eta: 11:50:29, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.5275, top5_acc: 0.7504, loss_cls: 2.0760, loss: 2.0760, grad_norm: 2.9465 2020-08-03 01:41:20,771 - mmaction - INFO - Epoch [213][780/940] lr: 2.845e-02, eta: 11:50:08, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.5312, top5_acc: 0.7564, loss_cls: 2.0155, loss: 2.0155, grad_norm: 2.8412 2020-08-03 01:41:41,295 - mmaction - INFO - Epoch [213][800/940] lr: 2.845e-02, eta: 11:49:47, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.5230, top5_acc: 0.7475, loss_cls: 2.0926, loss: 2.0926, grad_norm: 2.9068 2020-08-03 01:42:01,748 - mmaction - INFO - Epoch [213][820/940] lr: 2.845e-02, eta: 11:49:26, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7629, loss_cls: 1.9742, loss: 1.9742, grad_norm: 2.8225 2020-08-03 01:42:22,797 - mmaction - INFO - Epoch [213][840/940] lr: 2.845e-02, eta: 11:49:05, time: 1.054, data_time: 0.010, memory: 6199, top1_acc: 0.5398, top5_acc: 0.7566, loss_cls: 2.0009, loss: 2.0009, grad_norm: 2.8509 2020-08-03 01:42:43,400 - mmaction - INFO - Epoch [213][860/940] lr: 2.845e-02, eta: 11:48:44, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.5475, top5_acc: 0.7660, loss_cls: 1.9878, loss: 1.9878, grad_norm: 2.8404 2020-08-03 01:43:03,574 - mmaction - INFO - Epoch [213][880/940] lr: 2.845e-02, eta: 11:48:23, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5379, top5_acc: 0.7604, loss_cls: 2.0155, loss: 2.0155, grad_norm: 2.8803 2020-08-03 01:43:24,887 - mmaction - INFO - Epoch [213][900/940] lr: 2.845e-02, eta: 11:48:02, time: 1.070, data_time: 0.010, memory: 6199, top1_acc: 0.5287, top5_acc: 0.7562, loss_cls: 2.0387, loss: 2.0387, grad_norm: 2.8970 2020-08-03 01:43:44,784 - mmaction - INFO - Epoch [213][920/940] lr: 2.845e-02, eta: 11:47:41, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0181, loss: 2.0181, grad_norm: 2.9023 2020-08-03 01:44:05,480 - mmaction - INFO - Epoch [213][940/940] lr: 2.845e-02, eta: 11:47:20, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.5264, top5_acc: 0.7496, loss_cls: 2.0806, loss: 2.0806, grad_norm: 2.9864 2020-08-03 01:44:36,136 - mmaction - INFO - Epoch [214][20/940] lr: 2.721e-02, eta: 11:47:00, time: 1.508, data_time: 0.426, memory: 6199, top1_acc: 0.5500, top5_acc: 0.7744, loss_cls: 1.9411, loss: 1.9411, grad_norm: 2.8571 2020-08-03 01:44:56,436 - mmaction - INFO - Epoch [214][40/940] lr: 2.721e-02, eta: 11:46:39, time: 1.017, data_time: 0.010, memory: 6199, top1_acc: 0.5516, top5_acc: 0.7721, loss_cls: 1.9516, loss: 1.9516, grad_norm: 2.8977 2020-08-03 01:45:17,449 - mmaction - INFO - Epoch [214][60/940] lr: 2.721e-02, eta: 11:46:18, time: 1.049, data_time: 0.009, memory: 6199, top1_acc: 0.5379, top5_acc: 0.7562, loss_cls: 2.0059, loss: 2.0059, grad_norm: 2.9560 2020-08-03 01:45:38,627 - mmaction - INFO - Epoch [214][80/940] lr: 2.721e-02, eta: 11:45:57, time: 1.060, data_time: 0.010, memory: 6199, top1_acc: 0.5385, top5_acc: 0.7555, loss_cls: 2.0016, loss: 2.0016, grad_norm: 2.9469 2020-08-03 01:45:58,930 - mmaction - INFO - Epoch [214][100/940] lr: 2.721e-02, eta: 11:45:36, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.5521, top5_acc: 0.7652, loss_cls: 1.9626, loss: 1.9626, grad_norm: 2.8582 2020-08-03 01:46:18,932 - mmaction - INFO - Epoch [214][120/940] lr: 2.721e-02, eta: 11:45:15, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5445, top5_acc: 0.7674, loss_cls: 1.9659, loss: 1.9659, grad_norm: 2.9312 2020-08-03 01:46:39,028 - mmaction - INFO - Epoch [214][140/940] lr: 2.721e-02, eta: 11:44:54, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.5463, top5_acc: 0.7697, loss_cls: 1.9565, loss: 1.9565, grad_norm: 2.8498 2020-08-03 01:46:58,800 - mmaction - INFO - Epoch [214][160/940] lr: 2.721e-02, eta: 11:44:32, time: 0.988, data_time: 0.005, memory: 6199, top1_acc: 0.5539, top5_acc: 0.7652, loss_cls: 1.9590, loss: 1.9590, grad_norm: 2.8555 2020-08-03 01:47:18,774 - mmaction - INFO - Epoch [214][180/940] lr: 2.721e-02, eta: 11:44:11, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5500, top5_acc: 0.7619, loss_cls: 1.9775, loss: 1.9775, grad_norm: 2.9137 2020-08-03 01:47:39,009 - mmaction - INFO - Epoch [214][200/940] lr: 2.721e-02, eta: 11:43:50, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5420, top5_acc: 0.7619, loss_cls: 2.0125, loss: 2.0125, grad_norm: 2.9267 2020-08-03 01:47:59,223 - mmaction - INFO - Epoch [214][220/940] lr: 2.721e-02, eta: 11:43:29, time: 1.015, data_time: 0.010, memory: 6199, top1_acc: 0.5391, top5_acc: 0.7646, loss_cls: 2.0089, loss: 2.0089, grad_norm: 2.9189 2020-08-03 01:48:19,248 - mmaction - INFO - Epoch [214][240/940] lr: 2.721e-02, eta: 11:43:08, time: 1.001, data_time: 0.002, memory: 6199, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0612, loss: 2.0612, grad_norm: 2.9635 2020-08-03 01:48:39,083 - mmaction - INFO - Epoch [214][260/940] lr: 2.721e-02, eta: 11:42:47, time: 0.990, data_time: 0.004, memory: 6199, top1_acc: 0.5377, top5_acc: 0.7582, loss_cls: 2.0305, loss: 2.0305, grad_norm: 2.8987 2020-08-03 01:48:59,247 - mmaction - INFO - Epoch [214][280/940] lr: 2.721e-02, eta: 11:42:25, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.5631, top5_acc: 0.7750, loss_cls: 1.9120, loss: 1.9120, grad_norm: 2.8813 2020-08-03 01:49:18,812 - mmaction - INFO - Epoch [214][300/940] lr: 2.721e-02, eta: 11:42:04, time: 0.980, data_time: 0.006, memory: 6199, top1_acc: 0.5430, top5_acc: 0.7691, loss_cls: 1.9699, loss: 1.9699, grad_norm: 2.9215 2020-08-03 01:49:38,811 - mmaction - INFO - Epoch [214][320/940] lr: 2.721e-02, eta: 11:41:43, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.5592, top5_acc: 0.7766, loss_cls: 1.9112, loss: 1.9112, grad_norm: 2.8436 2020-08-03 01:49:58,917 - mmaction - INFO - Epoch [214][340/940] lr: 2.721e-02, eta: 11:41:22, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.5510, top5_acc: 0.7789, loss_cls: 1.9281, loss: 1.9281, grad_norm: 2.8635 2020-08-03 01:50:19,381 - mmaction - INFO - Epoch [214][360/940] lr: 2.721e-02, eta: 11:41:01, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.5404, top5_acc: 0.7604, loss_cls: 2.0159, loss: 2.0159, grad_norm: 2.9596 2020-08-03 01:50:40,013 - mmaction - INFO - Epoch [214][380/940] lr: 2.721e-02, eta: 11:40:40, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7615, loss_cls: 1.9804, loss: 1.9804, grad_norm: 2.9191 2020-08-03 01:50:59,775 - mmaction - INFO - Epoch [214][400/940] lr: 2.721e-02, eta: 11:40:18, time: 0.988, data_time: 0.005, memory: 6199, top1_acc: 0.5477, top5_acc: 0.7732, loss_cls: 1.9487, loss: 1.9487, grad_norm: 2.8822 2020-08-03 01:51:19,775 - mmaction - INFO - Epoch [214][420/940] lr: 2.721e-02, eta: 11:39:57, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5500, top5_acc: 0.7650, loss_cls: 1.9685, loss: 1.9685, grad_norm: 2.8810 2020-08-03 01:51:40,075 - mmaction - INFO - Epoch [214][440/940] lr: 2.721e-02, eta: 11:39:36, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7635, loss_cls: 2.0172, loss: 2.0172, grad_norm: 2.9229 2020-08-03 01:51:59,974 - mmaction - INFO - Epoch [214][460/940] lr: 2.721e-02, eta: 11:39:15, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.5332, top5_acc: 0.7643, loss_cls: 2.0229, loss: 2.0229, grad_norm: 2.9404 2020-08-03 01:52:19,885 - mmaction - INFO - Epoch [214][480/940] lr: 2.721e-02, eta: 11:38:54, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5437, top5_acc: 0.7701, loss_cls: 1.9537, loss: 1.9537, grad_norm: 2.8919 2020-08-03 01:52:40,254 - mmaction - INFO - Epoch [214][500/940] lr: 2.721e-02, eta: 11:38:32, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.5418, top5_acc: 0.7643, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.9616 2020-08-03 01:53:00,160 - mmaction - INFO - Epoch [214][520/940] lr: 2.721e-02, eta: 11:38:11, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5340, top5_acc: 0.7543, loss_cls: 2.0268, loss: 2.0268, grad_norm: 2.9428 2020-08-03 01:53:20,391 - mmaction - INFO - Epoch [214][540/940] lr: 2.721e-02, eta: 11:37:50, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.5371, top5_acc: 0.7646, loss_cls: 2.0079, loss: 2.0079, grad_norm: 2.8891 2020-08-03 01:53:40,334 - mmaction - INFO - Epoch [214][560/940] lr: 2.721e-02, eta: 11:37:29, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.5418, top5_acc: 0.7688, loss_cls: 1.9758, loss: 1.9758, grad_norm: 2.9455 2020-08-03 01:54:00,472 - mmaction - INFO - Epoch [214][580/940] lr: 2.721e-02, eta: 11:37:08, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.5449, top5_acc: 0.7578, loss_cls: 1.9823, loss: 1.9823, grad_norm: 2.9114 2020-08-03 01:54:20,500 - mmaction - INFO - Epoch [214][600/940] lr: 2.721e-02, eta: 11:36:46, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.5295, top5_acc: 0.7635, loss_cls: 1.9965, loss: 1.9965, grad_norm: 2.9706 2020-08-03 01:54:40,859 - mmaction - INFO - Epoch [214][620/940] lr: 2.721e-02, eta: 11:36:25, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.5398, top5_acc: 0.7572, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.8855 2020-08-03 01:55:01,640 - mmaction - INFO - Epoch [214][640/940] lr: 2.721e-02, eta: 11:36:04, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.5418, top5_acc: 0.7695, loss_cls: 1.9645, loss: 1.9645, grad_norm: 2.9296 2020-08-03 01:55:21,969 - mmaction - INFO - Epoch [214][660/940] lr: 2.721e-02, eta: 11:35:43, time: 1.015, data_time: 0.002, memory: 6199, top1_acc: 0.5514, top5_acc: 0.7719, loss_cls: 1.9687, loss: 1.9687, grad_norm: 2.9308 2020-08-03 01:55:41,599 - mmaction - INFO - Epoch [214][680/940] lr: 2.721e-02, eta: 11:35:22, time: 0.980, data_time: 0.007, memory: 6199, top1_acc: 0.5377, top5_acc: 0.7652, loss_cls: 1.9851, loss: 1.9851, grad_norm: 2.8937 2020-08-03 01:56:02,662 - mmaction - INFO - Epoch [214][700/940] lr: 2.721e-02, eta: 11:35:01, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.5361, top5_acc: 0.7666, loss_cls: 1.9850, loss: 1.9850, grad_norm: 2.9287 2020-08-03 01:56:23,293 - mmaction - INFO - Epoch [214][720/940] lr: 2.721e-02, eta: 11:34:40, time: 1.029, data_time: 0.004, memory: 6199, top1_acc: 0.5453, top5_acc: 0.7629, loss_cls: 1.9702, loss: 1.9702, grad_norm: 2.9223 2020-08-03 01:56:44,121 - mmaction - INFO - Epoch [214][740/940] lr: 2.721e-02, eta: 11:34:19, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.5389, top5_acc: 0.7584, loss_cls: 1.9936, loss: 1.9936, grad_norm: 2.9192 2020-08-03 01:57:03,977 - mmaction - INFO - Epoch [214][760/940] lr: 2.721e-02, eta: 11:33:58, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.5408, top5_acc: 0.7643, loss_cls: 2.0150, loss: 2.0150, grad_norm: 2.9599 2020-08-03 01:57:24,833 - mmaction - INFO - Epoch [214][780/940] lr: 2.721e-02, eta: 11:33:37, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0304, loss: 2.0304, grad_norm: 2.8760 2020-08-03 01:57:45,702 - mmaction - INFO - Epoch [214][800/940] lr: 2.721e-02, eta: 11:33:16, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.5418, top5_acc: 0.7617, loss_cls: 1.9932, loss: 1.9932, grad_norm: 2.8441 2020-08-03 01:58:06,423 - mmaction - INFO - Epoch [214][820/940] lr: 2.721e-02, eta: 11:32:54, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.5365, top5_acc: 0.7613, loss_cls: 2.0176, loss: 2.0176, grad_norm: 2.9439 2020-08-03 01:58:26,460 - mmaction - INFO - Epoch [214][840/940] lr: 2.721e-02, eta: 11:32:33, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5463, top5_acc: 0.7732, loss_cls: 1.9612, loss: 1.9612, grad_norm: 2.9267 2020-08-03 01:58:46,706 - mmaction - INFO - Epoch [214][860/940] lr: 2.721e-02, eta: 11:32:12, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5508, top5_acc: 0.7703, loss_cls: 1.9470, loss: 1.9470, grad_norm: 2.8454 2020-08-03 01:59:06,912 - mmaction - INFO - Epoch [214][880/940] lr: 2.721e-02, eta: 11:31:51, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7664, loss_cls: 1.9700, loss: 1.9700, grad_norm: 2.8924 2020-08-03 01:59:28,673 - mmaction - INFO - Epoch [214][900/940] lr: 2.721e-02, eta: 11:31:30, time: 1.091, data_time: 0.007, memory: 6199, top1_acc: 0.5430, top5_acc: 0.7727, loss_cls: 1.9647, loss: 1.9647, grad_norm: 2.9314 2020-08-03 01:59:50,763 - mmaction - INFO - Epoch [214][920/940] lr: 2.721e-02, eta: 11:31:09, time: 1.104, data_time: 0.005, memory: 6199, top1_acc: 0.5336, top5_acc: 0.7514, loss_cls: 2.0567, loss: 2.0567, grad_norm: 2.9861 2020-08-03 02:00:13,476 - mmaction - INFO - Epoch [214][940/940] lr: 2.721e-02, eta: 11:30:49, time: 1.128, data_time: 0.006, memory: 6199, top1_acc: 0.5450, top5_acc: 0.7660, loss_cls: 1.9881, loss: 1.9881, grad_norm: 2.9096 2020-08-03 02:01:17,163 - mmaction - INFO - Epoch [215][20/940] lr: 2.598e-02, eta: 11:30:36, time: 3.162, data_time: 0.639, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7758, loss_cls: 1.9138, loss: 1.9138, grad_norm: 2.9228 2020-08-03 02:01:36,978 - mmaction - INFO - Epoch [215][40/940] lr: 2.598e-02, eta: 11:30:15, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.5404, top5_acc: 0.7641, loss_cls: 1.9822, loss: 1.9822, grad_norm: 2.9880 2020-08-03 02:01:56,578 - mmaction - INFO - Epoch [215][60/940] lr: 2.598e-02, eta: 11:29:53, time: 0.979, data_time: 0.002, memory: 6199, top1_acc: 0.5604, top5_acc: 0.7682, loss_cls: 1.9400, loss: 1.9400, grad_norm: 2.8939 2020-08-03 02:02:16,129 - mmaction - INFO - Epoch [215][80/940] lr: 2.598e-02, eta: 11:29:32, time: 0.978, data_time: 0.008, memory: 6199, top1_acc: 0.5604, top5_acc: 0.7785, loss_cls: 1.8897, loss: 1.8897, grad_norm: 2.9292 2020-08-03 02:02:35,743 - mmaction - INFO - Epoch [215][100/940] lr: 2.598e-02, eta: 11:29:11, time: 0.977, data_time: 0.009, memory: 6199, top1_acc: 0.5588, top5_acc: 0.7770, loss_cls: 1.9121, loss: 1.9121, grad_norm: 2.9331 2020-08-03 02:02:55,703 - mmaction - INFO - Epoch [215][120/940] lr: 2.598e-02, eta: 11:28:50, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5459, top5_acc: 0.7674, loss_cls: 1.9423, loss: 1.9423, grad_norm: 2.9065 2020-08-03 02:03:15,670 - mmaction - INFO - Epoch [215][140/940] lr: 2.598e-02, eta: 11:28:29, time: 0.999, data_time: 0.010, memory: 6199, top1_acc: 0.5416, top5_acc: 0.7627, loss_cls: 1.9925, loss: 1.9925, grad_norm: 2.9141 2020-08-03 02:03:35,485 - mmaction - INFO - Epoch [215][160/940] lr: 2.598e-02, eta: 11:28:07, time: 0.987, data_time: 0.004, memory: 6199, top1_acc: 0.5432, top5_acc: 0.7650, loss_cls: 1.9800, loss: 1.9800, grad_norm: 2.9075 2020-08-03 02:03:56,395 - mmaction - INFO - Epoch [215][180/940] lr: 2.598e-02, eta: 11:27:46, time: 1.048, data_time: 0.012, memory: 6199, top1_acc: 0.5561, top5_acc: 0.7715, loss_cls: 1.9299, loss: 1.9299, grad_norm: 2.9149 2020-08-03 02:04:16,772 - mmaction - INFO - Epoch [215][200/940] lr: 2.598e-02, eta: 11:27:25, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.5516, top5_acc: 0.7723, loss_cls: 1.9549, loss: 1.9549, grad_norm: 2.9909 2020-08-03 02:04:36,706 - mmaction - INFO - Epoch [215][220/940] lr: 2.598e-02, eta: 11:27:04, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5541, top5_acc: 0.7760, loss_cls: 1.9388, loss: 1.9388, grad_norm: 3.0216 2020-08-03 02:04:57,017 - mmaction - INFO - Epoch [215][240/940] lr: 2.598e-02, eta: 11:26:43, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.5613, top5_acc: 0.7729, loss_cls: 1.9191, loss: 1.9191, grad_norm: 2.8810 2020-08-03 02:05:17,089 - mmaction - INFO - Epoch [215][260/940] lr: 2.598e-02, eta: 11:26:22, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5506, top5_acc: 0.7678, loss_cls: 1.9392, loss: 1.9392, grad_norm: 2.9027 2020-08-03 02:05:36,914 - mmaction - INFO - Epoch [215][280/940] lr: 2.598e-02, eta: 11:26:00, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.5402, top5_acc: 0.7688, loss_cls: 1.9551, loss: 1.9551, grad_norm: 2.9266 2020-08-03 02:05:56,930 - mmaction - INFO - Epoch [215][300/940] lr: 2.598e-02, eta: 11:25:39, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5430, top5_acc: 0.7652, loss_cls: 1.9560, loss: 1.9560, grad_norm: 2.9761 2020-08-03 02:06:16,696 - mmaction - INFO - Epoch [215][320/940] lr: 2.598e-02, eta: 11:25:18, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5387, top5_acc: 0.7584, loss_cls: 1.9974, loss: 1.9974, grad_norm: 2.9950 2020-08-03 02:06:37,074 - mmaction - INFO - Epoch [215][340/940] lr: 2.598e-02, eta: 11:24:57, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7637, loss_cls: 1.9850, loss: 1.9850, grad_norm: 2.9845 2020-08-03 02:06:57,010 - mmaction - INFO - Epoch [215][360/940] lr: 2.598e-02, eta: 11:24:36, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5512, top5_acc: 0.7682, loss_cls: 1.9740, loss: 1.9740, grad_norm: 2.9201 2020-08-03 02:07:17,065 - mmaction - INFO - Epoch [215][380/940] lr: 2.598e-02, eta: 11:24:14, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.5428, top5_acc: 0.7609, loss_cls: 1.9818, loss: 1.9818, grad_norm: 2.9785 2020-08-03 02:07:36,989 - mmaction - INFO - Epoch [215][400/940] lr: 2.598e-02, eta: 11:23:53, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7682, loss_cls: 1.9806, loss: 1.9806, grad_norm: 2.9671 2020-08-03 02:07:56,891 - mmaction - INFO - Epoch [215][420/940] lr: 2.598e-02, eta: 11:23:32, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.5475, top5_acc: 0.7664, loss_cls: 1.9822, loss: 1.9822, grad_norm: 2.9170 2020-08-03 02:08:16,570 - mmaction - INFO - Epoch [215][440/940] lr: 2.598e-02, eta: 11:23:11, time: 0.984, data_time: 0.002, memory: 6199, top1_acc: 0.5496, top5_acc: 0.7828, loss_cls: 1.9135, loss: 1.9135, grad_norm: 2.9653 2020-08-03 02:08:36,527 - mmaction - INFO - Epoch [215][460/940] lr: 2.598e-02, eta: 11:22:50, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9765, loss: 1.9765, grad_norm: 2.9932 2020-08-03 02:08:56,470 - mmaction - INFO - Epoch [215][480/940] lr: 2.598e-02, eta: 11:22:28, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5437, top5_acc: 0.7586, loss_cls: 1.9820, loss: 1.9820, grad_norm: 2.8979 2020-08-03 02:09:16,367 - mmaction - INFO - Epoch [215][500/940] lr: 2.598e-02, eta: 11:22:07, time: 0.991, data_time: 0.004, memory: 6199, top1_acc: 0.5463, top5_acc: 0.7627, loss_cls: 1.9867, loss: 1.9867, grad_norm: 2.8809 2020-08-03 02:09:36,439 - mmaction - INFO - Epoch [215][520/940] lr: 2.598e-02, eta: 11:21:46, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9361, loss: 1.9361, grad_norm: 2.9566 2020-08-03 02:09:57,137 - mmaction - INFO - Epoch [215][540/940] lr: 2.598e-02, eta: 11:21:25, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.5365, top5_acc: 0.7562, loss_cls: 2.0212, loss: 2.0212, grad_norm: 2.9273 2020-08-03 02:10:17,229 - mmaction - INFO - Epoch [215][560/940] lr: 2.598e-02, eta: 11:21:04, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.5330, top5_acc: 0.7650, loss_cls: 1.9865, loss: 1.9865, grad_norm: 2.9771 2020-08-03 02:10:37,459 - mmaction - INFO - Epoch [215][580/940] lr: 2.598e-02, eta: 11:20:43, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.5355, top5_acc: 0.7695, loss_cls: 1.9740, loss: 1.9740, grad_norm: 3.0189 2020-08-03 02:10:57,263 - mmaction - INFO - Epoch [215][600/940] lr: 2.598e-02, eta: 11:20:21, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.5332, top5_acc: 0.7463, loss_cls: 2.0789, loss: 2.0789, grad_norm: 3.0005 2020-08-03 02:11:17,529 - mmaction - INFO - Epoch [215][620/940] lr: 2.598e-02, eta: 11:20:00, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.5447, top5_acc: 0.7613, loss_cls: 1.9693, loss: 1.9693, grad_norm: 2.9279 2020-08-03 02:11:37,723 - mmaction - INFO - Epoch [215][640/940] lr: 2.598e-02, eta: 11:19:39, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5475, top5_acc: 0.7697, loss_cls: 1.9586, loss: 1.9586, grad_norm: 2.9732 2020-08-03 02:11:57,830 - mmaction - INFO - Epoch [215][660/940] lr: 2.598e-02, eta: 11:19:18, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.5432, top5_acc: 0.7604, loss_cls: 1.9878, loss: 1.9878, grad_norm: 2.9822 2020-08-03 02:12:18,105 - mmaction - INFO - Epoch [215][680/940] lr: 2.598e-02, eta: 11:18:57, time: 1.013, data_time: 0.002, memory: 6199, top1_acc: 0.5395, top5_acc: 0.7725, loss_cls: 1.9792, loss: 1.9792, grad_norm: 2.9481 2020-08-03 02:12:38,294 - mmaction - INFO - Epoch [215][700/940] lr: 2.598e-02, eta: 11:18:36, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.5434, top5_acc: 0.7650, loss_cls: 1.9927, loss: 1.9927, grad_norm: 2.9890 2020-08-03 02:12:58,252 - mmaction - INFO - Epoch [215][720/940] lr: 2.598e-02, eta: 11:18:14, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.5436, top5_acc: 0.7654, loss_cls: 1.9633, loss: 1.9633, grad_norm: 2.9171 2020-08-03 02:13:18,424 - mmaction - INFO - Epoch [215][740/940] lr: 2.598e-02, eta: 11:17:53, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5471, top5_acc: 0.7699, loss_cls: 1.9505, loss: 1.9505, grad_norm: 2.9335 2020-08-03 02:13:38,346 - mmaction - INFO - Epoch [215][760/940] lr: 2.598e-02, eta: 11:17:32, time: 0.995, data_time: 0.004, memory: 6199, top1_acc: 0.5387, top5_acc: 0.7650, loss_cls: 1.9612, loss: 1.9612, grad_norm: 2.9661 2020-08-03 02:13:58,338 - mmaction - INFO - Epoch [215][780/940] lr: 2.598e-02, eta: 11:17:11, time: 0.996, data_time: 0.006, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7713, loss_cls: 1.9653, loss: 1.9653, grad_norm: 2.9392 2020-08-03 02:14:18,359 - mmaction - INFO - Epoch [215][800/940] lr: 2.598e-02, eta: 11:16:50, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.5406, top5_acc: 0.7727, loss_cls: 1.9365, loss: 1.9365, grad_norm: 2.9679 2020-08-03 02:14:38,459 - mmaction - INFO - Epoch [215][820/940] lr: 2.598e-02, eta: 11:16:29, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.5338, top5_acc: 0.7623, loss_cls: 1.9929, loss: 1.9929, grad_norm: 2.9936 2020-08-03 02:14:58,663 - mmaction - INFO - Epoch [215][840/940] lr: 2.598e-02, eta: 11:16:07, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5432, top5_acc: 0.7650, loss_cls: 1.9916, loss: 1.9916, grad_norm: 2.9541 2020-08-03 02:15:18,725 - mmaction - INFO - Epoch [215][860/940] lr: 2.598e-02, eta: 11:15:46, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5412, top5_acc: 0.7641, loss_cls: 2.0092, loss: 2.0092, grad_norm: 2.9512 2020-08-03 02:15:39,205 - mmaction - INFO - Epoch [215][880/940] lr: 2.598e-02, eta: 11:15:25, time: 1.019, data_time: 0.005, memory: 6199, top1_acc: 0.5324, top5_acc: 0.7551, loss_cls: 2.0070, loss: 2.0070, grad_norm: 2.9766 2020-08-03 02:15:59,621 - mmaction - INFO - Epoch [215][900/940] lr: 2.598e-02, eta: 11:15:04, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.5424, top5_acc: 0.7732, loss_cls: 1.9661, loss: 1.9661, grad_norm: 2.9626 2020-08-03 02:16:19,797 - mmaction - INFO - Epoch [215][920/940] lr: 2.598e-02, eta: 11:14:43, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7670, loss_cls: 1.9874, loss: 1.9874, grad_norm: 2.9621 2020-08-03 02:16:38,640 - mmaction - INFO - Epoch [215][940/940] lr: 2.598e-02, eta: 11:14:21, time: 0.943, data_time: 0.011, memory: 6199, top1_acc: 0.5282, top5_acc: 0.7640, loss_cls: 2.0155, loss: 2.0155, grad_norm: 2.9671 2020-08-03 02:17:09,287 - mmaction - INFO - Epoch [216][20/940] lr: 2.479e-02, eta: 11:14:02, time: 1.517, data_time: 0.525, memory: 6199, top1_acc: 0.5553, top5_acc: 0.7721, loss_cls: 1.9497, loss: 1.9497, grad_norm: 2.9448 2020-08-03 02:17:28,734 - mmaction - INFO - Epoch [216][40/940] lr: 2.479e-02, eta: 11:13:41, time: 0.971, data_time: 0.009, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7795, loss_cls: 1.8932, loss: 1.8932, grad_norm: 2.9142 2020-08-03 02:17:49,183 - mmaction - INFO - Epoch [216][60/940] lr: 2.479e-02, eta: 11:13:20, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.5410, top5_acc: 0.7621, loss_cls: 2.0035, loss: 2.0035, grad_norm: 3.0114 2020-08-03 02:18:09,942 - mmaction - INFO - Epoch [216][80/940] lr: 2.479e-02, eta: 11:12:59, time: 1.034, data_time: 0.004, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7670, loss_cls: 1.9415, loss: 1.9415, grad_norm: 3.0310 2020-08-03 02:18:31,012 - mmaction - INFO - Epoch [216][100/940] lr: 2.479e-02, eta: 11:12:38, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.5406, top5_acc: 0.7736, loss_cls: 1.9683, loss: 1.9683, grad_norm: 2.9630 2020-08-03 02:18:50,742 - mmaction - INFO - Epoch [216][120/940] lr: 2.479e-02, eta: 11:12:17, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.5430, top5_acc: 0.7639, loss_cls: 1.9885, loss: 1.9885, grad_norm: 2.9921 2020-08-03 02:19:11,904 - mmaction - INFO - Epoch [216][140/940] lr: 2.479e-02, eta: 11:11:56, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.5385, top5_acc: 0.7652, loss_cls: 1.9908, loss: 1.9908, grad_norm: 2.9372 2020-08-03 02:19:31,961 - mmaction - INFO - Epoch [216][160/940] lr: 2.479e-02, eta: 11:11:34, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.5457, top5_acc: 0.7693, loss_cls: 1.9600, loss: 1.9600, grad_norm: 2.9201 2020-08-03 02:19:52,654 - mmaction - INFO - Epoch [216][180/940] lr: 2.479e-02, eta: 11:11:13, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9315, loss: 1.9315, grad_norm: 2.9797 2020-08-03 02:20:13,797 - mmaction - INFO - Epoch [216][200/940] lr: 2.479e-02, eta: 11:10:52, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.5443, top5_acc: 0.7672, loss_cls: 1.9540, loss: 1.9540, grad_norm: 2.9555 2020-08-03 02:20:34,266 - mmaction - INFO - Epoch [216][220/940] lr: 2.479e-02, eta: 11:10:31, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.5510, top5_acc: 0.7674, loss_cls: 1.9472, loss: 1.9472, grad_norm: 2.9840 2020-08-03 02:20:54,809 - mmaction - INFO - Epoch [216][240/940] lr: 2.479e-02, eta: 11:10:10, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.5635, top5_acc: 0.7824, loss_cls: 1.8924, loss: 1.8924, grad_norm: 2.9649 2020-08-03 02:21:16,435 - mmaction - INFO - Epoch [216][260/940] lr: 2.479e-02, eta: 11:09:49, time: 1.084, data_time: 0.006, memory: 6199, top1_acc: 0.5422, top5_acc: 0.7689, loss_cls: 1.9661, loss: 1.9661, grad_norm: 3.0344 2020-08-03 02:21:36,853 - mmaction - INFO - Epoch [216][280/940] lr: 2.479e-02, eta: 11:09:28, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.5441, top5_acc: 0.7654, loss_cls: 1.9515, loss: 1.9515, grad_norm: 2.9011 2020-08-03 02:21:57,511 - mmaction - INFO - Epoch [216][300/940] lr: 2.479e-02, eta: 11:09:07, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.5436, top5_acc: 0.7574, loss_cls: 2.0141, loss: 2.0141, grad_norm: 2.9931 2020-08-03 02:22:18,505 - mmaction - INFO - Epoch [216][320/940] lr: 2.479e-02, eta: 11:08:46, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.5564, top5_acc: 0.7740, loss_cls: 1.9292, loss: 1.9292, grad_norm: 2.8906 2020-08-03 02:22:38,327 - mmaction - INFO - Epoch [216][340/940] lr: 2.479e-02, eta: 11:08:25, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.5541, top5_acc: 0.7721, loss_cls: 1.9379, loss: 1.9379, grad_norm: 2.9439 2020-08-03 02:22:59,207 - mmaction - INFO - Epoch [216][360/940] lr: 2.479e-02, eta: 11:08:04, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.5545, top5_acc: 0.7713, loss_cls: 1.9285, loss: 1.9285, grad_norm: 2.9135 2020-08-03 02:23:19,796 - mmaction - INFO - Epoch [216][380/940] lr: 2.479e-02, eta: 11:07:43, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.5531, top5_acc: 0.7752, loss_cls: 1.9196, loss: 1.9196, grad_norm: 2.9107 2020-08-03 02:23:39,992 - mmaction - INFO - Epoch [216][400/940] lr: 2.479e-02, eta: 11:07:22, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9453, loss: 1.9453, grad_norm: 3.0343 2020-08-03 02:24:00,907 - mmaction - INFO - Epoch [216][420/940] lr: 2.479e-02, eta: 11:07:01, time: 1.049, data_time: 0.008, memory: 6199, top1_acc: 0.5545, top5_acc: 0.7764, loss_cls: 1.9399, loss: 1.9399, grad_norm: 3.0047 2020-08-03 02:24:21,559 - mmaction - INFO - Epoch [216][440/940] lr: 2.479e-02, eta: 11:06:40, time: 1.029, data_time: 0.006, memory: 6199, top1_acc: 0.5406, top5_acc: 0.7729, loss_cls: 1.9649, loss: 1.9649, grad_norm: 3.0037 2020-08-03 02:24:41,852 - mmaction - INFO - Epoch [216][460/940] lr: 2.479e-02, eta: 11:06:18, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5523, top5_acc: 0.7682, loss_cls: 1.9556, loss: 1.9556, grad_norm: 2.9780 2020-08-03 02:25:02,841 - mmaction - INFO - Epoch [216][480/940] lr: 2.479e-02, eta: 11:05:57, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.5426, top5_acc: 0.7643, loss_cls: 1.9731, loss: 1.9731, grad_norm: 2.9695 2020-08-03 02:25:24,136 - mmaction - INFO - Epoch [216][500/940] lr: 2.479e-02, eta: 11:05:37, time: 1.065, data_time: 0.001, memory: 6199, top1_acc: 0.5424, top5_acc: 0.7709, loss_cls: 1.9523, loss: 1.9523, grad_norm: 2.9317 2020-08-03 02:25:44,558 - mmaction - INFO - Epoch [216][520/940] lr: 2.479e-02, eta: 11:05:15, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.5525, top5_acc: 0.7826, loss_cls: 1.8992, loss: 1.8992, grad_norm: 2.9822 2020-08-03 02:26:05,327 - mmaction - INFO - Epoch [216][540/940] lr: 2.479e-02, eta: 11:04:54, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.5459, top5_acc: 0.7699, loss_cls: 1.9685, loss: 1.9685, grad_norm: 3.0009 2020-08-03 02:26:26,690 - mmaction - INFO - Epoch [216][560/940] lr: 2.479e-02, eta: 11:04:33, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.5482, top5_acc: 0.7607, loss_cls: 2.0029, loss: 2.0029, grad_norm: 2.9631 2020-08-03 02:26:46,957 - mmaction - INFO - Epoch [216][580/940] lr: 2.479e-02, eta: 11:04:12, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.5381, top5_acc: 0.7725, loss_cls: 1.9467, loss: 1.9467, grad_norm: 3.0087 2020-08-03 02:27:07,610 - mmaction - INFO - Epoch [216][600/940] lr: 2.479e-02, eta: 11:03:51, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.5396, top5_acc: 0.7590, loss_cls: 2.0255, loss: 2.0255, grad_norm: 2.9984 2020-08-03 02:27:27,424 - mmaction - INFO - Epoch [216][620/940] lr: 2.479e-02, eta: 11:03:30, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5437, top5_acc: 0.7539, loss_cls: 2.0194, loss: 2.0194, grad_norm: 2.9887 2020-08-03 02:27:48,487 - mmaction - INFO - Epoch [216][640/940] lr: 2.479e-02, eta: 11:03:09, time: 1.051, data_time: 0.007, memory: 6199, top1_acc: 0.5500, top5_acc: 0.7723, loss_cls: 1.9485, loss: 1.9485, grad_norm: 2.9552 2020-08-03 02:28:08,358 - mmaction - INFO - Epoch [216][660/940] lr: 2.479e-02, eta: 11:02:48, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.5504, top5_acc: 0.7689, loss_cls: 1.9626, loss: 1.9626, grad_norm: 2.9568 2020-08-03 02:28:28,842 - mmaction - INFO - Epoch [216][680/940] lr: 2.479e-02, eta: 11:02:27, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.5467, top5_acc: 0.7715, loss_cls: 1.9486, loss: 1.9486, grad_norm: 3.0323 2020-08-03 02:28:49,031 - mmaction - INFO - Epoch [216][700/940] lr: 2.479e-02, eta: 11:02:06, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.5410, top5_acc: 0.7715, loss_cls: 1.9541, loss: 1.9541, grad_norm: 2.9891 2020-08-03 02:29:10,608 - mmaction - INFO - Epoch [216][720/940] lr: 2.479e-02, eta: 11:01:45, time: 1.077, data_time: 0.006, memory: 6199, top1_acc: 0.5539, top5_acc: 0.7711, loss_cls: 1.9432, loss: 1.9432, grad_norm: 2.9822 2020-08-03 02:29:30,732 - mmaction - INFO - Epoch [216][740/940] lr: 2.479e-02, eta: 11:01:24, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.5488, top5_acc: 0.7674, loss_cls: 1.9672, loss: 1.9672, grad_norm: 2.9715 2020-08-03 02:29:51,751 - mmaction - INFO - Epoch [216][760/940] lr: 2.479e-02, eta: 11:01:03, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.5508, top5_acc: 0.7771, loss_cls: 1.9105, loss: 1.9105, grad_norm: 2.9703 2020-08-03 02:30:11,567 - mmaction - INFO - Epoch [216][780/940] lr: 2.479e-02, eta: 11:00:41, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7639, loss_cls: 1.9754, loss: 1.9754, grad_norm: 2.9818 2020-08-03 02:30:31,947 - mmaction - INFO - Epoch [216][800/940] lr: 2.479e-02, eta: 11:00:20, time: 1.019, data_time: 0.003, memory: 6199, top1_acc: 0.5547, top5_acc: 0.7740, loss_cls: 1.9179, loss: 1.9179, grad_norm: 2.9644 2020-08-03 02:30:52,431 - mmaction - INFO - Epoch [216][820/940] lr: 2.479e-02, eta: 10:59:59, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.5402, top5_acc: 0.7590, loss_cls: 2.0227, loss: 2.0227, grad_norm: 3.0436 2020-08-03 02:31:12,322 - mmaction - INFO - Epoch [216][840/940] lr: 2.479e-02, eta: 10:59:38, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.5398, top5_acc: 0.7621, loss_cls: 2.0189, loss: 2.0189, grad_norm: 3.0356 2020-08-03 02:31:32,580 - mmaction - INFO - Epoch [216][860/940] lr: 2.479e-02, eta: 10:59:17, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.5510, top5_acc: 0.7678, loss_cls: 1.9554, loss: 1.9554, grad_norm: 2.9651 2020-08-03 02:31:52,605 - mmaction - INFO - Epoch [216][880/940] lr: 2.479e-02, eta: 10:58:56, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5496, top5_acc: 0.7641, loss_cls: 1.9631, loss: 1.9631, grad_norm: 2.9768 2020-08-03 02:32:12,708 - mmaction - INFO - Epoch [216][900/940] lr: 2.479e-02, eta: 10:58:34, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.5410, top5_acc: 0.7660, loss_cls: 1.9783, loss: 1.9783, grad_norm: 2.9839 2020-08-03 02:32:32,928 - mmaction - INFO - Epoch [216][920/940] lr: 2.479e-02, eta: 10:58:13, time: 1.011, data_time: 0.002, memory: 6199, top1_acc: 0.5527, top5_acc: 0.7686, loss_cls: 1.9479, loss: 1.9479, grad_norm: 2.9841 2020-08-03 02:32:51,924 - mmaction - INFO - Epoch [216][940/940] lr: 2.479e-02, eta: 10:57:52, time: 0.947, data_time: 0.007, memory: 6199, top1_acc: 0.5528, top5_acc: 0.7725, loss_cls: 1.9565, loss: 1.9565, grad_norm: 3.0279 2020-08-03 02:32:52,226 - mmaction - INFO - Saving checkpoint at 216 epochs 2020-08-03 02:33:22,642 - mmaction - INFO - Epoch [217][20/940] lr: 2.362e-02, eta: 10:57:32, time: 1.443, data_time: 0.448, memory: 6199, top1_acc: 0.5588, top5_acc: 0.7797, loss_cls: 1.9070, loss: 1.9070, grad_norm: 3.0049 2020-08-03 02:33:42,389 - mmaction - INFO - Epoch [217][40/940] lr: 2.362e-02, eta: 10:57:11, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.5484, top5_acc: 0.7715, loss_cls: 1.9602, loss: 1.9602, grad_norm: 3.0436 2020-08-03 02:34:03,047 - mmaction - INFO - Epoch [217][60/940] lr: 2.362e-02, eta: 10:56:50, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7793, loss_cls: 1.8895, loss: 1.8895, grad_norm: 3.0505 2020-08-03 02:34:23,054 - mmaction - INFO - Epoch [217][80/940] lr: 2.362e-02, eta: 10:56:29, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.9046, loss: 1.9046, grad_norm: 3.0110 2020-08-03 02:34:43,494 - mmaction - INFO - Epoch [217][100/940] lr: 2.362e-02, eta: 10:56:08, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 1.9892, loss: 1.9892, grad_norm: 2.9822 2020-08-03 02:35:04,410 - mmaction - INFO - Epoch [217][120/940] lr: 2.362e-02, eta: 10:55:47, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.5543, top5_acc: 0.7791, loss_cls: 1.9134, loss: 1.9134, grad_norm: 2.9322 2020-08-03 02:35:25,206 - mmaction - INFO - Epoch [217][140/940] lr: 2.362e-02, eta: 10:55:26, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.5430, top5_acc: 0.7582, loss_cls: 1.9451, loss: 1.9451, grad_norm: 3.0260 2020-08-03 02:35:46,224 - mmaction - INFO - Epoch [217][160/940] lr: 2.362e-02, eta: 10:55:05, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.5654, top5_acc: 0.7766, loss_cls: 1.9000, loss: 1.9000, grad_norm: 2.9876 2020-08-03 02:36:06,912 - mmaction - INFO - Epoch [217][180/940] lr: 2.362e-02, eta: 10:54:44, time: 1.040, data_time: 0.013, memory: 6199, top1_acc: 0.5561, top5_acc: 0.7791, loss_cls: 1.9124, loss: 1.9124, grad_norm: 3.0259 2020-08-03 02:36:26,893 - mmaction - INFO - Epoch [217][200/940] lr: 2.362e-02, eta: 10:54:23, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7834, loss_cls: 1.9087, loss: 1.9087, grad_norm: 2.9960 2020-08-03 02:36:47,042 - mmaction - INFO - Epoch [217][220/940] lr: 2.362e-02, eta: 10:54:01, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5502, top5_acc: 0.7676, loss_cls: 1.9628, loss: 1.9628, grad_norm: 3.0614 2020-08-03 02:37:07,701 - mmaction - INFO - Epoch [217][240/940] lr: 2.362e-02, eta: 10:53:40, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.5545, top5_acc: 0.7727, loss_cls: 1.9358, loss: 1.9358, grad_norm: 3.0108 2020-08-03 02:37:27,552 - mmaction - INFO - Epoch [217][260/940] lr: 2.362e-02, eta: 10:53:19, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.5510, top5_acc: 0.7703, loss_cls: 1.9298, loss: 1.9298, grad_norm: 2.9951 2020-08-03 02:37:48,040 - mmaction - INFO - Epoch [217][280/940] lr: 2.362e-02, eta: 10:52:58, time: 1.022, data_time: 0.005, memory: 6199, top1_acc: 0.5588, top5_acc: 0.7816, loss_cls: 1.9102, loss: 1.9102, grad_norm: 2.9976 2020-08-03 02:38:08,872 - mmaction - INFO - Epoch [217][300/940] lr: 2.362e-02, eta: 10:52:37, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.5521, top5_acc: 0.7773, loss_cls: 1.9237, loss: 1.9237, grad_norm: 3.0378 2020-08-03 02:38:28,781 - mmaction - INFO - Epoch [217][320/940] lr: 2.362e-02, eta: 10:52:16, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.5498, top5_acc: 0.7697, loss_cls: 1.9351, loss: 1.9351, grad_norm: 3.0301 2020-08-03 02:38:49,108 - mmaction - INFO - Epoch [217][340/940] lr: 2.362e-02, eta: 10:51:55, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5521, top5_acc: 0.7738, loss_cls: 1.9249, loss: 1.9249, grad_norm: 2.9929 2020-08-03 02:39:10,071 - mmaction - INFO - Epoch [217][360/940] lr: 2.362e-02, eta: 10:51:34, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.5396, top5_acc: 0.7664, loss_cls: 1.9519, loss: 1.9519, grad_norm: 3.0010 2020-08-03 02:39:30,088 - mmaction - INFO - Epoch [217][380/940] lr: 2.362e-02, eta: 10:51:13, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.5684, top5_acc: 0.7805, loss_cls: 1.8861, loss: 1.8861, grad_norm: 2.9672 2020-08-03 02:39:51,082 - mmaction - INFO - Epoch [217][400/940] lr: 2.362e-02, eta: 10:50:52, time: 1.050, data_time: 0.003, memory: 6199, top1_acc: 0.5508, top5_acc: 0.7770, loss_cls: 1.9065, loss: 1.9065, grad_norm: 3.0430 2020-08-03 02:40:11,836 - mmaction - INFO - Epoch [217][420/940] lr: 2.362e-02, eta: 10:50:31, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.5527, top5_acc: 0.7791, loss_cls: 1.8897, loss: 1.8897, grad_norm: 2.9776 2020-08-03 02:40:32,630 - mmaction - INFO - Epoch [217][440/940] lr: 2.362e-02, eta: 10:50:09, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.5582, top5_acc: 0.7715, loss_cls: 1.9218, loss: 1.9218, grad_norm: 3.0305 2020-08-03 02:40:53,537 - mmaction - INFO - Epoch [217][460/940] lr: 2.362e-02, eta: 10:49:48, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7822, loss_cls: 1.8959, loss: 1.8959, grad_norm: 2.9905 2020-08-03 02:41:14,614 - mmaction - INFO - Epoch [217][480/940] lr: 2.362e-02, eta: 10:49:27, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.5359, top5_acc: 0.7600, loss_cls: 1.9890, loss: 1.9890, grad_norm: 3.0526 2020-08-03 02:41:35,544 - mmaction - INFO - Epoch [217][500/940] lr: 2.362e-02, eta: 10:49:06, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.5529, top5_acc: 0.7707, loss_cls: 1.9237, loss: 1.9237, grad_norm: 3.0086 2020-08-03 02:41:56,150 - mmaction - INFO - Epoch [217][520/940] lr: 2.362e-02, eta: 10:48:45, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.5512, top5_acc: 0.7719, loss_cls: 1.9420, loss: 1.9420, grad_norm: 3.0469 2020-08-03 02:42:17,759 - mmaction - INFO - Epoch [217][540/940] lr: 2.362e-02, eta: 10:48:25, time: 1.079, data_time: 0.008, memory: 6199, top1_acc: 0.5707, top5_acc: 0.7816, loss_cls: 1.8835, loss: 1.8835, grad_norm: 3.0031 2020-08-03 02:42:37,886 - mmaction - INFO - Epoch [217][560/940] lr: 2.362e-02, eta: 10:48:03, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5541, top5_acc: 0.7754, loss_cls: 1.8942, loss: 1.8942, grad_norm: 3.0647 2020-08-03 02:42:58,675 - mmaction - INFO - Epoch [217][580/940] lr: 2.362e-02, eta: 10:47:42, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.5391, top5_acc: 0.7596, loss_cls: 1.9994, loss: 1.9994, grad_norm: 3.1008 2020-08-03 02:43:18,831 - mmaction - INFO - Epoch [217][600/940] lr: 2.362e-02, eta: 10:47:21, time: 1.008, data_time: 0.012, memory: 6199, top1_acc: 0.5551, top5_acc: 0.7658, loss_cls: 1.9437, loss: 1.9437, grad_norm: 3.0160 2020-08-03 02:43:40,175 - mmaction - INFO - Epoch [217][620/940] lr: 2.362e-02, eta: 10:47:00, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.9080, loss: 1.9080, grad_norm: 2.9948 2020-08-03 02:44:00,791 - mmaction - INFO - Epoch [217][640/940] lr: 2.362e-02, eta: 10:46:39, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.5523, top5_acc: 0.7645, loss_cls: 1.9625, loss: 1.9625, grad_norm: 3.0787 2020-08-03 02:44:21,402 - mmaction - INFO - Epoch [217][660/940] lr: 2.362e-02, eta: 10:46:18, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9565, loss: 1.9565, grad_norm: 3.0349 2020-08-03 02:44:41,250 - mmaction - INFO - Epoch [217][680/940] lr: 2.362e-02, eta: 10:45:57, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.5477, top5_acc: 0.7701, loss_cls: 1.9436, loss: 1.9436, grad_norm: 3.0164 2020-08-03 02:45:02,391 - mmaction - INFO - Epoch [217][700/940] lr: 2.362e-02, eta: 10:45:36, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.5639, top5_acc: 0.7895, loss_cls: 1.8745, loss: 1.8745, grad_norm: 3.0058 2020-08-03 02:45:22,507 - mmaction - INFO - Epoch [217][720/940] lr: 2.362e-02, eta: 10:45:15, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.5529, top5_acc: 0.7727, loss_cls: 1.9405, loss: 1.9405, grad_norm: 3.0302 2020-08-03 02:45:43,360 - mmaction - INFO - Epoch [217][740/940] lr: 2.362e-02, eta: 10:44:54, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.5412, top5_acc: 0.7617, loss_cls: 1.9970, loss: 1.9970, grad_norm: 3.0777 2020-08-03 02:46:03,515 - mmaction - INFO - Epoch [217][760/940] lr: 2.362e-02, eta: 10:44:33, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5543, top5_acc: 0.7645, loss_cls: 1.9548, loss: 1.9548, grad_norm: 2.9765 2020-08-03 02:46:23,769 - mmaction - INFO - Epoch [217][780/940] lr: 2.362e-02, eta: 10:44:12, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.5422, top5_acc: 0.7666, loss_cls: 1.9523, loss: 1.9523, grad_norm: 3.0339 2020-08-03 02:46:43,913 - mmaction - INFO - Epoch [217][800/940] lr: 2.362e-02, eta: 10:43:50, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.5441, top5_acc: 0.7652, loss_cls: 1.9739, loss: 1.9739, grad_norm: 3.0475 2020-08-03 02:47:04,155 - mmaction - INFO - Epoch [217][820/940] lr: 2.362e-02, eta: 10:43:29, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5539, top5_acc: 0.7705, loss_cls: 1.9367, loss: 1.9367, grad_norm: 2.9935 2020-08-03 02:47:24,426 - mmaction - INFO - Epoch [217][840/940] lr: 2.362e-02, eta: 10:43:08, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.9279, loss: 1.9279, grad_norm: 3.0307 2020-08-03 02:47:44,650 - mmaction - INFO - Epoch [217][860/940] lr: 2.362e-02, eta: 10:42:47, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5635, top5_acc: 0.7738, loss_cls: 1.9069, loss: 1.9069, grad_norm: 2.9924 2020-08-03 02:48:04,845 - mmaction - INFO - Epoch [217][880/940] lr: 2.362e-02, eta: 10:42:26, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5369, top5_acc: 0.7568, loss_cls: 2.0155, loss: 2.0155, grad_norm: 3.1216 2020-08-03 02:48:24,924 - mmaction - INFO - Epoch [217][900/940] lr: 2.362e-02, eta: 10:42:05, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5604, top5_acc: 0.7775, loss_cls: 1.9262, loss: 1.9262, grad_norm: 3.0496 2020-08-03 02:48:44,988 - mmaction - INFO - Epoch [217][920/940] lr: 2.362e-02, eta: 10:41:43, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5365, top5_acc: 0.7592, loss_cls: 2.0281, loss: 2.0281, grad_norm: 3.0283 2020-08-03 02:49:03,871 - mmaction - INFO - Epoch [217][940/940] lr: 2.362e-02, eta: 10:41:22, time: 0.942, data_time: 0.008, memory: 6199, top1_acc: 0.5528, top5_acc: 0.7664, loss_cls: 1.9404, loss: 1.9404, grad_norm: 3.0146 2020-08-03 02:49:34,289 - mmaction - INFO - Epoch [218][20/940] lr: 2.247e-02, eta: 10:41:03, time: 1.505, data_time: 0.452, memory: 6199, top1_acc: 0.5514, top5_acc: 0.7781, loss_cls: 1.8831, loss: 1.8831, grad_norm: 2.9911 2020-08-03 02:49:54,336 - mmaction - INFO - Epoch [218][40/940] lr: 2.247e-02, eta: 10:40:42, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7734, loss_cls: 1.8953, loss: 1.8953, grad_norm: 3.0094 2020-08-03 02:50:14,541 - mmaction - INFO - Epoch [218][60/940] lr: 2.247e-02, eta: 10:40:20, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.5584, top5_acc: 0.7816, loss_cls: 1.8890, loss: 1.8890, grad_norm: 3.0084 2020-08-03 02:50:34,504 - mmaction - INFO - Epoch [218][80/940] lr: 2.247e-02, eta: 10:39:59, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.5471, top5_acc: 0.7648, loss_cls: 1.9625, loss: 1.9625, grad_norm: 3.0610 2020-08-03 02:50:54,954 - mmaction - INFO - Epoch [218][100/940] lr: 2.247e-02, eta: 10:39:38, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.5475, top5_acc: 0.7742, loss_cls: 1.9360, loss: 1.9360, grad_norm: 3.0589 2020-08-03 02:51:16,219 - mmaction - INFO - Epoch [218][120/940] lr: 2.247e-02, eta: 10:39:17, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.5635, top5_acc: 0.7750, loss_cls: 1.8873, loss: 1.8873, grad_norm: 3.0062 2020-08-03 02:51:37,327 - mmaction - INFO - Epoch [218][140/940] lr: 2.247e-02, eta: 10:38:56, time: 1.054, data_time: 0.004, memory: 6199, top1_acc: 0.5498, top5_acc: 0.7611, loss_cls: 1.9839, loss: 1.9839, grad_norm: 3.0179 2020-08-03 02:51:58,107 - mmaction - INFO - Epoch [218][160/940] lr: 2.247e-02, eta: 10:38:35, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.5650, top5_acc: 0.7840, loss_cls: 1.8782, loss: 1.8782, grad_norm: 3.0547 2020-08-03 02:52:18,998 - mmaction - INFO - Epoch [218][180/940] lr: 2.247e-02, eta: 10:38:14, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.0425 2020-08-03 02:52:38,867 - mmaction - INFO - Epoch [218][200/940] lr: 2.247e-02, eta: 10:37:53, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.5555, top5_acc: 0.7736, loss_cls: 1.9111, loss: 1.9111, grad_norm: 3.0279 2020-08-03 02:53:00,140 - mmaction - INFO - Epoch [218][220/940] lr: 2.247e-02, eta: 10:37:32, time: 1.061, data_time: 0.005, memory: 6199, top1_acc: 0.5641, top5_acc: 0.7812, loss_cls: 1.8828, loss: 1.8828, grad_norm: 2.9988 2020-08-03 02:53:20,509 - mmaction - INFO - Epoch [218][240/940] lr: 2.247e-02, eta: 10:37:11, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.5480, top5_acc: 0.7775, loss_cls: 1.9221, loss: 1.9221, grad_norm: 3.0327 2020-08-03 02:53:40,487 - mmaction - INFO - Epoch [218][260/940] lr: 2.247e-02, eta: 10:36:50, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.5703, top5_acc: 0.7822, loss_cls: 1.8624, loss: 1.8624, grad_norm: 3.0102 2020-08-03 02:54:00,072 - mmaction - INFO - Epoch [218][280/940] lr: 2.247e-02, eta: 10:36:29, time: 0.981, data_time: 0.008, memory: 6199, top1_acc: 0.5500, top5_acc: 0.7701, loss_cls: 1.8981, loss: 1.8981, grad_norm: 3.0108 2020-08-03 02:54:20,235 - mmaction - INFO - Epoch [218][300/940] lr: 2.247e-02, eta: 10:36:07, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5568, top5_acc: 0.7730, loss_cls: 1.9232, loss: 1.9232, grad_norm: 3.0339 2020-08-03 02:54:41,283 - mmaction - INFO - Epoch [218][320/940] lr: 2.247e-02, eta: 10:35:46, time: 1.052, data_time: 0.007, memory: 6199, top1_acc: 0.5602, top5_acc: 0.7793, loss_cls: 1.9023, loss: 1.9023, grad_norm: 3.0616 2020-08-03 02:55:01,921 - mmaction - INFO - Epoch [218][340/940] lr: 2.247e-02, eta: 10:35:25, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.5539, top5_acc: 0.7760, loss_cls: 1.9197, loss: 1.9197, grad_norm: 3.0513 2020-08-03 02:55:22,303 - mmaction - INFO - Epoch [218][360/940] lr: 2.247e-02, eta: 10:35:04, time: 1.022, data_time: 0.010, memory: 6199, top1_acc: 0.5432, top5_acc: 0.7703, loss_cls: 1.9556, loss: 1.9556, grad_norm: 3.1281 2020-08-03 02:55:43,345 - mmaction - INFO - Epoch [218][380/940] lr: 2.247e-02, eta: 10:34:43, time: 1.054, data_time: 0.009, memory: 6199, top1_acc: 0.5549, top5_acc: 0.7730, loss_cls: 1.9241, loss: 1.9241, grad_norm: 3.0370 2020-08-03 02:56:03,020 - mmaction - INFO - Epoch [218][400/940] lr: 2.247e-02, eta: 10:34:22, time: 0.984, data_time: 0.005, memory: 6199, top1_acc: 0.5652, top5_acc: 0.7852, loss_cls: 1.8621, loss: 1.8621, grad_norm: 3.0370 2020-08-03 02:56:23,852 - mmaction - INFO - Epoch [218][420/940] lr: 2.247e-02, eta: 10:34:01, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.5432, top5_acc: 0.7627, loss_cls: 1.9847, loss: 1.9847, grad_norm: 3.1185 2020-08-03 02:56:44,740 - mmaction - INFO - Epoch [218][440/940] lr: 2.247e-02, eta: 10:33:40, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.5549, top5_acc: 0.7736, loss_cls: 1.9207, loss: 1.9207, grad_norm: 3.0614 2020-08-03 02:57:05,089 - mmaction - INFO - Epoch [218][460/940] lr: 2.247e-02, eta: 10:33:19, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.5549, top5_acc: 0.7750, loss_cls: 1.8972, loss: 1.8972, grad_norm: 3.0071 2020-08-03 02:57:25,445 - mmaction - INFO - Epoch [218][480/940] lr: 2.247e-02, eta: 10:32:58, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5504, top5_acc: 0.7744, loss_cls: 1.9456, loss: 1.9456, grad_norm: 3.1140 2020-08-03 02:57:46,472 - mmaction - INFO - Epoch [218][500/940] lr: 2.247e-02, eta: 10:32:37, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.5535, top5_acc: 0.7672, loss_cls: 1.9482, loss: 1.9482, grad_norm: 3.0261 2020-08-03 02:58:07,583 - mmaction - INFO - Epoch [218][520/940] lr: 2.247e-02, eta: 10:32:16, time: 1.054, data_time: 0.003, memory: 6199, top1_acc: 0.5451, top5_acc: 0.7736, loss_cls: 1.9396, loss: 1.9396, grad_norm: 3.0219 2020-08-03 02:58:28,778 - mmaction - INFO - Epoch [218][540/940] lr: 2.247e-02, eta: 10:31:55, time: 1.060, data_time: 0.007, memory: 6199, top1_acc: 0.5559, top5_acc: 0.7779, loss_cls: 1.8826, loss: 1.8826, grad_norm: 3.0262 2020-08-03 02:58:49,772 - mmaction - INFO - Epoch [218][560/940] lr: 2.247e-02, eta: 10:31:34, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7777, loss_cls: 1.9113, loss: 1.9113, grad_norm: 3.0942 2020-08-03 02:59:11,040 - mmaction - INFO - Epoch [218][580/940] lr: 2.247e-02, eta: 10:31:13, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.5494, top5_acc: 0.7670, loss_cls: 1.9571, loss: 1.9571, grad_norm: 3.0314 2020-08-03 02:59:31,931 - mmaction - INFO - Epoch [218][600/940] lr: 2.247e-02, eta: 10:30:52, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.5553, top5_acc: 0.7656, loss_cls: 1.9323, loss: 1.9323, grad_norm: 3.0005 2020-08-03 02:59:52,645 - mmaction - INFO - Epoch [218][620/940] lr: 2.247e-02, eta: 10:30:31, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.5414, top5_acc: 0.7682, loss_cls: 1.9645, loss: 1.9645, grad_norm: 3.0875 2020-08-03 03:00:17,352 - mmaction - INFO - Epoch [218][640/940] lr: 2.247e-02, eta: 10:30:10, time: 1.221, data_time: 0.007, memory: 6199, top1_acc: 0.5533, top5_acc: 0.7734, loss_cls: 1.9393, loss: 1.9393, grad_norm: 3.0207 2020-08-03 03:00:38,209 - mmaction - INFO - Epoch [218][660/940] lr: 2.247e-02, eta: 10:29:50, time: 1.057, data_time: 0.030, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7666, loss_cls: 1.9543, loss: 1.9543, grad_norm: 3.0968 2020-08-03 03:00:58,829 - mmaction - INFO - Epoch [218][680/940] lr: 2.247e-02, eta: 10:29:28, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.5488, top5_acc: 0.7676, loss_cls: 1.9523, loss: 1.9523, grad_norm: 3.0273 2020-08-03 03:01:19,463 - mmaction - INFO - Epoch [218][700/940] lr: 2.247e-02, eta: 10:29:07, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.5443, top5_acc: 0.7729, loss_cls: 1.9613, loss: 1.9613, grad_norm: 3.1310 2020-08-03 03:01:39,414 - mmaction - INFO - Epoch [218][720/940] lr: 2.247e-02, eta: 10:28:46, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7771, loss_cls: 1.9166, loss: 1.9166, grad_norm: 3.0732 2020-08-03 03:01:59,315 - mmaction - INFO - Epoch [218][740/940] lr: 2.247e-02, eta: 10:28:25, time: 0.997, data_time: 0.004, memory: 6199, top1_acc: 0.5480, top5_acc: 0.7662, loss_cls: 1.9461, loss: 1.9461, grad_norm: 3.0970 2020-08-03 03:02:19,443 - mmaction - INFO - Epoch [218][760/940] lr: 2.247e-02, eta: 10:28:04, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.5625, top5_acc: 0.7855, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.0347 2020-08-03 03:02:39,614 - mmaction - INFO - Epoch [218][780/940] lr: 2.247e-02, eta: 10:27:43, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5494, top5_acc: 0.7734, loss_cls: 1.9348, loss: 1.9348, grad_norm: 3.0936 2020-08-03 03:02:59,654 - mmaction - INFO - Epoch [218][800/940] lr: 2.247e-02, eta: 10:27:22, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.5613, top5_acc: 0.7697, loss_cls: 1.9106, loss: 1.9106, grad_norm: 2.9157 2020-08-03 03:03:20,042 - mmaction - INFO - Epoch [218][820/940] lr: 2.247e-02, eta: 10:27:00, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5467, top5_acc: 0.7770, loss_cls: 1.9267, loss: 1.9267, grad_norm: 3.0782 2020-08-03 03:03:40,005 - mmaction - INFO - Epoch [218][840/940] lr: 2.247e-02, eta: 10:26:39, time: 1.001, data_time: 0.010, memory: 6199, top1_acc: 0.5455, top5_acc: 0.7760, loss_cls: 1.9544, loss: 1.9544, grad_norm: 3.0855 2020-08-03 03:03:59,862 - mmaction - INFO - Epoch [218][860/940] lr: 2.247e-02, eta: 10:26:18, time: 0.992, data_time: 0.004, memory: 6199, top1_acc: 0.5467, top5_acc: 0.7721, loss_cls: 1.9520, loss: 1.9520, grad_norm: 3.0594 2020-08-03 03:04:19,966 - mmaction - INFO - Epoch [218][880/940] lr: 2.247e-02, eta: 10:25:57, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5584, top5_acc: 0.7771, loss_cls: 1.8941, loss: 1.8941, grad_norm: 3.0459 2020-08-03 03:04:40,051 - mmaction - INFO - Epoch [218][900/940] lr: 2.247e-02, eta: 10:25:36, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.5621, top5_acc: 0.7740, loss_cls: 1.9220, loss: 1.9220, grad_norm: 3.0958 2020-08-03 03:05:00,180 - mmaction - INFO - Epoch [218][920/940] lr: 2.247e-02, eta: 10:25:15, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.9142, loss: 1.9142, grad_norm: 3.0795 2020-08-03 03:05:19,559 - mmaction - INFO - Epoch [218][940/940] lr: 2.247e-02, eta: 10:24:53, time: 0.969, data_time: 0.009, memory: 6199, top1_acc: 0.5607, top5_acc: 0.7778, loss_cls: 1.9176, loss: 1.9176, grad_norm: 3.1231 2020-08-03 03:06:09,550 - mmaction - INFO - Epoch [219][20/940] lr: 2.136e-02, eta: 10:24:37, time: 2.472, data_time: 0.584, memory: 6199, top1_acc: 0.5607, top5_acc: 0.7838, loss_cls: 1.8609, loss: 1.8609, grad_norm: 3.0357 2020-08-03 03:06:29,513 - mmaction - INFO - Epoch [219][40/940] lr: 2.136e-02, eta: 10:24:16, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.5607, top5_acc: 0.7682, loss_cls: 1.8914, loss: 1.8914, grad_norm: 3.0447 2020-08-03 03:06:49,296 - mmaction - INFO - Epoch [219][60/940] lr: 2.136e-02, eta: 10:23:55, time: 0.991, data_time: 0.009, memory: 6199, top1_acc: 0.5576, top5_acc: 0.7760, loss_cls: 1.9087, loss: 1.9087, grad_norm: 3.0746 2020-08-03 03:07:09,694 - mmaction - INFO - Epoch [219][80/940] lr: 2.136e-02, eta: 10:23:34, time: 1.018, data_time: 0.002, memory: 6199, top1_acc: 0.5631, top5_acc: 0.7824, loss_cls: 1.8910, loss: 1.8910, grad_norm: 3.1294 2020-08-03 03:07:29,572 - mmaction - INFO - Epoch [219][100/940] lr: 2.136e-02, eta: 10:23:13, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.5672, top5_acc: 0.7900, loss_cls: 1.8590, loss: 1.8590, grad_norm: 3.0760 2020-08-03 03:07:50,306 - mmaction - INFO - Epoch [219][120/940] lr: 2.136e-02, eta: 10:22:52, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.5639, top5_acc: 0.7814, loss_cls: 1.8924, loss: 1.8924, grad_norm: 3.0990 2020-08-03 03:08:10,952 - mmaction - INFO - Epoch [219][140/940] lr: 2.136e-02, eta: 10:22:31, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7875, loss_cls: 1.8662, loss: 1.8662, grad_norm: 3.1116 2020-08-03 03:08:31,571 - mmaction - INFO - Epoch [219][160/940] lr: 2.136e-02, eta: 10:22:10, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.5541, top5_acc: 0.7857, loss_cls: 1.9148, loss: 1.9148, grad_norm: 3.1878 2020-08-03 03:08:52,307 - mmaction - INFO - Epoch [219][180/940] lr: 2.136e-02, eta: 10:21:49, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8607, loss: 1.8607, grad_norm: 3.0492 2020-08-03 03:09:12,916 - mmaction - INFO - Epoch [219][200/940] lr: 2.136e-02, eta: 10:21:27, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.5555, top5_acc: 0.7705, loss_cls: 1.9405, loss: 1.9405, grad_norm: 3.1774 2020-08-03 03:09:33,575 - mmaction - INFO - Epoch [219][220/940] lr: 2.136e-02, eta: 10:21:06, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.5568, top5_acc: 0.7709, loss_cls: 1.9196, loss: 1.9196, grad_norm: 3.1148 2020-08-03 03:09:54,022 - mmaction - INFO - Epoch [219][240/940] lr: 2.136e-02, eta: 10:20:45, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.9016, loss: 1.9016, grad_norm: 3.1062 2020-08-03 03:10:14,924 - mmaction - INFO - Epoch [219][260/940] lr: 2.136e-02, eta: 10:20:24, time: 1.043, data_time: 0.005, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7777, loss_cls: 1.9076, loss: 1.9076, grad_norm: 3.1162 2020-08-03 03:10:35,381 - mmaction - INFO - Epoch [219][280/940] lr: 2.136e-02, eta: 10:20:03, time: 1.024, data_time: 0.006, memory: 6199, top1_acc: 0.5643, top5_acc: 0.7854, loss_cls: 1.8784, loss: 1.8784, grad_norm: 3.1372 2020-08-03 03:10:55,847 - mmaction - INFO - Epoch [219][300/940] lr: 2.136e-02, eta: 10:19:42, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.5664, top5_acc: 0.7805, loss_cls: 1.8679, loss: 1.8679, grad_norm: 3.0253 2020-08-03 03:11:15,670 - mmaction - INFO - Epoch [219][320/940] lr: 2.136e-02, eta: 10:19:21, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.5598, top5_acc: 0.7770, loss_cls: 1.9002, loss: 1.9002, grad_norm: 3.0977 2020-08-03 03:11:35,609 - mmaction - INFO - Epoch [219][340/940] lr: 2.136e-02, eta: 10:19:00, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.5576, top5_acc: 0.7750, loss_cls: 1.9146, loss: 1.9146, grad_norm: 3.0862 2020-08-03 03:11:55,973 - mmaction - INFO - Epoch [219][360/940] lr: 2.136e-02, eta: 10:18:39, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.5529, top5_acc: 0.7654, loss_cls: 1.9452, loss: 1.9452, grad_norm: 3.0919 2020-08-03 03:12:16,799 - mmaction - INFO - Epoch [219][380/940] lr: 2.136e-02, eta: 10:18:18, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.5666, top5_acc: 0.7939, loss_cls: 1.8536, loss: 1.8536, grad_norm: 3.0478 2020-08-03 03:12:37,645 - mmaction - INFO - Epoch [219][400/940] lr: 2.136e-02, eta: 10:17:57, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.5670, top5_acc: 0.7869, loss_cls: 1.8471, loss: 1.8471, grad_norm: 3.1031 2020-08-03 03:12:59,222 - mmaction - INFO - Epoch [219][420/940] lr: 2.136e-02, eta: 10:17:36, time: 1.077, data_time: 0.004, memory: 6199, top1_acc: 0.5600, top5_acc: 0.7779, loss_cls: 1.8843, loss: 1.8843, grad_norm: 3.0998 2020-08-03 03:13:21,064 - mmaction - INFO - Epoch [219][440/940] lr: 2.136e-02, eta: 10:17:15, time: 1.094, data_time: 0.008, memory: 6199, top1_acc: 0.5584, top5_acc: 0.7814, loss_cls: 1.8872, loss: 1.8872, grad_norm: 3.1487 2020-08-03 03:13:41,838 - mmaction - INFO - Epoch [219][460/940] lr: 2.136e-02, eta: 10:16:54, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.5480, top5_acc: 0.7695, loss_cls: 1.9494, loss: 1.9494, grad_norm: 3.0967 2020-08-03 03:14:01,868 - mmaction - INFO - Epoch [219][480/940] lr: 2.136e-02, eta: 10:16:33, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5584, top5_acc: 0.7795, loss_cls: 1.9060, loss: 1.9060, grad_norm: 3.0540 2020-08-03 03:14:22,725 - mmaction - INFO - Epoch [219][500/940] lr: 2.136e-02, eta: 10:16:12, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.5605, top5_acc: 0.7803, loss_cls: 1.8711, loss: 1.8711, grad_norm: 3.0944 2020-08-03 03:14:42,840 - mmaction - INFO - Epoch [219][520/940] lr: 2.136e-02, eta: 10:15:50, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5492, top5_acc: 0.7717, loss_cls: 1.9239, loss: 1.9239, grad_norm: 3.1398 2020-08-03 03:15:03,302 - mmaction - INFO - Epoch [219][540/940] lr: 2.136e-02, eta: 10:15:29, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.5445, top5_acc: 0.7771, loss_cls: 1.9397, loss: 1.9397, grad_norm: 3.1312 2020-08-03 03:15:23,746 - mmaction - INFO - Epoch [219][560/940] lr: 2.136e-02, eta: 10:15:08, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.5561, top5_acc: 0.7688, loss_cls: 1.9159, loss: 1.9159, grad_norm: 3.0497 2020-08-03 03:15:43,883 - mmaction - INFO - Epoch [219][580/940] lr: 2.136e-02, eta: 10:14:47, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5795, top5_acc: 0.7879, loss_cls: 1.8266, loss: 1.8266, grad_norm: 3.0535 2020-08-03 03:16:04,413 - mmaction - INFO - Epoch [219][600/940] lr: 2.136e-02, eta: 10:14:26, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.5629, top5_acc: 0.7764, loss_cls: 1.8728, loss: 1.8728, grad_norm: 3.0797 2020-08-03 03:16:25,243 - mmaction - INFO - Epoch [219][620/940] lr: 2.136e-02, eta: 10:14:05, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.5691, top5_acc: 0.7828, loss_cls: 1.8824, loss: 1.8824, grad_norm: 3.0921 2020-08-03 03:16:45,345 - mmaction - INFO - Epoch [219][640/940] lr: 2.136e-02, eta: 10:13:44, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.5537, top5_acc: 0.7740, loss_cls: 1.9146, loss: 1.9146, grad_norm: 3.1604 2020-08-03 03:17:07,156 - mmaction - INFO - Epoch [219][660/940] lr: 2.136e-02, eta: 10:13:23, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.5479, top5_acc: 0.7703, loss_cls: 1.9349, loss: 1.9349, grad_norm: 3.1200 2020-08-03 03:17:27,782 - mmaction - INFO - Epoch [219][680/940] lr: 2.136e-02, eta: 10:13:02, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.5496, top5_acc: 0.7605, loss_cls: 1.9634, loss: 1.9634, grad_norm: 3.1191 2020-08-03 03:17:48,872 - mmaction - INFO - Epoch [219][700/940] lr: 2.136e-02, eta: 10:12:41, time: 1.054, data_time: 0.004, memory: 6199, top1_acc: 0.5607, top5_acc: 0.7746, loss_cls: 1.8918, loss: 1.8918, grad_norm: 3.0916 2020-08-03 03:18:09,641 - mmaction - INFO - Epoch [219][720/940] lr: 2.136e-02, eta: 10:12:20, time: 1.035, data_time: 0.003, memory: 6199, top1_acc: 0.5580, top5_acc: 0.7734, loss_cls: 1.9236, loss: 1.9236, grad_norm: 3.1074 2020-08-03 03:18:30,985 - mmaction - INFO - Epoch [219][740/940] lr: 2.136e-02, eta: 10:11:59, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.5580, top5_acc: 0.7686, loss_cls: 1.9261, loss: 1.9261, grad_norm: 3.1506 2020-08-03 03:18:51,464 - mmaction - INFO - Epoch [219][760/940] lr: 2.136e-02, eta: 10:11:38, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.5486, top5_acc: 0.7750, loss_cls: 1.9070, loss: 1.9070, grad_norm: 3.1314 2020-08-03 03:19:12,540 - mmaction - INFO - Epoch [219][780/940] lr: 2.136e-02, eta: 10:11:17, time: 1.054, data_time: 0.010, memory: 6199, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8734, loss: 1.8734, grad_norm: 3.0945 2020-08-03 03:19:32,524 - mmaction - INFO - Epoch [219][800/940] lr: 2.136e-02, eta: 10:10:56, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.5551, top5_acc: 0.7672, loss_cls: 1.9587, loss: 1.9587, grad_norm: 3.0490 2020-08-03 03:19:53,250 - mmaction - INFO - Epoch [219][820/940] lr: 2.136e-02, eta: 10:10:35, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.5617, top5_acc: 0.7785, loss_cls: 1.8810, loss: 1.8810, grad_norm: 3.1008 2020-08-03 03:20:13,550 - mmaction - INFO - Epoch [219][840/940] lr: 2.136e-02, eta: 10:10:14, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.5477, top5_acc: 0.7756, loss_cls: 1.9421, loss: 1.9421, grad_norm: 3.1344 2020-08-03 03:20:33,949 - mmaction - INFO - Epoch [219][860/940] lr: 2.136e-02, eta: 10:09:53, time: 1.025, data_time: 0.011, memory: 6199, top1_acc: 0.5502, top5_acc: 0.7678, loss_cls: 1.9389, loss: 1.9389, grad_norm: 3.0724 2020-08-03 03:20:54,218 - mmaction - INFO - Epoch [219][880/940] lr: 2.136e-02, eta: 10:09:31, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.5602, top5_acc: 0.7775, loss_cls: 1.9054, loss: 1.9054, grad_norm: 3.0950 2020-08-03 03:21:14,562 - mmaction - INFO - Epoch [219][900/940] lr: 2.136e-02, eta: 10:09:10, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.5518, top5_acc: 0.7760, loss_cls: 1.9197, loss: 1.9197, grad_norm: 3.1707 2020-08-03 03:21:34,730 - mmaction - INFO - Epoch [219][920/940] lr: 2.136e-02, eta: 10:08:49, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.5596, top5_acc: 0.7791, loss_cls: 1.9003, loss: 1.9003, grad_norm: 3.1351 2020-08-03 03:21:53,835 - mmaction - INFO - Epoch [219][940/940] lr: 2.136e-02, eta: 10:08:28, time: 0.954, data_time: 0.008, memory: 6199, top1_acc: 0.5489, top5_acc: 0.7729, loss_cls: 1.9470, loss: 1.9470, grad_norm: 3.1305 2020-08-03 03:22:24,477 - mmaction - INFO - Epoch [220][20/940] lr: 2.027e-02, eta: 10:08:08, time: 1.514, data_time: 0.498, memory: 6199, top1_acc: 0.5721, top5_acc: 0.7777, loss_cls: 1.8532, loss: 1.8532, grad_norm: 3.0832 2020-08-03 03:22:44,276 - mmaction - INFO - Epoch [220][40/940] lr: 2.027e-02, eta: 10:07:47, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.5615, top5_acc: 0.7834, loss_cls: 1.9125, loss: 1.9125, grad_norm: 3.1455 2020-08-03 03:23:03,694 - mmaction - INFO - Epoch [220][60/940] lr: 2.027e-02, eta: 10:07:26, time: 0.970, data_time: 0.008, memory: 6199, top1_acc: 0.5783, top5_acc: 0.7904, loss_cls: 1.8192, loss: 1.8192, grad_norm: 3.0822 2020-08-03 03:23:24,445 - mmaction - INFO - Epoch [220][80/940] lr: 2.027e-02, eta: 10:07:05, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.5654, top5_acc: 0.7832, loss_cls: 1.8907, loss: 1.8907, grad_norm: 3.0785 2020-08-03 03:23:44,469 - mmaction - INFO - Epoch [220][100/940] lr: 2.027e-02, eta: 10:06:44, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5521, top5_acc: 0.7756, loss_cls: 1.9346, loss: 1.9346, grad_norm: 3.1554 2020-08-03 03:24:05,192 - mmaction - INFO - Epoch [220][120/940] lr: 2.027e-02, eta: 10:06:23, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.5566, top5_acc: 0.7832, loss_cls: 1.8762, loss: 1.8762, grad_norm: 3.1065 2020-08-03 03:24:25,892 - mmaction - INFO - Epoch [220][140/940] lr: 2.027e-02, eta: 10:06:02, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.5506, top5_acc: 0.7707, loss_cls: 1.9291, loss: 1.9291, grad_norm: 3.2159 2020-08-03 03:24:46,331 - mmaction - INFO - Epoch [220][160/940] lr: 2.027e-02, eta: 10:05:41, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.5672, top5_acc: 0.7770, loss_cls: 1.8682, loss: 1.8682, grad_norm: 3.1080 2020-08-03 03:25:07,615 - mmaction - INFO - Epoch [220][180/940] lr: 2.027e-02, eta: 10:05:20, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.5436, top5_acc: 0.7717, loss_cls: 1.9432, loss: 1.9432, grad_norm: 3.1845 2020-08-03 03:25:28,272 - mmaction - INFO - Epoch [220][200/940] lr: 2.027e-02, eta: 10:04:59, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.5709, top5_acc: 0.7811, loss_cls: 1.8567, loss: 1.8567, grad_norm: 3.0453 2020-08-03 03:25:48,283 - mmaction - INFO - Epoch [220][220/940] lr: 2.027e-02, eta: 10:04:38, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7811, loss_cls: 1.8818, loss: 1.8818, grad_norm: 3.1387 2020-08-03 03:26:08,607 - mmaction - INFO - Epoch [220][240/940] lr: 2.027e-02, eta: 10:04:16, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5705, top5_acc: 0.7877, loss_cls: 1.8302, loss: 1.8302, grad_norm: 3.1111 2020-08-03 03:26:28,065 - mmaction - INFO - Epoch [220][260/940] lr: 2.027e-02, eta: 10:03:55, time: 0.972, data_time: 0.007, memory: 6199, top1_acc: 0.5563, top5_acc: 0.7699, loss_cls: 1.9076, loss: 1.9076, grad_norm: 3.1775 2020-08-03 03:26:48,330 - mmaction - INFO - Epoch [220][280/940] lr: 2.027e-02, eta: 10:03:34, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5637, top5_acc: 0.7734, loss_cls: 1.8951, loss: 1.8951, grad_norm: 3.1738 2020-08-03 03:27:09,244 - mmaction - INFO - Epoch [220][300/940] lr: 2.027e-02, eta: 10:03:13, time: 1.044, data_time: 0.008, memory: 6199, top1_acc: 0.5658, top5_acc: 0.7906, loss_cls: 1.8340, loss: 1.8340, grad_norm: 3.1631 2020-08-03 03:27:29,877 - mmaction - INFO - Epoch [220][320/940] lr: 2.027e-02, eta: 10:02:52, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.5590, top5_acc: 0.7791, loss_cls: 1.9235, loss: 1.9235, grad_norm: 3.1328 2020-08-03 03:27:50,754 - mmaction - INFO - Epoch [220][340/940] lr: 2.027e-02, eta: 10:02:31, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.5604, top5_acc: 0.7814, loss_cls: 1.8891, loss: 1.8891, grad_norm: 3.1553 2020-08-03 03:28:11,482 - mmaction - INFO - Epoch [220][360/940] lr: 2.027e-02, eta: 10:02:10, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.5502, top5_acc: 0.7723, loss_cls: 1.9289, loss: 1.9289, grad_norm: 3.1051 2020-08-03 03:28:31,349 - mmaction - INFO - Epoch [220][380/940] lr: 2.027e-02, eta: 10:01:49, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.5725, top5_acc: 0.7859, loss_cls: 1.8433, loss: 1.8433, grad_norm: 3.1221 2020-08-03 03:28:53,235 - mmaction - INFO - Epoch [220][400/940] lr: 2.027e-02, eta: 10:01:28, time: 1.092, data_time: 0.009, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7783, loss_cls: 1.9039, loss: 1.9039, grad_norm: 3.1935 2020-08-03 03:29:14,605 - mmaction - INFO - Epoch [220][420/940] lr: 2.027e-02, eta: 10:01:07, time: 1.072, data_time: 0.008, memory: 6199, top1_acc: 0.5605, top5_acc: 0.7727, loss_cls: 1.9135, loss: 1.9135, grad_norm: 3.2147 2020-08-03 03:29:34,973 - mmaction - INFO - Epoch [220][440/940] lr: 2.027e-02, eta: 10:00:46, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.5666, top5_acc: 0.7795, loss_cls: 1.8805, loss: 1.8805, grad_norm: 3.1546 2020-08-03 03:29:55,498 - mmaction - INFO - Epoch [220][460/940] lr: 2.027e-02, eta: 10:00:25, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.5623, top5_acc: 0.7883, loss_cls: 1.8598, loss: 1.8598, grad_norm: 3.1535 2020-08-03 03:30:16,259 - mmaction - INFO - Epoch [220][480/940] lr: 2.027e-02, eta: 10:00:04, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.5502, top5_acc: 0.7768, loss_cls: 1.9087, loss: 1.9087, grad_norm: 3.1881 2020-08-03 03:30:36,331 - mmaction - INFO - Epoch [220][500/940] lr: 2.027e-02, eta: 9:59:43, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5580, top5_acc: 0.7723, loss_cls: 1.9195, loss: 1.9195, grad_norm: 3.1772 2020-08-03 03:30:56,181 - mmaction - INFO - Epoch [220][520/940] lr: 2.027e-02, eta: 9:59:21, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5580, top5_acc: 0.7711, loss_cls: 1.9032, loss: 1.9032, grad_norm: 3.1135 2020-08-03 03:31:16,415 - mmaction - INFO - Epoch [220][540/940] lr: 2.027e-02, eta: 9:59:00, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7824, loss_cls: 1.9033, loss: 1.9033, grad_norm: 3.1956 2020-08-03 03:31:36,468 - mmaction - INFO - Epoch [220][560/940] lr: 2.027e-02, eta: 9:58:39, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.5584, top5_acc: 0.7812, loss_cls: 1.8966, loss: 1.8966, grad_norm: 3.1729 2020-08-03 03:31:56,614 - mmaction - INFO - Epoch [220][580/940] lr: 2.027e-02, eta: 9:58:18, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5627, top5_acc: 0.7768, loss_cls: 1.8826, loss: 1.8826, grad_norm: 3.1677 2020-08-03 03:32:16,649 - mmaction - INFO - Epoch [220][600/940] lr: 2.027e-02, eta: 9:57:57, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.5637, top5_acc: 0.7818, loss_cls: 1.8741, loss: 1.8741, grad_norm: 3.1940 2020-08-03 03:32:36,995 - mmaction - INFO - Epoch [220][620/940] lr: 2.027e-02, eta: 9:57:36, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5482, top5_acc: 0.7771, loss_cls: 1.9319, loss: 1.9319, grad_norm: 3.1850 2020-08-03 03:32:57,191 - mmaction - INFO - Epoch [220][640/940] lr: 2.027e-02, eta: 9:57:15, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.5604, top5_acc: 0.7699, loss_cls: 1.9221, loss: 1.9221, grad_norm: 3.1550 2020-08-03 03:33:17,359 - mmaction - INFO - Epoch [220][660/940] lr: 2.027e-02, eta: 9:56:54, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5652, top5_acc: 0.7766, loss_cls: 1.9058, loss: 1.9058, grad_norm: 3.1207 2020-08-03 03:33:37,159 - mmaction - INFO - Epoch [220][680/940] lr: 2.027e-02, eta: 9:56:32, time: 0.991, data_time: 0.004, memory: 6199, top1_acc: 0.5662, top5_acc: 0.7842, loss_cls: 1.8696, loss: 1.8696, grad_norm: 3.1569 2020-08-03 03:33:57,298 - mmaction - INFO - Epoch [220][700/940] lr: 2.027e-02, eta: 9:56:11, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5643, top5_acc: 0.7764, loss_cls: 1.8801, loss: 1.8801, grad_norm: 3.1422 2020-08-03 03:34:17,350 - mmaction - INFO - Epoch [220][720/940] lr: 2.027e-02, eta: 9:55:50, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.5531, top5_acc: 0.7643, loss_cls: 1.9422, loss: 1.9422, grad_norm: 3.1585 2020-08-03 03:34:37,263 - mmaction - INFO - Epoch [220][740/940] lr: 2.027e-02, eta: 9:55:29, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.5656, top5_acc: 0.7873, loss_cls: 1.8707, loss: 1.8707, grad_norm: 3.1701 2020-08-03 03:34:57,427 - mmaction - INFO - Epoch [220][760/940] lr: 2.027e-02, eta: 9:55:08, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.5652, top5_acc: 0.7766, loss_cls: 1.9103, loss: 1.9103, grad_norm: 3.1631 2020-08-03 03:35:17,454 - mmaction - INFO - Epoch [220][780/940] lr: 2.027e-02, eta: 9:54:47, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7809, loss_cls: 1.8988, loss: 1.8988, grad_norm: 3.1809 2020-08-03 03:35:37,699 - mmaction - INFO - Epoch [220][800/940] lr: 2.027e-02, eta: 9:54:25, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.5605, top5_acc: 0.7807, loss_cls: 1.8970, loss: 1.8970, grad_norm: 3.1300 2020-08-03 03:35:57,399 - mmaction - INFO - Epoch [220][820/940] lr: 2.027e-02, eta: 9:54:04, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.5543, top5_acc: 0.7805, loss_cls: 1.9055, loss: 1.9055, grad_norm: 3.1937 2020-08-03 03:36:17,297 - mmaction - INFO - Epoch [220][840/940] lr: 2.027e-02, eta: 9:53:43, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.5629, top5_acc: 0.7736, loss_cls: 1.8893, loss: 1.8893, grad_norm: 3.1610 2020-08-03 03:36:37,383 - mmaction - INFO - Epoch [220][860/940] lr: 2.027e-02, eta: 9:53:22, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.5691, top5_acc: 0.7812, loss_cls: 1.8631, loss: 1.8631, grad_norm: 3.1519 2020-08-03 03:36:57,500 - mmaction - INFO - Epoch [220][880/940] lr: 2.027e-02, eta: 9:53:01, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5684, top5_acc: 0.7764, loss_cls: 1.8829, loss: 1.8829, grad_norm: 3.1278 2020-08-03 03:37:17,598 - mmaction - INFO - Epoch [220][900/940] lr: 2.027e-02, eta: 9:52:40, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5588, top5_acc: 0.7771, loss_cls: 1.9202, loss: 1.9202, grad_norm: 3.0912 2020-08-03 03:37:37,485 - mmaction - INFO - Epoch [220][920/940] lr: 2.027e-02, eta: 9:52:19, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.5598, top5_acc: 0.7828, loss_cls: 1.8840, loss: 1.8840, grad_norm: 3.1424 2020-08-03 03:37:56,395 - mmaction - INFO - Epoch [220][940/940] lr: 2.027e-02, eta: 9:51:57, time: 0.941, data_time: 0.007, memory: 6199, top1_acc: 0.5625, top5_acc: 0.7825, loss_cls: 1.8712, loss: 1.8712, grad_norm: 3.1971 2020-08-03 03:37:56,659 - mmaction - INFO - Saving checkpoint at 220 epochs 2020-08-03 03:38:26,315 - mmaction - INFO - Epoch [221][20/940] lr: 1.920e-02, eta: 9:51:37, time: 1.376, data_time: 0.390, memory: 6199, top1_acc: 0.5570, top5_acc: 0.7779, loss_cls: 1.9014, loss: 1.9014, grad_norm: 3.2021 2020-08-03 03:38:46,377 - mmaction - INFO - Epoch [221][40/940] lr: 1.920e-02, eta: 9:51:16, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.5650, top5_acc: 0.7826, loss_cls: 1.8705, loss: 1.8705, grad_norm: 3.1396 2020-08-03 03:39:06,126 - mmaction - INFO - Epoch [221][60/940] lr: 1.920e-02, eta: 9:50:55, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8581, loss: 1.8581, grad_norm: 3.1467 2020-08-03 03:39:27,265 - mmaction - INFO - Epoch [221][80/940] lr: 1.920e-02, eta: 9:50:34, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7812, loss_cls: 1.8792, loss: 1.8792, grad_norm: 3.2196 2020-08-03 03:39:48,417 - mmaction - INFO - Epoch [221][100/940] lr: 1.920e-02, eta: 9:50:13, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7758, loss_cls: 1.8791, loss: 1.8791, grad_norm: 3.1494 2020-08-03 03:40:09,188 - mmaction - INFO - Epoch [221][120/940] lr: 1.920e-02, eta: 9:49:52, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.5535, top5_acc: 0.7762, loss_cls: 1.9096, loss: 1.9096, grad_norm: 3.2410 2020-08-03 03:40:29,514 - mmaction - INFO - Epoch [221][140/940] lr: 1.920e-02, eta: 9:49:31, time: 1.017, data_time: 0.004, memory: 6199, top1_acc: 0.5732, top5_acc: 0.7896, loss_cls: 1.8267, loss: 1.8267, grad_norm: 3.0936 2020-08-03 03:40:49,830 - mmaction - INFO - Epoch [221][160/940] lr: 1.920e-02, eta: 9:49:10, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.5773, top5_acc: 0.7887, loss_cls: 1.8283, loss: 1.8283, grad_norm: 3.0842 2020-08-03 03:41:10,088 - mmaction - INFO - Epoch [221][180/940] lr: 1.920e-02, eta: 9:48:49, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5650, top5_acc: 0.7852, loss_cls: 1.8522, loss: 1.8522, grad_norm: 3.1617 2020-08-03 03:41:30,273 - mmaction - INFO - Epoch [221][200/940] lr: 1.920e-02, eta: 9:48:28, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5695, top5_acc: 0.7797, loss_cls: 1.8512, loss: 1.8512, grad_norm: 3.1456 2020-08-03 03:41:50,729 - mmaction - INFO - Epoch [221][220/940] lr: 1.920e-02, eta: 9:48:06, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.5592, top5_acc: 0.7785, loss_cls: 1.8847, loss: 1.8847, grad_norm: 3.1569 2020-08-03 03:42:10,936 - mmaction - INFO - Epoch [221][240/940] lr: 1.920e-02, eta: 9:47:45, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.5746, top5_acc: 0.7869, loss_cls: 1.8651, loss: 1.8651, grad_norm: 3.1351 2020-08-03 03:42:31,260 - mmaction - INFO - Epoch [221][260/940] lr: 1.920e-02, eta: 9:47:24, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.5793, top5_acc: 0.7854, loss_cls: 1.8361, loss: 1.8361, grad_norm: 3.1631 2020-08-03 03:42:51,570 - mmaction - INFO - Epoch [221][280/940] lr: 1.920e-02, eta: 9:47:03, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5801, top5_acc: 0.7945, loss_cls: 1.8130, loss: 1.8130, grad_norm: 3.1953 2020-08-03 03:43:11,893 - mmaction - INFO - Epoch [221][300/940] lr: 1.920e-02, eta: 9:46:42, time: 1.013, data_time: 0.002, memory: 6199, top1_acc: 0.5705, top5_acc: 0.7855, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.1330 2020-08-03 03:43:32,270 - mmaction - INFO - Epoch [221][320/940] lr: 1.920e-02, eta: 9:46:21, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7816, loss_cls: 1.8719, loss: 1.8719, grad_norm: 3.1773 2020-08-03 03:43:52,516 - mmaction - INFO - Epoch [221][340/940] lr: 1.920e-02, eta: 9:46:00, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.5645, top5_acc: 0.7809, loss_cls: 1.8635, loss: 1.8635, grad_norm: 3.1805 2020-08-03 03:44:12,776 - mmaction - INFO - Epoch [221][360/940] lr: 1.920e-02, eta: 9:45:39, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.5590, top5_acc: 0.7721, loss_cls: 1.9207, loss: 1.9207, grad_norm: 3.2003 2020-08-03 03:44:32,907 - mmaction - INFO - Epoch [221][380/940] lr: 1.920e-02, eta: 9:45:18, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5512, top5_acc: 0.7812, loss_cls: 1.8888, loss: 1.8888, grad_norm: 3.2051 2020-08-03 03:44:53,247 - mmaction - INFO - Epoch [221][400/940] lr: 1.920e-02, eta: 9:44:56, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.5662, top5_acc: 0.7891, loss_cls: 1.8537, loss: 1.8537, grad_norm: 3.1624 2020-08-03 03:45:13,239 - mmaction - INFO - Epoch [221][420/940] lr: 1.920e-02, eta: 9:44:35, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.5596, top5_acc: 0.7801, loss_cls: 1.8963, loss: 1.8963, grad_norm: 3.2401 2020-08-03 03:45:33,363 - mmaction - INFO - Epoch [221][440/940] lr: 1.920e-02, eta: 9:44:14, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5768, top5_acc: 0.7832, loss_cls: 1.8321, loss: 1.8321, grad_norm: 3.1138 2020-08-03 03:45:53,947 - mmaction - INFO - Epoch [221][460/940] lr: 1.920e-02, eta: 9:43:53, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.5572, top5_acc: 0.7752, loss_cls: 1.9203, loss: 1.9203, grad_norm: 3.2184 2020-08-03 03:46:14,311 - mmaction - INFO - Epoch [221][480/940] lr: 1.920e-02, eta: 9:43:32, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.5680, top5_acc: 0.7906, loss_cls: 1.8422, loss: 1.8422, grad_norm: 3.1841 2020-08-03 03:46:34,825 - mmaction - INFO - Epoch [221][500/940] lr: 1.920e-02, eta: 9:43:11, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.5523, top5_acc: 0.7723, loss_cls: 1.9156, loss: 1.9156, grad_norm: 3.1798 2020-08-03 03:46:55,055 - mmaction - INFO - Epoch [221][520/940] lr: 1.920e-02, eta: 9:42:50, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5676, top5_acc: 0.7713, loss_cls: 1.8968, loss: 1.8968, grad_norm: 3.1625 2020-08-03 03:47:15,364 - mmaction - INFO - Epoch [221][540/940] lr: 1.920e-02, eta: 9:42:29, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.5660, top5_acc: 0.7852, loss_cls: 1.8721, loss: 1.8721, grad_norm: 3.1676 2020-08-03 03:47:35,630 - mmaction - INFO - Epoch [221][560/940] lr: 1.920e-02, eta: 9:42:08, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8956, loss: 1.8956, grad_norm: 3.2315 2020-08-03 03:47:55,935 - mmaction - INFO - Epoch [221][580/940] lr: 1.920e-02, eta: 9:41:47, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5697, top5_acc: 0.7898, loss_cls: 1.8395, loss: 1.8395, grad_norm: 3.1788 2020-08-03 03:48:16,192 - mmaction - INFO - Epoch [221][600/940] lr: 1.920e-02, eta: 9:41:25, time: 1.011, data_time: 0.003, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7832, loss_cls: 1.8617, loss: 1.8617, grad_norm: 3.1564 2020-08-03 03:48:36,638 - mmaction - INFO - Epoch [221][620/940] lr: 1.920e-02, eta: 9:41:04, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.5693, top5_acc: 0.7836, loss_cls: 1.8789, loss: 1.8789, grad_norm: 3.1785 2020-08-03 03:48:57,166 - mmaction - INFO - Epoch [221][640/940] lr: 1.920e-02, eta: 9:40:43, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.5629, top5_acc: 0.7729, loss_cls: 1.8852, loss: 1.8852, grad_norm: 3.1616 2020-08-03 03:49:17,546 - mmaction - INFO - Epoch [221][660/940] lr: 1.920e-02, eta: 9:40:22, time: 1.020, data_time: 0.009, memory: 6199, top1_acc: 0.5592, top5_acc: 0.7760, loss_cls: 1.8929, loss: 1.8929, grad_norm: 3.1801 2020-08-03 03:49:38,094 - mmaction - INFO - Epoch [221][680/940] lr: 1.920e-02, eta: 9:40:01, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.5648, top5_acc: 0.7828, loss_cls: 1.8570, loss: 1.8570, grad_norm: 3.1453 2020-08-03 03:49:58,012 - mmaction - INFO - Epoch [221][700/940] lr: 1.920e-02, eta: 9:39:40, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.5676, top5_acc: 0.7854, loss_cls: 1.8749, loss: 1.8749, grad_norm: 3.2152 2020-08-03 03:50:18,043 - mmaction - INFO - Epoch [221][720/940] lr: 1.920e-02, eta: 9:39:19, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5758, top5_acc: 0.7762, loss_cls: 1.8672, loss: 1.8672, grad_norm: 3.1544 2020-08-03 03:50:38,338 - mmaction - INFO - Epoch [221][740/940] lr: 1.920e-02, eta: 9:38:58, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.5631, top5_acc: 0.7842, loss_cls: 1.8447, loss: 1.8447, grad_norm: 3.1914 2020-08-03 03:50:58,793 - mmaction - INFO - Epoch [221][760/940] lr: 1.920e-02, eta: 9:38:37, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.5668, top5_acc: 0.7850, loss_cls: 1.8792, loss: 1.8792, grad_norm: 3.1614 2020-08-03 03:51:19,270 - mmaction - INFO - Epoch [221][780/940] lr: 1.920e-02, eta: 9:38:16, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.5693, top5_acc: 0.7877, loss_cls: 1.8587, loss: 1.8587, grad_norm: 3.1808 2020-08-03 03:51:39,362 - mmaction - INFO - Epoch [221][800/940] lr: 1.920e-02, eta: 9:37:54, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5508, top5_acc: 0.7732, loss_cls: 1.9538, loss: 1.9538, grad_norm: 3.2891 2020-08-03 03:52:00,373 - mmaction - INFO - Epoch [221][820/940] lr: 1.920e-02, eta: 9:37:33, time: 1.053, data_time: 0.010, memory: 6199, top1_acc: 0.5549, top5_acc: 0.7709, loss_cls: 1.9075, loss: 1.9075, grad_norm: 3.1881 2020-08-03 03:52:21,280 - mmaction - INFO - Epoch [221][840/940] lr: 1.920e-02, eta: 9:37:12, time: 1.043, data_time: 0.004, memory: 6199, top1_acc: 0.5730, top5_acc: 0.7816, loss_cls: 1.8859, loss: 1.8859, grad_norm: 3.1691 2020-08-03 03:52:42,548 - mmaction - INFO - Epoch [221][860/940] lr: 1.920e-02, eta: 9:36:52, time: 1.064, data_time: 0.009, memory: 6199, top1_acc: 0.5684, top5_acc: 0.7803, loss_cls: 1.8931, loss: 1.8931, grad_norm: 3.2096 2020-08-03 03:53:02,559 - mmaction - INFO - Epoch [221][880/940] lr: 1.920e-02, eta: 9:36:30, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.5619, top5_acc: 0.7760, loss_cls: 1.8942, loss: 1.8942, grad_norm: 3.1263 2020-08-03 03:53:23,382 - mmaction - INFO - Epoch [221][900/940] lr: 1.920e-02, eta: 9:36:09, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.5740, top5_acc: 0.7836, loss_cls: 1.8535, loss: 1.8535, grad_norm: 3.1427 2020-08-03 03:53:44,178 - mmaction - INFO - Epoch [221][920/940] lr: 1.920e-02, eta: 9:35:48, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.5684, top5_acc: 0.7855, loss_cls: 1.8610, loss: 1.8610, grad_norm: 3.2403 2020-08-03 03:54:03,630 - mmaction - INFO - Epoch [221][940/940] lr: 1.920e-02, eta: 9:35:27, time: 0.972, data_time: 0.009, memory: 6199, top1_acc: 0.5637, top5_acc: 0.7766, loss_cls: 1.8804, loss: 1.8804, grad_norm: 3.2718 2020-08-03 03:54:34,290 - mmaction - INFO - Epoch [222][20/940] lr: 1.817e-02, eta: 9:35:08, time: 1.516, data_time: 0.516, memory: 6199, top1_acc: 0.5668, top5_acc: 0.7840, loss_cls: 1.8545, loss: 1.8545, grad_norm: 3.2099 2020-08-03 03:54:54,026 - mmaction - INFO - Epoch [222][40/940] lr: 1.817e-02, eta: 9:34:46, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.5793, top5_acc: 0.7840, loss_cls: 1.8194, loss: 1.8194, grad_norm: 3.2151 2020-08-03 03:55:13,715 - mmaction - INFO - Epoch [222][60/940] lr: 1.817e-02, eta: 9:34:25, time: 0.983, data_time: 0.004, memory: 6199, top1_acc: 0.5672, top5_acc: 0.7885, loss_cls: 1.8398, loss: 1.8398, grad_norm: 3.1868 2020-08-03 03:55:34,277 - mmaction - INFO - Epoch [222][80/940] lr: 1.817e-02, eta: 9:34:04, time: 1.027, data_time: 0.006, memory: 6199, top1_acc: 0.5734, top5_acc: 0.7832, loss_cls: 1.8478, loss: 1.8478, grad_norm: 3.1825 2020-08-03 03:55:54,216 - mmaction - INFO - Epoch [222][100/940] lr: 1.817e-02, eta: 9:33:43, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5684, top5_acc: 0.7881, loss_cls: 1.8658, loss: 1.8658, grad_norm: 3.2249 2020-08-03 03:56:14,875 - mmaction - INFO - Epoch [222][120/940] lr: 1.817e-02, eta: 9:33:22, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.5557, top5_acc: 0.7756, loss_cls: 1.9137, loss: 1.9137, grad_norm: 3.2929 2020-08-03 03:56:34,738 - mmaction - INFO - Epoch [222][140/940] lr: 1.817e-02, eta: 9:33:01, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.5703, top5_acc: 0.7906, loss_cls: 1.8451, loss: 1.8451, grad_norm: 3.2230 2020-08-03 03:56:55,386 - mmaction - INFO - Epoch [222][160/940] lr: 1.817e-02, eta: 9:32:40, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.5652, top5_acc: 0.7828, loss_cls: 1.8600, loss: 1.8600, grad_norm: 3.2497 2020-08-03 03:57:17,123 - mmaction - INFO - Epoch [222][180/940] lr: 1.817e-02, eta: 9:32:19, time: 1.090, data_time: 0.007, memory: 6199, top1_acc: 0.5695, top5_acc: 0.7895, loss_cls: 1.8368, loss: 1.8368, grad_norm: 3.1878 2020-08-03 03:57:37,239 - mmaction - INFO - Epoch [222][200/940] lr: 1.817e-02, eta: 9:31:58, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.5623, top5_acc: 0.7791, loss_cls: 1.8662, loss: 1.8662, grad_norm: 3.2367 2020-08-03 03:57:57,988 - mmaction - INFO - Epoch [222][220/940] lr: 1.817e-02, eta: 9:31:37, time: 1.037, data_time: 0.003, memory: 6199, top1_acc: 0.5809, top5_acc: 0.7857, loss_cls: 1.8362, loss: 1.8362, grad_norm: 3.2087 2020-08-03 03:58:18,456 - mmaction - INFO - Epoch [222][240/940] lr: 1.817e-02, eta: 9:31:16, time: 1.023, data_time: 0.003, memory: 6199, top1_acc: 0.5693, top5_acc: 0.7781, loss_cls: 1.8633, loss: 1.8633, grad_norm: 3.2271 2020-08-03 03:58:40,054 - mmaction - INFO - Epoch [222][260/940] lr: 1.817e-02, eta: 9:30:55, time: 1.080, data_time: 0.006, memory: 6199, top1_acc: 0.5756, top5_acc: 0.7793, loss_cls: 1.8541, loss: 1.8541, grad_norm: 3.1967 2020-08-03 03:59:01,646 - mmaction - INFO - Epoch [222][280/940] lr: 1.817e-02, eta: 9:30:34, time: 1.079, data_time: 0.005, memory: 6199, top1_acc: 0.5594, top5_acc: 0.7693, loss_cls: 1.9139, loss: 1.9139, grad_norm: 3.2324 2020-08-03 03:59:21,860 - mmaction - INFO - Epoch [222][300/940] lr: 1.817e-02, eta: 9:30:13, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.5740, top5_acc: 0.7906, loss_cls: 1.8289, loss: 1.8289, grad_norm: 3.1338 2020-08-03 03:59:43,365 - mmaction - INFO - Epoch [222][320/940] lr: 1.817e-02, eta: 9:29:52, time: 1.077, data_time: 0.007, memory: 6199, top1_acc: 0.5701, top5_acc: 0.7840, loss_cls: 1.8395, loss: 1.8395, grad_norm: 3.2223 2020-08-03 04:00:06,122 - mmaction - INFO - Epoch [222][340/940] lr: 1.817e-02, eta: 9:29:31, time: 1.130, data_time: 0.007, memory: 6199, top1_acc: 0.5611, top5_acc: 0.7836, loss_cls: 1.8679, loss: 1.8679, grad_norm: 3.2927 2020-08-03 04:00:26,311 - mmaction - INFO - Epoch [222][360/940] lr: 1.817e-02, eta: 9:29:10, time: 1.017, data_time: 0.013, memory: 6199, top1_acc: 0.5652, top5_acc: 0.7816, loss_cls: 1.8546, loss: 1.8546, grad_norm: 3.2393 2020-08-03 04:00:47,381 - mmaction - INFO - Epoch [222][380/940] lr: 1.817e-02, eta: 9:28:49, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.5730, top5_acc: 0.7893, loss_cls: 1.8643, loss: 1.8643, grad_norm: 3.2696 2020-08-03 04:01:08,243 - mmaction - INFO - Epoch [222][400/940] lr: 1.817e-02, eta: 9:28:28, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8441, loss: 1.8441, grad_norm: 3.2033 2020-08-03 04:01:28,457 - mmaction - INFO - Epoch [222][420/940] lr: 1.817e-02, eta: 9:28:07, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.5818, top5_acc: 0.7932, loss_cls: 1.7898, loss: 1.7898, grad_norm: 3.1844 2020-08-03 04:01:48,821 - mmaction - INFO - Epoch [222][440/940] lr: 1.817e-02, eta: 9:27:46, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.5684, top5_acc: 0.7873, loss_cls: 1.8353, loss: 1.8353, grad_norm: 3.2902 2020-08-03 04:02:09,953 - mmaction - INFO - Epoch [222][460/940] lr: 1.817e-02, eta: 9:27:25, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.5666, top5_acc: 0.7854, loss_cls: 1.8379, loss: 1.8379, grad_norm: 3.2358 2020-08-03 04:02:30,050 - mmaction - INFO - Epoch [222][480/940] lr: 1.817e-02, eta: 9:27:04, time: 1.000, data_time: 0.004, memory: 6199, top1_acc: 0.5687, top5_acc: 0.7832, loss_cls: 1.8699, loss: 1.8699, grad_norm: 3.2115 2020-08-03 04:02:52,599 - mmaction - INFO - Epoch [222][500/940] lr: 1.817e-02, eta: 9:26:43, time: 1.130, data_time: 0.010, memory: 6199, top1_acc: 0.5779, top5_acc: 0.7906, loss_cls: 1.8203, loss: 1.8203, grad_norm: 3.2111 2020-08-03 04:03:12,798 - mmaction - INFO - Epoch [222][520/940] lr: 1.817e-02, eta: 9:26:22, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.5762, top5_acc: 0.7922, loss_cls: 1.8149, loss: 1.8149, grad_norm: 3.2353 2020-08-03 04:03:33,073 - mmaction - INFO - Epoch [222][540/940] lr: 1.817e-02, eta: 9:26:01, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5701, top5_acc: 0.7785, loss_cls: 1.8761, loss: 1.8761, grad_norm: 3.2408 2020-08-03 04:03:53,592 - mmaction - INFO - Epoch [222][560/940] lr: 1.817e-02, eta: 9:25:40, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.5686, top5_acc: 0.7865, loss_cls: 1.8440, loss: 1.8440, grad_norm: 3.2540 2020-08-03 04:04:14,643 - mmaction - INFO - Epoch [222][580/940] lr: 1.817e-02, eta: 9:25:19, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.5635, top5_acc: 0.7803, loss_cls: 1.8924, loss: 1.8924, grad_norm: 3.2649 2020-08-03 04:04:34,831 - mmaction - INFO - Epoch [222][600/940] lr: 1.817e-02, eta: 9:24:58, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5740, top5_acc: 0.7977, loss_cls: 1.8076, loss: 1.8076, grad_norm: 3.2041 2020-08-03 04:04:55,217 - mmaction - INFO - Epoch [222][620/940] lr: 1.817e-02, eta: 9:24:37, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5686, top5_acc: 0.7848, loss_cls: 1.8473, loss: 1.8473, grad_norm: 3.3283 2020-08-03 04:05:16,545 - mmaction - INFO - Epoch [222][640/940] lr: 1.817e-02, eta: 9:24:16, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.5617, top5_acc: 0.7773, loss_cls: 1.8858, loss: 1.8858, grad_norm: 3.2507 2020-08-03 04:05:37,317 - mmaction - INFO - Epoch [222][660/940] lr: 1.817e-02, eta: 9:23:55, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5824, top5_acc: 0.7812, loss_cls: 1.8342, loss: 1.8342, grad_norm: 3.2231 2020-08-03 04:05:57,633 - mmaction - INFO - Epoch [222][680/940] lr: 1.817e-02, eta: 9:23:33, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.5623, top5_acc: 0.7877, loss_cls: 1.8455, loss: 1.8455, grad_norm: 3.2599 2020-08-03 04:06:18,166 - mmaction - INFO - Epoch [222][700/940] lr: 1.817e-02, eta: 9:23:12, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.5693, top5_acc: 0.7877, loss_cls: 1.8458, loss: 1.8458, grad_norm: 3.2455 2020-08-03 04:06:39,128 - mmaction - INFO - Epoch [222][720/940] lr: 1.817e-02, eta: 9:22:51, time: 1.045, data_time: 0.005, memory: 6199, top1_acc: 0.5629, top5_acc: 0.7773, loss_cls: 1.8730, loss: 1.8730, grad_norm: 3.2138 2020-08-03 04:06:59,453 - mmaction - INFO - Epoch [222][740/940] lr: 1.817e-02, eta: 9:22:30, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5783, top5_acc: 0.7920, loss_cls: 1.7993, loss: 1.7993, grad_norm: 3.2095 2020-08-03 04:07:20,767 - mmaction - INFO - Epoch [222][760/940] lr: 1.817e-02, eta: 9:22:09, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.5623, top5_acc: 0.7871, loss_cls: 1.8385, loss: 1.8385, grad_norm: 3.2603 2020-08-03 04:07:41,649 - mmaction - INFO - Epoch [222][780/940] lr: 1.817e-02, eta: 9:21:48, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.5672, top5_acc: 0.7820, loss_cls: 1.8629, loss: 1.8629, grad_norm: 3.2487 2020-08-03 04:08:02,388 - mmaction - INFO - Epoch [222][800/940] lr: 1.817e-02, eta: 9:21:27, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.5727, top5_acc: 0.7887, loss_cls: 1.8267, loss: 1.8267, grad_norm: 3.1693 2020-08-03 04:08:23,307 - mmaction - INFO - Epoch [222][820/940] lr: 1.817e-02, eta: 9:21:06, time: 1.046, data_time: 0.003, memory: 6199, top1_acc: 0.5693, top5_acc: 0.7842, loss_cls: 1.8513, loss: 1.8513, grad_norm: 3.2344 2020-08-03 04:08:44,502 - mmaction - INFO - Epoch [222][840/940] lr: 1.817e-02, eta: 9:20:45, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.5668, top5_acc: 0.7785, loss_cls: 1.8855, loss: 1.8855, grad_norm: 3.2577 2020-08-03 04:09:04,851 - mmaction - INFO - Epoch [222][860/940] lr: 1.817e-02, eta: 9:20:24, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.5779, top5_acc: 0.7889, loss_cls: 1.8286, loss: 1.8286, grad_norm: 3.1093 2020-08-03 04:09:25,774 - mmaction - INFO - Epoch [222][880/940] lr: 1.817e-02, eta: 9:20:03, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.5660, top5_acc: 0.7918, loss_cls: 1.8355, loss: 1.8355, grad_norm: 3.2486 2020-08-03 04:09:47,335 - mmaction - INFO - Epoch [222][900/940] lr: 1.817e-02, eta: 9:19:42, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.5834, top5_acc: 0.7893, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.2218 2020-08-03 04:10:08,384 - mmaction - INFO - Epoch [222][920/940] lr: 1.817e-02, eta: 9:19:21, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.5717, top5_acc: 0.7887, loss_cls: 1.8510, loss: 1.8510, grad_norm: 3.2317 2020-08-03 04:10:27,071 - mmaction - INFO - Epoch [222][940/940] lr: 1.817e-02, eta: 9:19:00, time: 0.936, data_time: 0.006, memory: 6199, top1_acc: 0.5625, top5_acc: 0.7810, loss_cls: 1.8800, loss: 1.8800, grad_norm: 3.3148 2020-08-03 04:10:59,549 - mmaction - INFO - Epoch [223][20/940] lr: 1.716e-02, eta: 9:18:41, time: 1.595, data_time: 0.585, memory: 6199, top1_acc: 0.5906, top5_acc: 0.7902, loss_cls: 1.7901, loss: 1.7901, grad_norm: 3.1893 2020-08-03 04:11:19,334 - mmaction - INFO - Epoch [223][40/940] lr: 1.716e-02, eta: 9:18:20, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.5814, top5_acc: 0.7930, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.1571 2020-08-03 04:11:40,950 - mmaction - INFO - Epoch [223][60/940] lr: 1.716e-02, eta: 9:17:59, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.5730, top5_acc: 0.7867, loss_cls: 1.8311, loss: 1.8311, grad_norm: 3.1728 2020-08-03 04:12:01,524 - mmaction - INFO - Epoch [223][80/940] lr: 1.716e-02, eta: 9:17:38, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.5715, top5_acc: 0.7877, loss_cls: 1.8145, loss: 1.8145, grad_norm: 3.2715 2020-08-03 04:12:21,888 - mmaction - INFO - Epoch [223][100/940] lr: 1.716e-02, eta: 9:17:17, time: 1.016, data_time: 0.002, memory: 6199, top1_acc: 0.5844, top5_acc: 0.7963, loss_cls: 1.8001, loss: 1.8001, grad_norm: 3.2224 2020-08-03 04:12:42,067 - mmaction - INFO - Epoch [223][120/940] lr: 1.716e-02, eta: 9:16:55, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.5734, top5_acc: 0.7959, loss_cls: 1.8078, loss: 1.8078, grad_norm: 3.2689 2020-08-03 04:13:02,786 - mmaction - INFO - Epoch [223][140/940] lr: 1.716e-02, eta: 9:16:34, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.5707, top5_acc: 0.7824, loss_cls: 1.8415, loss: 1.8415, grad_norm: 3.2246 2020-08-03 04:13:23,800 - mmaction - INFO - Epoch [223][160/940] lr: 1.716e-02, eta: 9:16:13, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.5600, top5_acc: 0.7789, loss_cls: 1.9003, loss: 1.9003, grad_norm: 3.3636 2020-08-03 04:13:44,398 - mmaction - INFO - Epoch [223][180/940] lr: 1.716e-02, eta: 9:15:52, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.5916, top5_acc: 0.7998, loss_cls: 1.7598, loss: 1.7598, grad_norm: 3.2138 2020-08-03 04:14:05,493 - mmaction - INFO - Epoch [223][200/940] lr: 1.716e-02, eta: 9:15:31, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.5842, top5_acc: 0.7885, loss_cls: 1.8039, loss: 1.8039, grad_norm: 3.2402 2020-08-03 04:14:25,636 - mmaction - INFO - Epoch [223][220/940] lr: 1.716e-02, eta: 9:15:10, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.5771, top5_acc: 0.7947, loss_cls: 1.8114, loss: 1.8114, grad_norm: 3.2579 2020-08-03 04:14:46,929 - mmaction - INFO - Epoch [223][240/940] lr: 1.716e-02, eta: 9:14:49, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.5770, top5_acc: 0.7846, loss_cls: 1.8413, loss: 1.8413, grad_norm: 3.2614 2020-08-03 04:15:07,106 - mmaction - INFO - Epoch [223][260/940] lr: 1.716e-02, eta: 9:14:28, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5758, top5_acc: 0.7920, loss_cls: 1.8191, loss: 1.8191, grad_norm: 3.2949 2020-08-03 04:15:28,346 - mmaction - INFO - Epoch [223][280/940] lr: 1.716e-02, eta: 9:14:07, time: 1.060, data_time: 0.003, memory: 6199, top1_acc: 0.5656, top5_acc: 0.7830, loss_cls: 1.8454, loss: 1.8454, grad_norm: 3.2980 2020-08-03 04:15:49,565 - mmaction - INFO - Epoch [223][300/940] lr: 1.716e-02, eta: 9:13:46, time: 1.063, data_time: 0.008, memory: 6199, top1_acc: 0.5752, top5_acc: 0.7885, loss_cls: 1.8457, loss: 1.8457, grad_norm: 3.2741 2020-08-03 04:16:10,888 - mmaction - INFO - Epoch [223][320/940] lr: 1.716e-02, eta: 9:13:25, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.5686, top5_acc: 0.7789, loss_cls: 1.8763, loss: 1.8763, grad_norm: 3.2806 2020-08-03 04:16:30,800 - mmaction - INFO - Epoch [223][340/940] lr: 1.716e-02, eta: 9:13:04, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5730, top5_acc: 0.7896, loss_cls: 1.8561, loss: 1.8561, grad_norm: 3.2106 2020-08-03 04:16:51,278 - mmaction - INFO - Epoch [223][360/940] lr: 1.716e-02, eta: 9:12:43, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.5754, top5_acc: 0.7869, loss_cls: 1.8438, loss: 1.8438, grad_norm: 3.2646 2020-08-03 04:17:12,768 - mmaction - INFO - Epoch [223][380/940] lr: 1.716e-02, eta: 9:12:22, time: 1.072, data_time: 0.006, memory: 6199, top1_acc: 0.5854, top5_acc: 0.7904, loss_cls: 1.8000, loss: 1.8000, grad_norm: 3.2449 2020-08-03 04:17:32,986 - mmaction - INFO - Epoch [223][400/940] lr: 1.716e-02, eta: 9:12:01, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5734, top5_acc: 0.7904, loss_cls: 1.7960, loss: 1.7960, grad_norm: 3.2377 2020-08-03 04:17:53,885 - mmaction - INFO - Epoch [223][420/940] lr: 1.716e-02, eta: 9:11:40, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.5723, top5_acc: 0.7857, loss_cls: 1.8418, loss: 1.8418, grad_norm: 3.3104 2020-08-03 04:18:15,122 - mmaction - INFO - Epoch [223][440/940] lr: 1.716e-02, eta: 9:11:19, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.5811, top5_acc: 0.7941, loss_cls: 1.8106, loss: 1.8106, grad_norm: 3.2553 2020-08-03 04:18:35,220 - mmaction - INFO - Epoch [223][460/940] lr: 1.716e-02, eta: 9:10:58, time: 1.010, data_time: 0.012, memory: 6199, top1_acc: 0.5658, top5_acc: 0.7871, loss_cls: 1.8430, loss: 1.8430, grad_norm: 3.2580 2020-08-03 04:18:55,238 - mmaction - INFO - Epoch [223][480/940] lr: 1.716e-02, eta: 9:10:37, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.5781, top5_acc: 0.7881, loss_cls: 1.8305, loss: 1.8305, grad_norm: 3.2413 2020-08-03 04:19:15,484 - mmaction - INFO - Epoch [223][500/940] lr: 1.716e-02, eta: 9:10:16, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5764, top5_acc: 0.7863, loss_cls: 1.8329, loss: 1.8329, grad_norm: 3.2722 2020-08-03 04:19:35,548 - mmaction - INFO - Epoch [223][520/940] lr: 1.716e-02, eta: 9:09:55, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.5697, top5_acc: 0.7785, loss_cls: 1.8738, loss: 1.8738, grad_norm: 3.3007 2020-08-03 04:19:55,707 - mmaction - INFO - Epoch [223][540/940] lr: 1.716e-02, eta: 9:09:34, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5803, top5_acc: 0.7891, loss_cls: 1.8242, loss: 1.8242, grad_norm: 3.2738 2020-08-03 04:20:16,020 - mmaction - INFO - Epoch [223][560/940] lr: 1.716e-02, eta: 9:09:13, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8210, loss: 1.8210, grad_norm: 3.2303 2020-08-03 04:20:35,931 - mmaction - INFO - Epoch [223][580/940] lr: 1.716e-02, eta: 9:08:51, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5760, top5_acc: 0.7844, loss_cls: 1.8464, loss: 1.8464, grad_norm: 3.2794 2020-08-03 04:20:56,206 - mmaction - INFO - Epoch [223][600/940] lr: 1.716e-02, eta: 9:08:30, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5705, top5_acc: 0.7889, loss_cls: 1.8405, loss: 1.8405, grad_norm: 3.3089 2020-08-03 04:21:16,359 - mmaction - INFO - Epoch [223][620/940] lr: 1.716e-02, eta: 9:08:09, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.5838, top5_acc: 0.7986, loss_cls: 1.7740, loss: 1.7740, grad_norm: 3.2741 2020-08-03 04:21:36,333 - mmaction - INFO - Epoch [223][640/940] lr: 1.716e-02, eta: 9:07:48, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5660, top5_acc: 0.7787, loss_cls: 1.8864, loss: 1.8864, grad_norm: 3.3133 2020-08-03 04:21:56,485 - mmaction - INFO - Epoch [223][660/940] lr: 1.716e-02, eta: 9:07:27, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5752, top5_acc: 0.7871, loss_cls: 1.8588, loss: 1.8588, grad_norm: 3.2959 2020-08-03 04:22:16,662 - mmaction - INFO - Epoch [223][680/940] lr: 1.716e-02, eta: 9:07:06, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8242, loss: 1.8242, grad_norm: 3.2459 2020-08-03 04:22:36,748 - mmaction - INFO - Epoch [223][700/940] lr: 1.716e-02, eta: 9:06:45, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5713, top5_acc: 0.7773, loss_cls: 1.8727, loss: 1.8727, grad_norm: 3.2964 2020-08-03 04:22:56,982 - mmaction - INFO - Epoch [223][720/940] lr: 1.716e-02, eta: 9:06:24, time: 1.012, data_time: 0.011, memory: 6199, top1_acc: 0.5746, top5_acc: 0.7914, loss_cls: 1.8175, loss: 1.8175, grad_norm: 3.2323 2020-08-03 04:23:17,024 - mmaction - INFO - Epoch [223][740/940] lr: 1.716e-02, eta: 9:06:02, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.5687, top5_acc: 0.7854, loss_cls: 1.8631, loss: 1.8631, grad_norm: 3.2735 2020-08-03 04:23:37,176 - mmaction - INFO - Epoch [223][760/940] lr: 1.716e-02, eta: 9:05:41, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5793, top5_acc: 0.8006, loss_cls: 1.7962, loss: 1.7962, grad_norm: 3.2488 2020-08-03 04:23:57,543 - mmaction - INFO - Epoch [223][780/940] lr: 1.716e-02, eta: 9:05:20, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.5695, top5_acc: 0.7787, loss_cls: 1.8800, loss: 1.8800, grad_norm: 3.2802 2020-08-03 04:24:17,736 - mmaction - INFO - Epoch [223][800/940] lr: 1.716e-02, eta: 9:04:59, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5611, top5_acc: 0.7801, loss_cls: 1.8568, loss: 1.8568, grad_norm: 3.3167 2020-08-03 04:24:37,760 - mmaction - INFO - Epoch [223][820/940] lr: 1.716e-02, eta: 9:04:38, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5654, top5_acc: 0.7803, loss_cls: 1.8872, loss: 1.8872, grad_norm: 3.3398 2020-08-03 04:24:57,924 - mmaction - INFO - Epoch [223][840/940] lr: 1.716e-02, eta: 9:04:17, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.5654, top5_acc: 0.7824, loss_cls: 1.8548, loss: 1.8548, grad_norm: 3.2698 2020-08-03 04:25:18,353 - mmaction - INFO - Epoch [223][860/940] lr: 1.716e-02, eta: 9:03:56, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.5666, top5_acc: 0.7816, loss_cls: 1.8871, loss: 1.8871, grad_norm: 3.3060 2020-08-03 04:25:38,380 - mmaction - INFO - Epoch [223][880/940] lr: 1.716e-02, eta: 9:03:35, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.5586, top5_acc: 0.7762, loss_cls: 1.8717, loss: 1.8717, grad_norm: 3.2679 2020-08-03 04:25:58,653 - mmaction - INFO - Epoch [223][900/940] lr: 1.716e-02, eta: 9:03:14, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5639, top5_acc: 0.7725, loss_cls: 1.8824, loss: 1.8824, grad_norm: 3.2987 2020-08-03 04:26:18,608 - mmaction - INFO - Epoch [223][920/940] lr: 1.716e-02, eta: 9:02:52, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.5633, top5_acc: 0.7795, loss_cls: 1.8670, loss: 1.8670, grad_norm: 3.3155 2020-08-03 04:26:37,429 - mmaction - INFO - Epoch [223][940/940] lr: 1.716e-02, eta: 9:02:31, time: 0.939, data_time: 0.005, memory: 6199, top1_acc: 0.5550, top5_acc: 0.7772, loss_cls: 1.9045, loss: 1.9045, grad_norm: 3.3012 2020-08-03 04:27:07,926 - mmaction - INFO - Epoch [224][20/940] lr: 1.618e-02, eta: 9:02:12, time: 1.503, data_time: 0.437, memory: 6199, top1_acc: 0.5768, top5_acc: 0.7916, loss_cls: 1.8125, loss: 1.8125, grad_norm: 3.2083 2020-08-03 04:27:27,314 - mmaction - INFO - Epoch [224][40/940] lr: 1.618e-02, eta: 9:01:50, time: 0.969, data_time: 0.010, memory: 6199, top1_acc: 0.5826, top5_acc: 0.7932, loss_cls: 1.7776, loss: 1.7776, grad_norm: 3.1993 2020-08-03 04:27:47,483 - mmaction - INFO - Epoch [224][60/940] lr: 1.618e-02, eta: 9:01:29, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5814, top5_acc: 0.7963, loss_cls: 1.7723, loss: 1.7723, grad_norm: 3.2397 2020-08-03 04:28:08,016 - mmaction - INFO - Epoch [224][80/940] lr: 1.618e-02, eta: 9:01:08, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.5809, top5_acc: 0.7914, loss_cls: 1.7818, loss: 1.7818, grad_norm: 3.2654 2020-08-03 04:28:28,156 - mmaction - INFO - Epoch [224][100/940] lr: 1.618e-02, eta: 9:00:47, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5734, top5_acc: 0.7916, loss_cls: 1.7974, loss: 1.7974, grad_norm: 3.3239 2020-08-03 04:28:48,181 - mmaction - INFO - Epoch [224][120/940] lr: 1.618e-02, eta: 9:00:26, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5824, top5_acc: 0.7908, loss_cls: 1.7728, loss: 1.7728, grad_norm: 3.1975 2020-08-03 04:29:08,598 - mmaction - INFO - Epoch [224][140/940] lr: 1.618e-02, eta: 9:00:05, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.5689, top5_acc: 0.7793, loss_cls: 1.8499, loss: 1.8499, grad_norm: 3.3276 2020-08-03 04:29:29,307 - mmaction - INFO - Epoch [224][160/940] lr: 1.618e-02, eta: 8:59:44, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.5717, top5_acc: 0.7916, loss_cls: 1.8129, loss: 1.8129, grad_norm: 3.3211 2020-08-03 04:29:50,153 - mmaction - INFO - Epoch [224][180/940] lr: 1.618e-02, eta: 8:59:23, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.5762, top5_acc: 0.7826, loss_cls: 1.8271, loss: 1.8271, grad_norm: 3.2529 2020-08-03 04:30:11,527 - mmaction - INFO - Epoch [224][200/940] lr: 1.618e-02, eta: 8:59:02, time: 1.068, data_time: 0.010, memory: 6199, top1_acc: 0.5750, top5_acc: 0.7865, loss_cls: 1.8489, loss: 1.8489, grad_norm: 3.2730 2020-08-03 04:30:31,218 - mmaction - INFO - Epoch [224][220/940] lr: 1.618e-02, eta: 8:58:41, time: 0.985, data_time: 0.003, memory: 6199, top1_acc: 0.5656, top5_acc: 0.7816, loss_cls: 1.8617, loss: 1.8617, grad_norm: 3.3408 2020-08-03 04:30:52,319 - mmaction - INFO - Epoch [224][240/940] lr: 1.618e-02, eta: 8:58:20, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.5721, top5_acc: 0.7799, loss_cls: 1.8692, loss: 1.8692, grad_norm: 3.2893 2020-08-03 04:31:12,831 - mmaction - INFO - Epoch [224][260/940] lr: 1.618e-02, eta: 8:57:59, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.5793, top5_acc: 0.7930, loss_cls: 1.8041, loss: 1.8041, grad_norm: 3.2159 2020-08-03 04:31:33,634 - mmaction - INFO - Epoch [224][280/940] lr: 1.618e-02, eta: 8:57:38, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.5781, top5_acc: 0.7932, loss_cls: 1.7870, loss: 1.7870, grad_norm: 3.2895 2020-08-03 04:31:53,952 - mmaction - INFO - Epoch [224][300/940] lr: 1.618e-02, eta: 8:57:17, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.5799, top5_acc: 0.8008, loss_cls: 1.7724, loss: 1.7724, grad_norm: 3.2803 2020-08-03 04:32:14,373 - mmaction - INFO - Epoch [224][320/940] lr: 1.618e-02, eta: 8:56:55, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.5674, top5_acc: 0.7883, loss_cls: 1.8458, loss: 1.8458, grad_norm: 3.3666 2020-08-03 04:32:34,036 - mmaction - INFO - Epoch [224][340/940] lr: 1.618e-02, eta: 8:56:34, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.5766, top5_acc: 0.7803, loss_cls: 1.8582, loss: 1.8582, grad_norm: 3.2883 2020-08-03 04:32:54,253 - mmaction - INFO - Epoch [224][360/940] lr: 1.618e-02, eta: 8:56:13, time: 1.011, data_time: 0.003, memory: 6199, top1_acc: 0.5756, top5_acc: 0.7924, loss_cls: 1.8217, loss: 1.8217, grad_norm: 3.2358 2020-08-03 04:33:14,606 - mmaction - INFO - Epoch [224][380/940] lr: 1.618e-02, eta: 8:55:52, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.5818, top5_acc: 0.7980, loss_cls: 1.7799, loss: 1.7799, grad_norm: 3.2978 2020-08-03 04:33:35,521 - mmaction - INFO - Epoch [224][400/940] lr: 1.618e-02, eta: 8:55:31, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.5898, top5_acc: 0.7986, loss_cls: 1.7480, loss: 1.7480, grad_norm: 3.2907 2020-08-03 04:33:56,523 - mmaction - INFO - Epoch [224][420/940] lr: 1.618e-02, eta: 8:55:10, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.5848, top5_acc: 0.7863, loss_cls: 1.8466, loss: 1.8466, grad_norm: 3.3406 2020-08-03 04:34:16,861 - mmaction - INFO - Epoch [224][440/940] lr: 1.618e-02, eta: 8:54:49, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.5662, top5_acc: 0.7797, loss_cls: 1.8679, loss: 1.8679, grad_norm: 3.3716 2020-08-03 04:34:37,878 - mmaction - INFO - Epoch [224][460/940] lr: 1.618e-02, eta: 8:54:28, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.5887, top5_acc: 0.7969, loss_cls: 1.7788, loss: 1.7788, grad_norm: 3.2660 2020-08-03 04:34:57,982 - mmaction - INFO - Epoch [224][480/940] lr: 1.618e-02, eta: 8:54:07, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5859, top5_acc: 0.7994, loss_cls: 1.7713, loss: 1.7713, grad_norm: 3.2957 2020-08-03 04:35:19,603 - mmaction - INFO - Epoch [224][500/940] lr: 1.618e-02, eta: 8:53:46, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.5730, top5_acc: 0.7824, loss_cls: 1.8433, loss: 1.8433, grad_norm: 3.3782 2020-08-03 04:35:39,866 - mmaction - INFO - Epoch [224][520/940] lr: 1.618e-02, eta: 8:53:25, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.5777, top5_acc: 0.7924, loss_cls: 1.8032, loss: 1.8032, grad_norm: 3.2761 2020-08-03 04:36:00,108 - mmaction - INFO - Epoch [224][540/940] lr: 1.618e-02, eta: 8:53:04, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.5652, top5_acc: 0.7896, loss_cls: 1.8435, loss: 1.8435, grad_norm: 3.3191 2020-08-03 04:36:20,126 - mmaction - INFO - Epoch [224][560/940] lr: 1.618e-02, eta: 8:52:43, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.5729, top5_acc: 0.7857, loss_cls: 1.8460, loss: 1.8460, grad_norm: 3.3583 2020-08-03 04:36:40,289 - mmaction - INFO - Epoch [224][580/940] lr: 1.618e-02, eta: 8:52:22, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.5859, top5_acc: 0.7990, loss_cls: 1.7828, loss: 1.7828, grad_norm: 3.3399 2020-08-03 04:37:01,025 - mmaction - INFO - Epoch [224][600/940] lr: 1.618e-02, eta: 8:52:01, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.5766, top5_acc: 0.7865, loss_cls: 1.8322, loss: 1.8322, grad_norm: 3.3218 2020-08-03 04:37:21,156 - mmaction - INFO - Epoch [224][620/940] lr: 1.618e-02, eta: 8:51:39, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5687, top5_acc: 0.7881, loss_cls: 1.8422, loss: 1.8422, grad_norm: 3.3311 2020-08-03 04:37:41,694 - mmaction - INFO - Epoch [224][640/940] lr: 1.618e-02, eta: 8:51:18, time: 1.026, data_time: 0.002, memory: 6199, top1_acc: 0.5832, top5_acc: 0.8008, loss_cls: 1.7464, loss: 1.7464, grad_norm: 3.2679 2020-08-03 04:38:02,055 - mmaction - INFO - Epoch [224][660/940] lr: 1.618e-02, eta: 8:50:57, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.5705, top5_acc: 0.7803, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.3319 2020-08-03 04:38:23,116 - mmaction - INFO - Epoch [224][680/940] lr: 1.618e-02, eta: 8:50:36, time: 1.054, data_time: 0.004, memory: 6199, top1_acc: 0.5834, top5_acc: 0.7854, loss_cls: 1.8281, loss: 1.8281, grad_norm: 3.2432 2020-08-03 04:38:44,029 - mmaction - INFO - Epoch [224][700/940] lr: 1.618e-02, eta: 8:50:15, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.5752, top5_acc: 0.7904, loss_cls: 1.8112, loss: 1.8112, grad_norm: 3.2833 2020-08-03 04:39:04,508 - mmaction - INFO - Epoch [224][720/940] lr: 1.618e-02, eta: 8:49:54, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.5820, top5_acc: 0.7891, loss_cls: 1.8079, loss: 1.8079, grad_norm: 3.3229 2020-08-03 04:39:24,381 - mmaction - INFO - Epoch [224][740/940] lr: 1.618e-02, eta: 8:49:33, time: 0.995, data_time: 0.010, memory: 6199, top1_acc: 0.5748, top5_acc: 0.7824, loss_cls: 1.8248, loss: 1.8248, grad_norm: 3.3507 2020-08-03 04:39:44,251 - mmaction - INFO - Epoch [224][760/940] lr: 1.618e-02, eta: 8:49:12, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5711, top5_acc: 0.7871, loss_cls: 1.8431, loss: 1.8431, grad_norm: 3.3650 2020-08-03 04:40:04,507 - mmaction - INFO - Epoch [224][780/940] lr: 1.618e-02, eta: 8:48:51, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.5674, top5_acc: 0.7873, loss_cls: 1.8185, loss: 1.8185, grad_norm: 3.3748 2020-08-03 04:40:24,593 - mmaction - INFO - Epoch [224][800/940] lr: 1.618e-02, eta: 8:48:30, time: 1.003, data_time: 0.003, memory: 6199, top1_acc: 0.5646, top5_acc: 0.7846, loss_cls: 1.8903, loss: 1.8903, grad_norm: 3.3698 2020-08-03 04:40:44,749 - mmaction - INFO - Epoch [224][820/940] lr: 1.618e-02, eta: 8:48:09, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.5766, top5_acc: 0.7877, loss_cls: 1.8146, loss: 1.8146, grad_norm: 3.2542 2020-08-03 04:41:05,066 - mmaction - INFO - Epoch [224][840/940] lr: 1.618e-02, eta: 8:47:48, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.5639, top5_acc: 0.7811, loss_cls: 1.8595, loss: 1.8595, grad_norm: 3.4089 2020-08-03 04:41:25,206 - mmaction - INFO - Epoch [224][860/940] lr: 1.618e-02, eta: 8:47:27, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.8040, loss: 1.8040, grad_norm: 3.3314 2020-08-03 04:41:45,545 - mmaction - INFO - Epoch [224][880/940] lr: 1.618e-02, eta: 8:47:05, time: 1.018, data_time: 0.008, memory: 6199, top1_acc: 0.5809, top5_acc: 0.7906, loss_cls: 1.8164, loss: 1.8164, grad_norm: 3.3032 2020-08-03 04:42:05,605 - mmaction - INFO - Epoch [224][900/940] lr: 1.618e-02, eta: 8:46:44, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.5768, top5_acc: 0.7885, loss_cls: 1.8191, loss: 1.8191, grad_norm: 3.3149 2020-08-03 04:42:25,726 - mmaction - INFO - Epoch [224][920/940] lr: 1.618e-02, eta: 8:46:23, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.5721, top5_acc: 0.7879, loss_cls: 1.8232, loss: 1.8232, grad_norm: 3.3536 2020-08-03 04:42:44,538 - mmaction - INFO - Epoch [224][940/940] lr: 1.618e-02, eta: 8:46:02, time: 0.942, data_time: 0.008, memory: 6199, top1_acc: 0.5724, top5_acc: 0.7896, loss_cls: 1.8341, loss: 1.8341, grad_norm: 3.3762 2020-08-03 04:42:44,946 - mmaction - INFO - Saving checkpoint at 224 epochs 2020-08-03 04:43:14,863 - mmaction - INFO - Epoch [225][20/940] lr: 1.522e-02, eta: 8:45:42, time: 1.394, data_time: 0.408, memory: 6199, top1_acc: 0.5896, top5_acc: 0.7932, loss_cls: 1.7998, loss: 1.7998, grad_norm: 3.2976 2020-08-03 04:43:34,587 - mmaction - INFO - Epoch [225][40/940] lr: 1.522e-02, eta: 8:45:21, time: 0.983, data_time: 0.006, memory: 6199, top1_acc: 0.5869, top5_acc: 0.7926, loss_cls: 1.7968, loss: 1.7968, grad_norm: 3.2515 2020-08-03 04:43:54,283 - mmaction - INFO - Epoch [225][60/940] lr: 1.522e-02, eta: 8:45:00, time: 0.987, data_time: 0.008, memory: 6199, top1_acc: 0.5881, top5_acc: 0.7957, loss_cls: 1.7934, loss: 1.7934, grad_norm: 3.2864 2020-08-03 04:44:15,066 - mmaction - INFO - Epoch [225][80/940] lr: 1.522e-02, eta: 8:44:39, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.5752, top5_acc: 0.7863, loss_cls: 1.8254, loss: 1.8254, grad_norm: 3.3786 2020-08-03 04:44:34,914 - mmaction - INFO - Epoch [225][100/940] lr: 1.522e-02, eta: 8:44:17, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.5785, top5_acc: 0.7955, loss_cls: 1.7834, loss: 1.7834, grad_norm: 3.3565 2020-08-03 04:44:54,651 - mmaction - INFO - Epoch [225][120/940] lr: 1.522e-02, eta: 8:43:56, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.5723, top5_acc: 0.7879, loss_cls: 1.8093, loss: 1.8093, grad_norm: 3.3685 2020-08-03 04:45:14,306 - mmaction - INFO - Epoch [225][140/940] lr: 1.522e-02, eta: 8:43:35, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.5760, top5_acc: 0.7920, loss_cls: 1.7911, loss: 1.7911, grad_norm: 3.3490 2020-08-03 04:45:34,474 - mmaction - INFO - Epoch [225][160/940] lr: 1.522e-02, eta: 8:43:14, time: 1.012, data_time: 0.010, memory: 6199, top1_acc: 0.5926, top5_acc: 0.7924, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.3662 2020-08-03 04:45:54,697 - mmaction - INFO - Epoch [225][180/940] lr: 1.522e-02, eta: 8:42:53, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5838, top5_acc: 0.7994, loss_cls: 1.7831, loss: 1.7831, grad_norm: 3.3253 2020-08-03 04:46:14,706 - mmaction - INFO - Epoch [225][200/940] lr: 1.522e-02, eta: 8:42:32, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.5844, top5_acc: 0.7982, loss_cls: 1.7358, loss: 1.7358, grad_norm: 3.2909 2020-08-03 04:46:35,273 - mmaction - INFO - Epoch [225][220/940] lr: 1.522e-02, eta: 8:42:11, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.5676, top5_acc: 0.7861, loss_cls: 1.8471, loss: 1.8471, grad_norm: 3.4209 2020-08-03 04:46:55,427 - mmaction - INFO - Epoch [225][240/940] lr: 1.522e-02, eta: 8:41:50, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5830, top5_acc: 0.7846, loss_cls: 1.8249, loss: 1.8249, grad_norm: 3.2949 2020-08-03 04:47:15,271 - mmaction - INFO - Epoch [225][260/940] lr: 1.522e-02, eta: 8:41:28, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.5750, top5_acc: 0.7916, loss_cls: 1.7953, loss: 1.7953, grad_norm: 3.3578 2020-08-03 04:47:35,253 - mmaction - INFO - Epoch [225][280/940] lr: 1.522e-02, eta: 8:41:07, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.5707, top5_acc: 0.7840, loss_cls: 1.8297, loss: 1.8297, grad_norm: 3.3274 2020-08-03 04:47:55,366 - mmaction - INFO - Epoch [225][300/940] lr: 1.522e-02, eta: 8:40:46, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.5709, top5_acc: 0.7863, loss_cls: 1.8067, loss: 1.8067, grad_norm: 3.3637 2020-08-03 04:48:15,425 - mmaction - INFO - Epoch [225][320/940] lr: 1.522e-02, eta: 8:40:25, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.5822, top5_acc: 0.7910, loss_cls: 1.7876, loss: 1.7876, grad_norm: 3.3206 2020-08-03 04:48:35,286 - mmaction - INFO - Epoch [225][340/940] lr: 1.522e-02, eta: 8:40:04, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5797, top5_acc: 0.7982, loss_cls: 1.7754, loss: 1.7754, grad_norm: 3.3592 2020-08-03 04:48:55,764 - mmaction - INFO - Epoch [225][360/940] lr: 1.522e-02, eta: 8:39:43, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.5793, top5_acc: 0.7879, loss_cls: 1.8149, loss: 1.8149, grad_norm: 3.3260 2020-08-03 04:49:15,654 - mmaction - INFO - Epoch [225][380/940] lr: 1.522e-02, eta: 8:39:22, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.5777, top5_acc: 0.8025, loss_cls: 1.7740, loss: 1.7740, grad_norm: 3.3715 2020-08-03 04:49:35,675 - mmaction - INFO - Epoch [225][400/940] lr: 1.522e-02, eta: 8:39:01, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.5787, top5_acc: 0.8006, loss_cls: 1.7761, loss: 1.7761, grad_norm: 3.3504 2020-08-03 04:49:55,842 - mmaction - INFO - Epoch [225][420/940] lr: 1.522e-02, eta: 8:38:40, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.5871, top5_acc: 0.7881, loss_cls: 1.8064, loss: 1.8064, grad_norm: 3.4146 2020-08-03 04:50:15,496 - mmaction - INFO - Epoch [225][440/940] lr: 1.522e-02, eta: 8:38:18, time: 0.979, data_time: 0.003, memory: 6199, top1_acc: 0.5664, top5_acc: 0.7822, loss_cls: 1.8595, loss: 1.8595, grad_norm: 3.3828 2020-08-03 04:50:36,661 - mmaction - INFO - Epoch [225][460/940] lr: 1.522e-02, eta: 8:37:57, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.5795, top5_acc: 0.7957, loss_cls: 1.7750, loss: 1.7750, grad_norm: 3.3385 2020-08-03 04:50:56,797 - mmaction - INFO - Epoch [225][480/940] lr: 1.522e-02, eta: 8:37:36, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.5779, top5_acc: 0.7887, loss_cls: 1.8160, loss: 1.8160, grad_norm: 3.4316 2020-08-03 04:51:17,197 - mmaction - INFO - Epoch [225][500/940] lr: 1.522e-02, eta: 8:37:15, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.5670, top5_acc: 0.7826, loss_cls: 1.8550, loss: 1.8550, grad_norm: 3.4379 2020-08-03 04:51:37,484 - mmaction - INFO - Epoch [225][520/940] lr: 1.522e-02, eta: 8:36:54, time: 1.012, data_time: 0.010, memory: 6199, top1_acc: 0.5811, top5_acc: 0.7875, loss_cls: 1.8147, loss: 1.8147, grad_norm: 3.3508 2020-08-03 04:51:57,350 - mmaction - INFO - Epoch [225][540/940] lr: 1.522e-02, eta: 8:36:33, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.5701, top5_acc: 0.7840, loss_cls: 1.8745, loss: 1.8745, grad_norm: 3.3960 2020-08-03 04:52:17,443 - mmaction - INFO - Epoch [225][560/940] lr: 1.522e-02, eta: 8:36:12, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.5756, top5_acc: 0.7844, loss_cls: 1.8273, loss: 1.8273, grad_norm: 3.3504 2020-08-03 04:52:37,556 - mmaction - INFO - Epoch [225][580/940] lr: 1.522e-02, eta: 8:35:51, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.5859, top5_acc: 0.7951, loss_cls: 1.7876, loss: 1.7876, grad_norm: 3.3159 2020-08-03 04:52:57,803 - mmaction - INFO - Epoch [225][600/940] lr: 1.522e-02, eta: 8:35:30, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.5832, top5_acc: 0.7955, loss_cls: 1.7813, loss: 1.7813, grad_norm: 3.3756 2020-08-03 04:53:18,064 - mmaction - INFO - Epoch [225][620/940] lr: 1.522e-02, eta: 8:35:09, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.5848, top5_acc: 0.7982, loss_cls: 1.7873, loss: 1.7873, grad_norm: 3.3831 2020-08-03 04:53:38,155 - mmaction - INFO - Epoch [225][640/940] lr: 1.522e-02, eta: 8:34:48, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.5678, top5_acc: 0.7889, loss_cls: 1.8447, loss: 1.8447, grad_norm: 3.4679 2020-08-03 04:53:58,166 - mmaction - INFO - Epoch [225][660/940] lr: 1.522e-02, eta: 8:34:26, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.5771, top5_acc: 0.7816, loss_cls: 1.8352, loss: 1.8352, grad_norm: 3.3397 2020-08-03 04:54:18,195 - mmaction - INFO - Epoch [225][680/940] lr: 1.522e-02, eta: 8:34:05, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5771, top5_acc: 0.7959, loss_cls: 1.7756, loss: 1.7756, grad_norm: 3.2788 2020-08-03 04:54:38,136 - mmaction - INFO - Epoch [225][700/940] lr: 1.522e-02, eta: 8:33:44, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.5805, top5_acc: 0.7881, loss_cls: 1.8192, loss: 1.8192, grad_norm: 3.3200 2020-08-03 04:54:58,041 - mmaction - INFO - Epoch [225][720/940] lr: 1.522e-02, eta: 8:33:23, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.5809, top5_acc: 0.7941, loss_cls: 1.7841, loss: 1.7841, grad_norm: 3.3747 2020-08-03 04:55:17,983 - mmaction - INFO - Epoch [225][740/940] lr: 1.522e-02, eta: 8:33:02, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.5689, top5_acc: 0.7879, loss_cls: 1.8194, loss: 1.8194, grad_norm: 3.3633 2020-08-03 04:55:38,053 - mmaction - INFO - Epoch [225][760/940] lr: 1.522e-02, eta: 8:32:41, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5840, top5_acc: 0.7893, loss_cls: 1.8005, loss: 1.8005, grad_norm: 3.3770 2020-08-03 04:55:57,870 - mmaction - INFO - Epoch [225][780/940] lr: 1.522e-02, eta: 8:32:20, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.5797, top5_acc: 0.7844, loss_cls: 1.8095, loss: 1.8095, grad_norm: 3.3649 2020-08-03 04:56:18,323 - mmaction - INFO - Epoch [225][800/940] lr: 1.522e-02, eta: 8:31:59, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.5725, top5_acc: 0.7848, loss_cls: 1.8410, loss: 1.8410, grad_norm: 3.3443 2020-08-03 04:56:39,411 - mmaction - INFO - Epoch [225][820/940] lr: 1.522e-02, eta: 8:31:38, time: 1.057, data_time: 0.007, memory: 6199, top1_acc: 0.5707, top5_acc: 0.7850, loss_cls: 1.8545, loss: 1.8545, grad_norm: 3.4407 2020-08-03 04:56:59,764 - mmaction - INFO - Epoch [225][840/940] lr: 1.522e-02, eta: 8:31:17, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.5781, top5_acc: 0.7920, loss_cls: 1.7902, loss: 1.7902, grad_norm: 3.3864 2020-08-03 04:57:20,323 - mmaction - INFO - Epoch [225][860/940] lr: 1.522e-02, eta: 8:30:56, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.5867, top5_acc: 0.7951, loss_cls: 1.7923, loss: 1.7923, grad_norm: 3.3862 2020-08-03 04:57:40,405 - mmaction - INFO - Epoch [225][880/940] lr: 1.522e-02, eta: 8:30:34, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.5777, top5_acc: 0.7988, loss_cls: 1.7927, loss: 1.7927, grad_norm: 3.4589 2020-08-03 04:58:00,549 - mmaction - INFO - Epoch [225][900/940] lr: 1.522e-02, eta: 8:30:13, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5855, top5_acc: 0.7816, loss_cls: 1.8310, loss: 1.8310, grad_norm: 3.4339 2020-08-03 04:58:20,569 - mmaction - INFO - Epoch [225][920/940] lr: 1.522e-02, eta: 8:29:52, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.5805, top5_acc: 0.7908, loss_cls: 1.7984, loss: 1.7984, grad_norm: 3.3534 2020-08-03 04:58:39,585 - mmaction - INFO - Epoch [225][940/940] lr: 1.522e-02, eta: 8:29:31, time: 0.949, data_time: 0.008, memory: 6199, top1_acc: 0.5927, top5_acc: 0.7999, loss_cls: 1.7820, loss: 1.7820, grad_norm: 3.4076 2020-08-03 04:59:10,285 - mmaction - INFO - Epoch [226][20/940] lr: 1.430e-02, eta: 8:29:11, time: 1.515, data_time: 0.524, memory: 6199, top1_acc: 0.5881, top5_acc: 0.7967, loss_cls: 1.7699, loss: 1.7699, grad_norm: 3.4004 2020-08-03 04:59:30,156 - mmaction - INFO - Epoch [226][40/940] lr: 1.430e-02, eta: 8:28:50, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.5863, top5_acc: 0.7953, loss_cls: 1.7614, loss: 1.7614, grad_norm: 3.4278 2020-08-03 04:59:50,507 - mmaction - INFO - Epoch [226][60/940] lr: 1.430e-02, eta: 8:28:29, time: 1.016, data_time: 0.004, memory: 6199, top1_acc: 0.5867, top5_acc: 0.8027, loss_cls: 1.7305, loss: 1.7305, grad_norm: 3.3759 2020-08-03 05:00:15,456 - mmaction - INFO - Epoch [226][80/940] lr: 1.430e-02, eta: 8:28:09, time: 1.234, data_time: 0.009, memory: 6199, top1_acc: 0.5807, top5_acc: 0.8021, loss_cls: 1.7770, loss: 1.7770, grad_norm: 3.4025 2020-08-03 05:00:35,179 - mmaction - INFO - Epoch [226][100/940] lr: 1.430e-02, eta: 8:27:47, time: 0.999, data_time: 0.024, memory: 6199, top1_acc: 0.5814, top5_acc: 0.7955, loss_cls: 1.7823, loss: 1.7823, grad_norm: 3.4115 2020-08-03 05:00:55,993 - mmaction - INFO - Epoch [226][120/940] lr: 1.430e-02, eta: 8:27:26, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.5854, top5_acc: 0.7900, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.3447 2020-08-03 05:01:16,255 - mmaction - INFO - Epoch [226][140/940] lr: 1.430e-02, eta: 8:27:05, time: 1.014, data_time: 0.010, memory: 6199, top1_acc: 0.5842, top5_acc: 0.7932, loss_cls: 1.7734, loss: 1.7734, grad_norm: 3.3703 2020-08-03 05:01:37,020 - mmaction - INFO - Epoch [226][160/940] lr: 1.430e-02, eta: 8:26:44, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.5836, top5_acc: 0.7922, loss_cls: 1.7728, loss: 1.7728, grad_norm: 3.3789 2020-08-03 05:01:56,981 - mmaction - INFO - Epoch [226][180/940] lr: 1.430e-02, eta: 8:26:23, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.5971, top5_acc: 0.7977, loss_cls: 1.7630, loss: 1.7630, grad_norm: 3.3984 2020-08-03 05:02:18,785 - mmaction - INFO - Epoch [226][200/940] lr: 1.430e-02, eta: 8:26:02, time: 1.088, data_time: 0.008, memory: 6199, top1_acc: 0.5869, top5_acc: 0.7988, loss_cls: 1.7590, loss: 1.7590, grad_norm: 3.3737 2020-08-03 05:02:39,731 - mmaction - INFO - Epoch [226][220/940] lr: 1.430e-02, eta: 8:25:41, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.5951, top5_acc: 0.7955, loss_cls: 1.7653, loss: 1.7653, grad_norm: 3.3721 2020-08-03 05:03:00,601 - mmaction - INFO - Epoch [226][240/940] lr: 1.430e-02, eta: 8:25:20, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.5865, top5_acc: 0.7988, loss_cls: 1.7692, loss: 1.7692, grad_norm: 3.4233 2020-08-03 05:03:20,546 - mmaction - INFO - Epoch [226][260/940] lr: 1.430e-02, eta: 8:24:59, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5801, top5_acc: 0.7875, loss_cls: 1.8292, loss: 1.8292, grad_norm: 3.4157 2020-08-03 05:03:41,587 - mmaction - INFO - Epoch [226][280/940] lr: 1.430e-02, eta: 8:24:38, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7793, loss: 1.7793, grad_norm: 3.3511 2020-08-03 05:04:02,771 - mmaction - INFO - Epoch [226][300/940] lr: 1.430e-02, eta: 8:24:17, time: 1.058, data_time: 0.005, memory: 6199, top1_acc: 0.6037, top5_acc: 0.8107, loss_cls: 1.6708, loss: 1.6708, grad_norm: 3.3156 2020-08-03 05:04:23,686 - mmaction - INFO - Epoch [226][320/940] lr: 1.430e-02, eta: 8:23:56, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.5797, top5_acc: 0.7943, loss_cls: 1.7784, loss: 1.7784, grad_norm: 3.4515 2020-08-03 05:04:44,002 - mmaction - INFO - Epoch [226][340/940] lr: 1.430e-02, eta: 8:23:35, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.5959, top5_acc: 0.7959, loss_cls: 1.7408, loss: 1.7408, grad_norm: 3.3863 2020-08-03 05:05:04,251 - mmaction - INFO - Epoch [226][360/940] lr: 1.430e-02, eta: 8:23:14, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.5766, top5_acc: 0.7850, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.4228 2020-08-03 05:05:24,895 - mmaction - INFO - Epoch [226][380/940] lr: 1.430e-02, eta: 8:22:53, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.5732, top5_acc: 0.7881, loss_cls: 1.8476, loss: 1.8476, grad_norm: 3.4484 2020-08-03 05:05:45,226 - mmaction - INFO - Epoch [226][400/940] lr: 1.430e-02, eta: 8:22:32, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.5807, top5_acc: 0.7910, loss_cls: 1.8148, loss: 1.8148, grad_norm: 3.3753 2020-08-03 05:06:05,468 - mmaction - INFO - Epoch [226][420/940] lr: 1.430e-02, eta: 8:22:11, time: 1.008, data_time: 0.003, memory: 6199, top1_acc: 0.5838, top5_acc: 0.7898, loss_cls: 1.8009, loss: 1.8009, grad_norm: 3.3404 2020-08-03 05:06:25,590 - mmaction - INFO - Epoch [226][440/940] lr: 1.430e-02, eta: 8:21:50, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.5746, top5_acc: 0.7898, loss_cls: 1.8257, loss: 1.8257, grad_norm: 3.4283 2020-08-03 05:06:46,156 - mmaction - INFO - Epoch [226][460/940] lr: 1.430e-02, eta: 8:21:29, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.5867, top5_acc: 0.7916, loss_cls: 1.8116, loss: 1.8116, grad_norm: 3.3851 2020-08-03 05:07:07,298 - mmaction - INFO - Epoch [226][480/940] lr: 1.430e-02, eta: 8:21:08, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.5795, top5_acc: 0.7937, loss_cls: 1.7813, loss: 1.7813, grad_norm: 3.4208 2020-08-03 05:07:27,134 - mmaction - INFO - Epoch [226][500/940] lr: 1.430e-02, eta: 8:20:47, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.5826, top5_acc: 0.7943, loss_cls: 1.7891, loss: 1.7891, grad_norm: 3.4159 2020-08-03 05:07:47,903 - mmaction - INFO - Epoch [226][520/940] lr: 1.430e-02, eta: 8:20:26, time: 1.042, data_time: 0.008, memory: 6199, top1_acc: 0.5920, top5_acc: 0.8025, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.3904 2020-08-03 05:08:08,154 - mmaction - INFO - Epoch [226][540/940] lr: 1.430e-02, eta: 8:20:05, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.5752, top5_acc: 0.7928, loss_cls: 1.8041, loss: 1.8041, grad_norm: 3.4414 2020-08-03 05:08:28,746 - mmaction - INFO - Epoch [226][560/940] lr: 1.430e-02, eta: 8:19:44, time: 1.030, data_time: 0.004, memory: 6199, top1_acc: 0.5871, top5_acc: 0.7895, loss_cls: 1.8133, loss: 1.8133, grad_norm: 3.3764 2020-08-03 05:08:49,036 - mmaction - INFO - Epoch [226][580/940] lr: 1.430e-02, eta: 8:19:23, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.5771, top5_acc: 0.7928, loss_cls: 1.8005, loss: 1.8005, grad_norm: 3.4742 2020-08-03 05:09:09,399 - mmaction - INFO - Epoch [226][600/940] lr: 1.430e-02, eta: 8:19:01, time: 1.017, data_time: 0.003, memory: 6199, top1_acc: 0.5832, top5_acc: 0.7881, loss_cls: 1.8150, loss: 1.8150, grad_norm: 3.4638 2020-08-03 05:09:29,221 - mmaction - INFO - Epoch [226][620/940] lr: 1.430e-02, eta: 8:18:40, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.5758, top5_acc: 0.7838, loss_cls: 1.8396, loss: 1.8396, grad_norm: 3.3503 2020-08-03 05:09:49,165 - mmaction - INFO - Epoch [226][640/940] lr: 1.430e-02, eta: 8:18:19, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5916, top5_acc: 0.7945, loss_cls: 1.7744, loss: 1.7744, grad_norm: 3.4284 2020-08-03 05:10:08,984 - mmaction - INFO - Epoch [226][660/940] lr: 1.430e-02, eta: 8:17:58, time: 0.991, data_time: 0.004, memory: 6199, top1_acc: 0.5838, top5_acc: 0.7955, loss_cls: 1.7769, loss: 1.7769, grad_norm: 3.3942 2020-08-03 05:10:29,353 - mmaction - INFO - Epoch [226][680/940] lr: 1.430e-02, eta: 8:17:37, time: 1.017, data_time: 0.002, memory: 6199, top1_acc: 0.5898, top5_acc: 0.7982, loss_cls: 1.7659, loss: 1.7659, grad_norm: 3.3425 2020-08-03 05:10:49,331 - mmaction - INFO - Epoch [226][700/940] lr: 1.430e-02, eta: 8:17:16, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5832, top5_acc: 0.7965, loss_cls: 1.7938, loss: 1.7938, grad_norm: 3.3846 2020-08-03 05:11:09,964 - mmaction - INFO - Epoch [226][720/940] lr: 1.430e-02, eta: 8:16:55, time: 1.034, data_time: 0.009, memory: 6199, top1_acc: 0.5783, top5_acc: 0.7916, loss_cls: 1.8255, loss: 1.8255, grad_norm: 3.4655 2020-08-03 05:11:29,983 - mmaction - INFO - Epoch [226][740/940] lr: 1.430e-02, eta: 8:16:34, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.5791, top5_acc: 0.7930, loss_cls: 1.7876, loss: 1.7876, grad_norm: 3.4422 2020-08-03 05:11:50,075 - mmaction - INFO - Epoch [226][760/940] lr: 1.430e-02, eta: 8:16:13, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.5813, top5_acc: 0.7934, loss_cls: 1.7888, loss: 1.7888, grad_norm: 3.3920 2020-08-03 05:12:10,821 - mmaction - INFO - Epoch [226][780/940] lr: 1.430e-02, eta: 8:15:52, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.5865, top5_acc: 0.8041, loss_cls: 1.7553, loss: 1.7553, grad_norm: 3.4405 2020-08-03 05:12:30,827 - mmaction - INFO - Epoch [226][800/940] lr: 1.430e-02, eta: 8:15:31, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.5721, top5_acc: 0.7947, loss_cls: 1.7923, loss: 1.7923, grad_norm: 3.4189 2020-08-03 05:12:50,780 - mmaction - INFO - Epoch [226][820/940] lr: 1.430e-02, eta: 8:15:09, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.5805, top5_acc: 0.7902, loss_cls: 1.8129, loss: 1.8129, grad_norm: 3.4174 2020-08-03 05:13:10,832 - mmaction - INFO - Epoch [226][840/940] lr: 1.430e-02, eta: 8:14:48, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.5852, top5_acc: 0.7932, loss_cls: 1.7889, loss: 1.7889, grad_norm: 3.4213 2020-08-03 05:13:32,254 - mmaction - INFO - Epoch [226][860/940] lr: 1.430e-02, eta: 8:14:27, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.5939, top5_acc: 0.8037, loss_cls: 1.7286, loss: 1.7286, grad_norm: 3.3075 2020-08-03 05:13:52,365 - mmaction - INFO - Epoch [226][880/940] lr: 1.430e-02, eta: 8:14:06, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7774, loss: 1.7774, grad_norm: 3.4505 2020-08-03 05:14:12,817 - mmaction - INFO - Epoch [226][900/940] lr: 1.430e-02, eta: 8:13:45, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.5766, top5_acc: 0.7955, loss_cls: 1.8094, loss: 1.8094, grad_norm: 3.4346 2020-08-03 05:14:32,613 - mmaction - INFO - Epoch [226][920/940] lr: 1.430e-02, eta: 8:13:24, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.5797, top5_acc: 0.7941, loss_cls: 1.7908, loss: 1.7908, grad_norm: 3.4054 2020-08-03 05:14:51,915 - mmaction - INFO - Epoch [226][940/940] lr: 1.430e-02, eta: 8:13:03, time: 0.964, data_time: 0.007, memory: 6199, top1_acc: 0.5755, top5_acc: 0.7944, loss_cls: 1.7908, loss: 1.7908, grad_norm: 3.4626 2020-08-03 05:15:37,079 - mmaction - INFO - Epoch [227][20/940] lr: 1.340e-02, eta: 8:12:45, time: 2.234, data_time: 0.609, memory: 6199, top1_acc: 0.5967, top5_acc: 0.8104, loss_cls: 1.7263, loss: 1.7263, grad_norm: 3.3794 2020-08-03 05:15:56,877 - mmaction - INFO - Epoch [227][40/940] lr: 1.340e-02, eta: 8:12:24, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.5971, top5_acc: 0.7963, loss_cls: 1.7258, loss: 1.7258, grad_norm: 3.3174 2020-08-03 05:16:16,535 - mmaction - INFO - Epoch [227][60/940] lr: 1.340e-02, eta: 8:12:03, time: 0.979, data_time: 0.007, memory: 6199, top1_acc: 0.5916, top5_acc: 0.7982, loss_cls: 1.7370, loss: 1.7370, grad_norm: 3.3633 2020-08-03 05:16:36,828 - mmaction - INFO - Epoch [227][80/940] lr: 1.340e-02, eta: 8:11:42, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.5787, top5_acc: 0.7959, loss_cls: 1.7803, loss: 1.7803, grad_norm: 3.5039 2020-08-03 05:16:56,926 - mmaction - INFO - Epoch [227][100/940] lr: 1.340e-02, eta: 8:11:21, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.5969, top5_acc: 0.8025, loss_cls: 1.7478, loss: 1.7478, grad_norm: 3.4632 2020-08-03 05:17:18,183 - mmaction - INFO - Epoch [227][120/940] lr: 1.340e-02, eta: 8:11:00, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.5820, top5_acc: 0.7941, loss_cls: 1.7862, loss: 1.7862, grad_norm: 3.4775 2020-08-03 05:17:39,781 - mmaction - INFO - Epoch [227][140/940] lr: 1.340e-02, eta: 8:10:39, time: 1.080, data_time: 0.007, memory: 6199, top1_acc: 0.5947, top5_acc: 0.8020, loss_cls: 1.7079, loss: 1.7079, grad_norm: 3.3676 2020-08-03 05:18:00,743 - mmaction - INFO - Epoch [227][160/940] lr: 1.340e-02, eta: 8:10:18, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.5912, top5_acc: 0.7937, loss_cls: 1.7681, loss: 1.7681, grad_norm: 3.4545 2020-08-03 05:18:21,833 - mmaction - INFO - Epoch [227][180/940] lr: 1.340e-02, eta: 8:09:57, time: 1.056, data_time: 0.005, memory: 6199, top1_acc: 0.5875, top5_acc: 0.7990, loss_cls: 1.7560, loss: 1.7560, grad_norm: 3.4529 2020-08-03 05:18:42,293 - mmaction - INFO - Epoch [227][200/940] lr: 1.340e-02, eta: 8:09:36, time: 1.020, data_time: 0.010, memory: 6199, top1_acc: 0.5895, top5_acc: 0.7951, loss_cls: 1.7647, loss: 1.7647, grad_norm: 3.4712 2020-08-03 05:19:04,274 - mmaction - INFO - Epoch [227][220/940] lr: 1.340e-02, eta: 8:09:15, time: 1.103, data_time: 0.007, memory: 6199, top1_acc: 0.5990, top5_acc: 0.7953, loss_cls: 1.7529, loss: 1.7529, grad_norm: 3.3962 2020-08-03 05:19:25,564 - mmaction - INFO - Epoch [227][240/940] lr: 1.340e-02, eta: 8:08:54, time: 1.061, data_time: 0.006, memory: 6199, top1_acc: 0.5975, top5_acc: 0.8018, loss_cls: 1.7263, loss: 1.7263, grad_norm: 3.3460 2020-08-03 05:19:46,223 - mmaction - INFO - Epoch [227][260/940] lr: 1.340e-02, eta: 8:08:33, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.5830, top5_acc: 0.7996, loss_cls: 1.7622, loss: 1.7622, grad_norm: 3.4243 2020-08-03 05:20:06,928 - mmaction - INFO - Epoch [227][280/940] lr: 1.340e-02, eta: 8:08:12, time: 1.034, data_time: 0.005, memory: 6199, top1_acc: 0.5877, top5_acc: 0.8006, loss_cls: 1.7522, loss: 1.7522, grad_norm: 3.4000 2020-08-03 05:20:27,650 - mmaction - INFO - Epoch [227][300/940] lr: 1.340e-02, eta: 8:07:51, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.5971, top5_acc: 0.7973, loss_cls: 1.7425, loss: 1.7425, grad_norm: 3.4106 2020-08-03 05:20:47,992 - mmaction - INFO - Epoch [227][320/940] lr: 1.340e-02, eta: 8:07:30, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.5910, top5_acc: 0.8010, loss_cls: 1.7331, loss: 1.7331, grad_norm: 3.4371 2020-08-03 05:21:09,628 - mmaction - INFO - Epoch [227][340/940] lr: 1.340e-02, eta: 8:07:09, time: 1.084, data_time: 0.008, memory: 6199, top1_acc: 0.5830, top5_acc: 0.7924, loss_cls: 1.7858, loss: 1.7858, grad_norm: 3.4404 2020-08-03 05:21:30,878 - mmaction - INFO - Epoch [227][360/940] lr: 1.340e-02, eta: 8:06:48, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.5953, top5_acc: 0.7998, loss_cls: 1.7325, loss: 1.7325, grad_norm: 3.3731 2020-08-03 05:21:51,524 - mmaction - INFO - Epoch [227][380/940] lr: 1.340e-02, eta: 8:06:27, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.5920, top5_acc: 0.7980, loss_cls: 1.7463, loss: 1.7463, grad_norm: 3.3934 2020-08-03 05:22:11,688 - mmaction - INFO - Epoch [227][400/940] lr: 1.340e-02, eta: 8:06:06, time: 1.010, data_time: 0.011, memory: 6199, top1_acc: 0.5861, top5_acc: 0.7977, loss_cls: 1.7345, loss: 1.7345, grad_norm: 3.4187 2020-08-03 05:22:32,506 - mmaction - INFO - Epoch [227][420/940] lr: 1.340e-02, eta: 8:05:45, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.5891, top5_acc: 0.7877, loss_cls: 1.7975, loss: 1.7975, grad_norm: 3.4468 2020-08-03 05:22:53,409 - mmaction - INFO - Epoch [227][440/940] lr: 1.340e-02, eta: 8:05:24, time: 1.041, data_time: 0.002, memory: 6199, top1_acc: 0.5879, top5_acc: 0.7971, loss_cls: 1.7609, loss: 1.7609, grad_norm: 3.3951 2020-08-03 05:23:13,745 - mmaction - INFO - Epoch [227][460/940] lr: 1.340e-02, eta: 8:05:03, time: 1.018, data_time: 0.010, memory: 6199, top1_acc: 0.5844, top5_acc: 0.7979, loss_cls: 1.7803, loss: 1.7803, grad_norm: 3.4487 2020-08-03 05:23:34,465 - mmaction - INFO - Epoch [227][480/940] lr: 1.340e-02, eta: 8:04:42, time: 1.037, data_time: 0.006, memory: 6199, top1_acc: 0.5896, top5_acc: 0.7936, loss_cls: 1.7579, loss: 1.7579, grad_norm: 3.4073 2020-08-03 05:23:55,391 - mmaction - INFO - Epoch [227][500/940] lr: 1.340e-02, eta: 8:04:21, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.5926, top5_acc: 0.8033, loss_cls: 1.7270, loss: 1.7270, grad_norm: 3.4534 2020-08-03 05:24:15,885 - mmaction - INFO - Epoch [227][520/940] lr: 1.340e-02, eta: 8:04:00, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.5764, top5_acc: 0.7869, loss_cls: 1.8235, loss: 1.8235, grad_norm: 3.4462 2020-08-03 05:24:36,300 - mmaction - INFO - Epoch [227][540/940] lr: 1.340e-02, eta: 8:03:39, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.5889, top5_acc: 0.7994, loss_cls: 1.7561, loss: 1.7561, grad_norm: 3.4139 2020-08-03 05:24:56,857 - mmaction - INFO - Epoch [227][560/940] lr: 1.340e-02, eta: 8:03:18, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.5793, top5_acc: 0.7930, loss_cls: 1.7866, loss: 1.7866, grad_norm: 3.4387 2020-08-03 05:25:17,189 - mmaction - INFO - Epoch [227][580/940] lr: 1.340e-02, eta: 8:02:57, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.5852, top5_acc: 0.7918, loss_cls: 1.7671, loss: 1.7671, grad_norm: 3.4904 2020-08-03 05:25:37,079 - mmaction - INFO - Epoch [227][600/940] lr: 1.340e-02, eta: 8:02:35, time: 0.996, data_time: 0.011, memory: 6199, top1_acc: 0.5977, top5_acc: 0.7980, loss_cls: 1.7630, loss: 1.7630, grad_norm: 3.4473 2020-08-03 05:25:57,089 - mmaction - INFO - Epoch [227][620/940] lr: 1.340e-02, eta: 8:02:14, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.5938, top5_acc: 0.7994, loss_cls: 1.7375, loss: 1.7375, grad_norm: 3.4360 2020-08-03 05:26:17,282 - mmaction - INFO - Epoch [227][640/940] lr: 1.340e-02, eta: 8:01:53, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.5986, top5_acc: 0.7963, loss_cls: 1.7567, loss: 1.7567, grad_norm: 3.4568 2020-08-03 05:26:37,393 - mmaction - INFO - Epoch [227][660/940] lr: 1.340e-02, eta: 8:01:32, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.5855, top5_acc: 0.7992, loss_cls: 1.7553, loss: 1.7553, grad_norm: 3.4530 2020-08-03 05:26:57,500 - mmaction - INFO - Epoch [227][680/940] lr: 1.340e-02, eta: 8:01:11, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5807, top5_acc: 0.8004, loss_cls: 1.7662, loss: 1.7662, grad_norm: 3.5496 2020-08-03 05:27:17,563 - mmaction - INFO - Epoch [227][700/940] lr: 1.340e-02, eta: 8:00:50, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5863, top5_acc: 0.7969, loss_cls: 1.7635, loss: 1.7635, grad_norm: 3.5052 2020-08-03 05:27:37,364 - mmaction - INFO - Epoch [227][720/940] lr: 1.340e-02, eta: 8:00:29, time: 0.991, data_time: 0.008, memory: 6199, top1_acc: 0.5736, top5_acc: 0.7848, loss_cls: 1.8374, loss: 1.8374, grad_norm: 3.4973 2020-08-03 05:27:57,201 - mmaction - INFO - Epoch [227][740/940] lr: 1.340e-02, eta: 8:00:08, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.5941, top5_acc: 0.8012, loss_cls: 1.7447, loss: 1.7447, grad_norm: 3.4266 2020-08-03 05:28:18,172 - mmaction - INFO - Epoch [227][760/940] lr: 1.340e-02, eta: 7:59:47, time: 1.047, data_time: 0.003, memory: 6199, top1_acc: 0.5816, top5_acc: 0.7998, loss_cls: 1.7700, loss: 1.7700, grad_norm: 3.5050 2020-08-03 05:28:38,282 - mmaction - INFO - Epoch [227][780/940] lr: 1.340e-02, eta: 7:59:26, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.5916, top5_acc: 0.7936, loss_cls: 1.7617, loss: 1.7617, grad_norm: 3.4263 2020-08-03 05:28:58,572 - mmaction - INFO - Epoch [227][800/940] lr: 1.340e-02, eta: 7:59:05, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7832, loss: 1.7832, grad_norm: 3.4202 2020-08-03 05:29:18,418 - mmaction - INFO - Epoch [227][820/940] lr: 1.340e-02, eta: 7:58:43, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.5971, top5_acc: 0.7984, loss_cls: 1.7365, loss: 1.7365, grad_norm: 3.4603 2020-08-03 05:29:38,290 - mmaction - INFO - Epoch [227][840/940] lr: 1.340e-02, eta: 7:58:22, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.5842, top5_acc: 0.7994, loss_cls: 1.7748, loss: 1.7748, grad_norm: 3.4980 2020-08-03 05:29:58,739 - mmaction - INFO - Epoch [227][860/940] lr: 1.340e-02, eta: 7:58:01, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.5977, top5_acc: 0.8049, loss_cls: 1.7236, loss: 1.7236, grad_norm: 3.4720 2020-08-03 05:30:18,742 - mmaction - INFO - Epoch [227][880/940] lr: 1.340e-02, eta: 7:57:40, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.5914, top5_acc: 0.7986, loss_cls: 1.7546, loss: 1.7546, grad_norm: 3.5602 2020-08-03 05:30:39,213 - mmaction - INFO - Epoch [227][900/940] lr: 1.340e-02, eta: 7:57:19, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.5658, top5_acc: 0.7924, loss_cls: 1.8129, loss: 1.8129, grad_norm: 3.4477 2020-08-03 05:30:59,275 - mmaction - INFO - Epoch [227][920/940] lr: 1.340e-02, eta: 7:56:58, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.5854, top5_acc: 0.8006, loss_cls: 1.7319, loss: 1.7319, grad_norm: 3.3737 2020-08-03 05:31:18,512 - mmaction - INFO - Epoch [227][940/940] lr: 1.340e-02, eta: 7:56:37, time: 0.961, data_time: 0.008, memory: 6199, top1_acc: 0.5866, top5_acc: 0.8026, loss_cls: 1.7650, loss: 1.7650, grad_norm: 3.5776 2020-08-03 05:31:49,016 - mmaction - INFO - Epoch [228][20/940] lr: 1.253e-02, eta: 7:56:17, time: 1.503, data_time: 0.486, memory: 6199, top1_acc: 0.5861, top5_acc: 0.7939, loss_cls: 1.7974, loss: 1.7974, grad_norm: 3.4413 2020-08-03 05:32:08,582 - mmaction - INFO - Epoch [228][40/940] lr: 1.253e-02, eta: 7:55:56, time: 0.982, data_time: 0.008, memory: 6199, top1_acc: 0.5865, top5_acc: 0.8088, loss_cls: 1.7322, loss: 1.7322, grad_norm: 3.4335 2020-08-03 05:32:28,511 - mmaction - INFO - Epoch [228][60/940] lr: 1.253e-02, eta: 7:55:35, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.5943, top5_acc: 0.7955, loss_cls: 1.7503, loss: 1.7503, grad_norm: 3.4310 2020-08-03 05:32:49,684 - mmaction - INFO - Epoch [228][80/940] lr: 1.253e-02, eta: 7:55:14, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.5848, top5_acc: 0.7957, loss_cls: 1.7641, loss: 1.7641, grad_norm: 3.4054 2020-08-03 05:33:09,793 - mmaction - INFO - Epoch [228][100/940] lr: 1.253e-02, eta: 7:54:53, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.5936, top5_acc: 0.7982, loss_cls: 1.7381, loss: 1.7381, grad_norm: 3.4326 2020-08-03 05:33:30,204 - mmaction - INFO - Epoch [228][120/940] lr: 1.253e-02, eta: 7:54:32, time: 1.021, data_time: 0.010, memory: 6199, top1_acc: 0.5963, top5_acc: 0.8008, loss_cls: 1.7347, loss: 1.7347, grad_norm: 3.4237 2020-08-03 05:33:51,373 - mmaction - INFO - Epoch [228][140/940] lr: 1.253e-02, eta: 7:54:11, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7308, loss: 1.7308, grad_norm: 3.4943 2020-08-03 05:34:11,236 - mmaction - INFO - Epoch [228][160/940] lr: 1.253e-02, eta: 7:53:49, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.6041, top5_acc: 0.8014, loss_cls: 1.6977, loss: 1.6977, grad_norm: 3.4255 2020-08-03 05:34:31,914 - mmaction - INFO - Epoch [228][180/940] lr: 1.253e-02, eta: 7:53:28, time: 1.036, data_time: 0.006, memory: 6199, top1_acc: 0.5959, top5_acc: 0.8004, loss_cls: 1.7304, loss: 1.7304, grad_norm: 3.4974 2020-08-03 05:34:52,350 - mmaction - INFO - Epoch [228][200/940] lr: 1.253e-02, eta: 7:53:07, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.5949, top5_acc: 0.8037, loss_cls: 1.7181, loss: 1.7181, grad_norm: 3.4617 2020-08-03 05:35:13,594 - mmaction - INFO - Epoch [228][220/940] lr: 1.253e-02, eta: 7:52:46, time: 1.060, data_time: 0.004, memory: 6199, top1_acc: 0.6029, top5_acc: 0.8092, loss_cls: 1.7094, loss: 1.7094, grad_norm: 3.4692 2020-08-03 05:35:34,321 - mmaction - INFO - Epoch [228][240/940] lr: 1.253e-02, eta: 7:52:25, time: 1.037, data_time: 0.010, memory: 6199, top1_acc: 0.5871, top5_acc: 0.7951, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.5171 2020-08-03 05:35:55,215 - mmaction - INFO - Epoch [228][260/940] lr: 1.253e-02, eta: 7:52:04, time: 1.041, data_time: 0.010, memory: 6199, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7966, loss: 1.7966, grad_norm: 3.5884 2020-08-03 05:36:15,780 - mmaction - INFO - Epoch [228][280/940] lr: 1.253e-02, eta: 7:51:43, time: 1.033, data_time: 0.008, memory: 6199, top1_acc: 0.5984, top5_acc: 0.8057, loss_cls: 1.7231, loss: 1.7231, grad_norm: 3.4501 2020-08-03 05:36:36,399 - mmaction - INFO - Epoch [228][300/940] lr: 1.253e-02, eta: 7:51:22, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.5893, top5_acc: 0.7920, loss_cls: 1.7675, loss: 1.7675, grad_norm: 3.4913 2020-08-03 05:36:56,215 - mmaction - INFO - Epoch [228][320/940] lr: 1.253e-02, eta: 7:51:01, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5906, top5_acc: 0.7887, loss_cls: 1.8027, loss: 1.8027, grad_norm: 3.5545 2020-08-03 05:37:15,804 - mmaction - INFO - Epoch [228][340/940] lr: 1.253e-02, eta: 7:50:40, time: 0.980, data_time: 0.005, memory: 6199, top1_acc: 0.5930, top5_acc: 0.8037, loss_cls: 1.7336, loss: 1.7336, grad_norm: 3.5357 2020-08-03 05:37:36,006 - mmaction - INFO - Epoch [228][360/940] lr: 1.253e-02, eta: 7:50:19, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.5994, top5_acc: 0.8018, loss_cls: 1.7551, loss: 1.7551, grad_norm: 3.5008 2020-08-03 05:37:55,481 - mmaction - INFO - Epoch [228][380/940] lr: 1.253e-02, eta: 7:49:58, time: 0.974, data_time: 0.005, memory: 6199, top1_acc: 0.5957, top5_acc: 0.8070, loss_cls: 1.7096, loss: 1.7096, grad_norm: 3.4133 2020-08-03 05:38:15,707 - mmaction - INFO - Epoch [228][400/940] lr: 1.253e-02, eta: 7:49:37, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.5904, top5_acc: 0.7949, loss_cls: 1.7578, loss: 1.7578, grad_norm: 3.5194 2020-08-03 05:38:35,680 - mmaction - INFO - Epoch [228][420/940] lr: 1.253e-02, eta: 7:49:16, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5957, top5_acc: 0.7980, loss_cls: 1.7687, loss: 1.7687, grad_norm: 3.5646 2020-08-03 05:38:56,320 - mmaction - INFO - Epoch [228][440/940] lr: 1.253e-02, eta: 7:48:55, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.5861, top5_acc: 0.7955, loss_cls: 1.7581, loss: 1.7581, grad_norm: 3.5065 2020-08-03 05:39:16,353 - mmaction - INFO - Epoch [228][460/940] lr: 1.253e-02, eta: 7:48:34, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.5953, top5_acc: 0.8047, loss_cls: 1.7184, loss: 1.7184, grad_norm: 3.4902 2020-08-03 05:39:36,064 - mmaction - INFO - Epoch [228][480/940] lr: 1.253e-02, eta: 7:48:12, time: 0.985, data_time: 0.007, memory: 6199, top1_acc: 0.5840, top5_acc: 0.7982, loss_cls: 1.7544, loss: 1.7544, grad_norm: 3.5689 2020-08-03 05:39:56,110 - mmaction - INFO - Epoch [228][500/940] lr: 1.253e-02, eta: 7:47:51, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.5898, top5_acc: 0.7996, loss_cls: 1.7408, loss: 1.7408, grad_norm: 3.5234 2020-08-03 05:40:16,112 - mmaction - INFO - Epoch [228][520/940] lr: 1.253e-02, eta: 7:47:30, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6047, top5_acc: 0.8084, loss_cls: 1.7205, loss: 1.7205, grad_norm: 3.5463 2020-08-03 05:40:36,216 - mmaction - INFO - Epoch [228][540/940] lr: 1.253e-02, eta: 7:47:09, time: 1.006, data_time: 0.003, memory: 6199, top1_acc: 0.5967, top5_acc: 0.8088, loss_cls: 1.7095, loss: 1.7095, grad_norm: 3.4791 2020-08-03 05:40:56,283 - mmaction - INFO - Epoch [228][560/940] lr: 1.253e-02, eta: 7:46:48, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.5822, top5_acc: 0.7854, loss_cls: 1.8104, loss: 1.8104, grad_norm: 3.5166 2020-08-03 05:41:16,529 - mmaction - INFO - Epoch [228][580/940] lr: 1.253e-02, eta: 7:46:27, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.6033, top5_acc: 0.8088, loss_cls: 1.7335, loss: 1.7335, grad_norm: 3.4941 2020-08-03 05:41:36,393 - mmaction - INFO - Epoch [228][600/940] lr: 1.253e-02, eta: 7:46:06, time: 0.990, data_time: 0.005, memory: 6199, top1_acc: 0.5844, top5_acc: 0.7980, loss_cls: 1.7697, loss: 1.7697, grad_norm: 3.4817 2020-08-03 05:41:56,333 - mmaction - INFO - Epoch [228][620/940] lr: 1.253e-02, eta: 7:45:45, time: 0.998, data_time: 0.011, memory: 6199, top1_acc: 0.5967, top5_acc: 0.8006, loss_cls: 1.7435, loss: 1.7435, grad_norm: 3.5175 2020-08-03 05:42:16,205 - mmaction - INFO - Epoch [228][640/940] lr: 1.253e-02, eta: 7:45:24, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.5926, top5_acc: 0.8018, loss_cls: 1.7258, loss: 1.7258, grad_norm: 3.5275 2020-08-03 05:42:36,257 - mmaction - INFO - Epoch [228][660/940] lr: 1.253e-02, eta: 7:45:03, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.6047, top5_acc: 0.8084, loss_cls: 1.6944, loss: 1.6944, grad_norm: 3.4738 2020-08-03 05:42:56,361 - mmaction - INFO - Epoch [228][680/940] lr: 1.253e-02, eta: 7:44:41, time: 1.005, data_time: 0.003, memory: 6199, top1_acc: 0.5930, top5_acc: 0.7961, loss_cls: 1.7593, loss: 1.7593, grad_norm: 3.5365 2020-08-03 05:43:16,183 - mmaction - INFO - Epoch [228][700/940] lr: 1.253e-02, eta: 7:44:20, time: 0.991, data_time: 0.006, memory: 6199, top1_acc: 0.5920, top5_acc: 0.7947, loss_cls: 1.7493, loss: 1.7493, grad_norm: 3.5130 2020-08-03 05:43:36,128 - mmaction - INFO - Epoch [228][720/940] lr: 1.253e-02, eta: 7:43:59, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.5879, top5_acc: 0.8049, loss_cls: 1.7246, loss: 1.7246, grad_norm: 3.4170 2020-08-03 05:43:56,870 - mmaction - INFO - Epoch [228][740/940] lr: 1.253e-02, eta: 7:43:38, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.5920, top5_acc: 0.7979, loss_cls: 1.7638, loss: 1.7638, grad_norm: 3.4893 2020-08-03 05:44:16,641 - mmaction - INFO - Epoch [228][760/940] lr: 1.253e-02, eta: 7:43:17, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.5869, top5_acc: 0.7971, loss_cls: 1.7648, loss: 1.7648, grad_norm: 3.4972 2020-08-03 05:44:36,806 - mmaction - INFO - Epoch [228][780/940] lr: 1.253e-02, eta: 7:42:56, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.5836, top5_acc: 0.7924, loss_cls: 1.8011, loss: 1.8011, grad_norm: 3.5779 2020-08-03 05:44:56,550 - mmaction - INFO - Epoch [228][800/940] lr: 1.253e-02, eta: 7:42:35, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.5820, top5_acc: 0.7973, loss_cls: 1.7678, loss: 1.7678, grad_norm: 3.5108 2020-08-03 05:45:16,589 - mmaction - INFO - Epoch [228][820/940] lr: 1.253e-02, eta: 7:42:14, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5854, top5_acc: 0.7967, loss_cls: 1.7605, loss: 1.7605, grad_norm: 3.4850 2020-08-03 05:45:37,028 - mmaction - INFO - Epoch [228][840/940] lr: 1.253e-02, eta: 7:41:53, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.5990, top5_acc: 0.8076, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.4747 2020-08-03 05:45:57,333 - mmaction - INFO - Epoch [228][860/940] lr: 1.253e-02, eta: 7:41:32, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.5973, top5_acc: 0.8074, loss_cls: 1.7020, loss: 1.7020, grad_norm: 3.5041 2020-08-03 05:46:17,992 - mmaction - INFO - Epoch [228][880/940] lr: 1.253e-02, eta: 7:41:11, time: 1.030, data_time: 0.010, memory: 6199, top1_acc: 0.5922, top5_acc: 0.8012, loss_cls: 1.7187, loss: 1.7187, grad_norm: 3.4912 2020-08-03 05:46:37,885 - mmaction - INFO - Epoch [228][900/940] lr: 1.253e-02, eta: 7:40:50, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.5773, top5_acc: 0.7936, loss_cls: 1.7876, loss: 1.7876, grad_norm: 3.5019 2020-08-03 05:46:58,037 - mmaction - INFO - Epoch [228][920/940] lr: 1.253e-02, eta: 7:40:28, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.5957, top5_acc: 0.7988, loss_cls: 1.7479, loss: 1.7479, grad_norm: 3.4849 2020-08-03 05:47:16,665 - mmaction - INFO - Epoch [228][940/940] lr: 1.253e-02, eta: 7:40:07, time: 0.934, data_time: 0.006, memory: 6199, top1_acc: 0.5816, top5_acc: 0.7896, loss_cls: 1.7929, loss: 1.7929, grad_norm: 3.6007 2020-08-03 05:47:16,965 - mmaction - INFO - Saving checkpoint at 228 epochs 2020-08-03 05:47:46,586 - mmaction - INFO - Epoch [229][20/940] lr: 1.169e-02, eta: 7:39:47, time: 1.401, data_time: 0.416, memory: 6199, top1_acc: 0.5891, top5_acc: 0.8063, loss_cls: 1.7239, loss: 1.7239, grad_norm: 3.4961 2020-08-03 05:48:06,552 - mmaction - INFO - Epoch [229][40/940] lr: 1.169e-02, eta: 7:39:26, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.5881, top5_acc: 0.7973, loss_cls: 1.7610, loss: 1.7610, grad_norm: 3.5549 2020-08-03 05:48:26,076 - mmaction - INFO - Epoch [229][60/940] lr: 1.169e-02, eta: 7:39:05, time: 0.976, data_time: 0.003, memory: 6199, top1_acc: 0.6043, top5_acc: 0.8152, loss_cls: 1.6762, loss: 1.6762, grad_norm: 3.4444 2020-08-03 05:48:46,756 - mmaction - INFO - Epoch [229][80/940] lr: 1.169e-02, eta: 7:38:44, time: 1.035, data_time: 0.007, memory: 6199, top1_acc: 0.5854, top5_acc: 0.7951, loss_cls: 1.7732, loss: 1.7732, grad_norm: 3.5274 2020-08-03 05:49:07,409 - mmaction - INFO - Epoch [229][100/940] lr: 1.169e-02, eta: 7:38:23, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.6002, top5_acc: 0.8000, loss_cls: 1.7377, loss: 1.7377, grad_norm: 3.5209 2020-08-03 05:49:28,520 - mmaction - INFO - Epoch [229][120/940] lr: 1.169e-02, eta: 7:38:02, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.5984, top5_acc: 0.8008, loss_cls: 1.7244, loss: 1.7244, grad_norm: 3.5213 2020-08-03 05:49:49,633 - mmaction - INFO - Epoch [229][140/940] lr: 1.169e-02, eta: 7:37:41, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.5988, top5_acc: 0.8111, loss_cls: 1.6863, loss: 1.6863, grad_norm: 3.5715 2020-08-03 05:50:09,903 - mmaction - INFO - Epoch [229][160/940] lr: 1.169e-02, eta: 7:37:20, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.6021, top5_acc: 0.7955, loss_cls: 1.7383, loss: 1.7383, grad_norm: 3.5585 2020-08-03 05:50:30,961 - mmaction - INFO - Epoch [229][180/940] lr: 1.169e-02, eta: 7:36:59, time: 1.051, data_time: 0.002, memory: 6199, top1_acc: 0.5943, top5_acc: 0.8029, loss_cls: 1.7190, loss: 1.7190, grad_norm: 3.4993 2020-08-03 05:50:51,272 - mmaction - INFO - Epoch [229][200/940] lr: 1.169e-02, eta: 7:36:38, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.5939, top5_acc: 0.7992, loss_cls: 1.7395, loss: 1.7395, grad_norm: 3.5879 2020-08-03 05:51:11,505 - mmaction - INFO - Epoch [229][220/940] lr: 1.169e-02, eta: 7:36:17, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6002, top5_acc: 0.8033, loss_cls: 1.7235, loss: 1.7235, grad_norm: 3.5437 2020-08-03 05:51:32,402 - mmaction - INFO - Epoch [229][240/940] lr: 1.169e-02, eta: 7:35:56, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.5969, top5_acc: 0.8037, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.5232 2020-08-03 05:51:52,325 - mmaction - INFO - Epoch [229][260/940] lr: 1.169e-02, eta: 7:35:35, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5988, top5_acc: 0.8086, loss_cls: 1.6898, loss: 1.6898, grad_norm: 3.5386 2020-08-03 05:52:12,216 - mmaction - INFO - Epoch [229][280/940] lr: 1.169e-02, eta: 7:35:13, time: 0.993, data_time: 0.005, memory: 6199, top1_acc: 0.5939, top5_acc: 0.8096, loss_cls: 1.6781, loss: 1.6781, grad_norm: 3.5078 2020-08-03 05:52:32,294 - mmaction - INFO - Epoch [229][300/940] lr: 1.169e-02, eta: 7:34:52, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.5809, top5_acc: 0.8008, loss_cls: 1.7520, loss: 1.7520, grad_norm: 3.5816 2020-08-03 05:52:52,115 - mmaction - INFO - Epoch [229][320/940] lr: 1.169e-02, eta: 7:34:31, time: 0.994, data_time: 0.009, memory: 6199, top1_acc: 0.5979, top5_acc: 0.7945, loss_cls: 1.7485, loss: 1.7485, grad_norm: 3.5836 2020-08-03 05:53:11,912 - mmaction - INFO - Epoch [229][340/940] lr: 1.169e-02, eta: 7:34:10, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.6062, top5_acc: 0.8115, loss_cls: 1.6709, loss: 1.6709, grad_norm: 3.5621 2020-08-03 05:53:32,427 - mmaction - INFO - Epoch [229][360/940] lr: 1.169e-02, eta: 7:33:49, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.5916, top5_acc: 0.8072, loss_cls: 1.7227, loss: 1.7227, grad_norm: 3.5516 2020-08-03 05:53:52,405 - mmaction - INFO - Epoch [229][380/940] lr: 1.169e-02, eta: 7:33:28, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.5951, top5_acc: 0.8006, loss_cls: 1.7104, loss: 1.7104, grad_norm: 3.5096 2020-08-03 05:54:12,256 - mmaction - INFO - Epoch [229][400/940] lr: 1.169e-02, eta: 7:33:07, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.7246, loss: 1.7246, grad_norm: 3.5517 2020-08-03 05:54:32,243 - mmaction - INFO - Epoch [229][420/940] lr: 1.169e-02, eta: 7:32:46, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.5848, top5_acc: 0.8000, loss_cls: 1.7546, loss: 1.7546, grad_norm: 3.6021 2020-08-03 05:54:52,316 - mmaction - INFO - Epoch [229][440/940] lr: 1.169e-02, eta: 7:32:25, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.5945, top5_acc: 0.8016, loss_cls: 1.7216, loss: 1.7216, grad_norm: 3.5208 2020-08-03 05:55:12,345 - mmaction - INFO - Epoch [229][460/940] lr: 1.169e-02, eta: 7:32:04, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.5951, top5_acc: 0.8057, loss_cls: 1.7314, loss: 1.7314, grad_norm: 3.5527 2020-08-03 05:55:32,536 - mmaction - INFO - Epoch [229][480/940] lr: 1.169e-02, eta: 7:31:43, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5986, top5_acc: 0.8035, loss_cls: 1.7173, loss: 1.7173, grad_norm: 3.5581 2020-08-03 05:55:52,791 - mmaction - INFO - Epoch [229][500/940] lr: 1.169e-02, eta: 7:31:21, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.5951, top5_acc: 0.8111, loss_cls: 1.7021, loss: 1.7021, grad_norm: 3.5610 2020-08-03 05:56:12,663 - mmaction - INFO - Epoch [229][520/940] lr: 1.169e-02, eta: 7:31:00, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.6033, top5_acc: 0.8014, loss_cls: 1.7124, loss: 1.7124, grad_norm: 3.5597 2020-08-03 05:56:32,702 - mmaction - INFO - Epoch [229][540/940] lr: 1.169e-02, eta: 7:30:39, time: 1.001, data_time: 0.006, memory: 6199, top1_acc: 0.5789, top5_acc: 0.7953, loss_cls: 1.7964, loss: 1.7964, grad_norm: 3.5911 2020-08-03 05:56:52,633 - mmaction - INFO - Epoch [229][560/940] lr: 1.169e-02, eta: 7:30:18, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.5889, top5_acc: 0.8025, loss_cls: 1.7421, loss: 1.7421, grad_norm: 3.5917 2020-08-03 05:57:12,743 - mmaction - INFO - Epoch [229][580/940] lr: 1.169e-02, eta: 7:29:57, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.5951, top5_acc: 0.8037, loss_cls: 1.7256, loss: 1.7256, grad_norm: 3.5297 2020-08-03 05:57:33,216 - mmaction - INFO - Epoch [229][600/940] lr: 1.169e-02, eta: 7:29:36, time: 1.028, data_time: 0.009, memory: 6199, top1_acc: 0.6027, top5_acc: 0.8055, loss_cls: 1.7076, loss: 1.7076, grad_norm: 3.5863 2020-08-03 05:57:53,251 - mmaction - INFO - Epoch [229][620/940] lr: 1.169e-02, eta: 7:29:15, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.5857, top5_acc: 0.7973, loss_cls: 1.7457, loss: 1.7457, grad_norm: 3.5351 2020-08-03 05:58:13,107 - mmaction - INFO - Epoch [229][640/940] lr: 1.169e-02, eta: 7:28:54, time: 0.991, data_time: 0.004, memory: 6199, top1_acc: 0.5861, top5_acc: 0.8025, loss_cls: 1.7607, loss: 1.7607, grad_norm: 3.4845 2020-08-03 05:58:32,840 - mmaction - INFO - Epoch [229][660/940] lr: 1.169e-02, eta: 7:28:33, time: 0.988, data_time: 0.011, memory: 6199, top1_acc: 0.5918, top5_acc: 0.7951, loss_cls: 1.7649, loss: 1.7649, grad_norm: 3.5475 2020-08-03 05:58:53,061 - mmaction - INFO - Epoch [229][680/940] lr: 1.169e-02, eta: 7:28:12, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.5934, top5_acc: 0.8021, loss_cls: 1.7349, loss: 1.7349, grad_norm: 3.5049 2020-08-03 05:59:12,968 - mmaction - INFO - Epoch [229][700/940] lr: 1.169e-02, eta: 7:27:51, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.5900, top5_acc: 0.7947, loss_cls: 1.7664, loss: 1.7664, grad_norm: 3.5212 2020-08-03 05:59:32,998 - mmaction - INFO - Epoch [229][720/940] lr: 1.169e-02, eta: 7:27:29, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.5900, top5_acc: 0.7967, loss_cls: 1.7573, loss: 1.7573, grad_norm: 3.5756 2020-08-03 05:59:53,308 - mmaction - INFO - Epoch [229][740/940] lr: 1.169e-02, eta: 7:27:08, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.5979, top5_acc: 0.8090, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.5823 2020-08-03 06:00:17,535 - mmaction - INFO - Epoch [229][760/940] lr: 1.169e-02, eta: 7:26:48, time: 1.201, data_time: 0.007, memory: 6199, top1_acc: 0.5955, top5_acc: 0.8041, loss_cls: 1.7082, loss: 1.7082, grad_norm: 3.6012 2020-08-03 06:00:37,778 - mmaction - INFO - Epoch [229][780/940] lr: 1.169e-02, eta: 7:26:27, time: 1.023, data_time: 0.022, memory: 6199, top1_acc: 0.5875, top5_acc: 0.8010, loss_cls: 1.7649, loss: 1.7649, grad_norm: 3.6517 2020-08-03 06:00:57,958 - mmaction - INFO - Epoch [229][800/940] lr: 1.169e-02, eta: 7:26:06, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.5951, top5_acc: 0.7973, loss_cls: 1.7575, loss: 1.7575, grad_norm: 3.5866 2020-08-03 06:01:18,160 - mmaction - INFO - Epoch [229][820/940] lr: 1.169e-02, eta: 7:25:45, time: 1.016, data_time: 0.012, memory: 6199, top1_acc: 0.5961, top5_acc: 0.7980, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.5229 2020-08-03 06:01:38,275 - mmaction - INFO - Epoch [229][840/940] lr: 1.169e-02, eta: 7:25:24, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.5877, top5_acc: 0.7973, loss_cls: 1.7666, loss: 1.7666, grad_norm: 3.5364 2020-08-03 06:01:58,500 - mmaction - INFO - Epoch [229][860/940] lr: 1.169e-02, eta: 7:25:02, time: 1.016, data_time: 0.010, memory: 6199, top1_acc: 0.5908, top5_acc: 0.7955, loss_cls: 1.7563, loss: 1.7563, grad_norm: 3.5023 2020-08-03 06:02:18,321 - mmaction - INFO - Epoch [229][880/940] lr: 1.169e-02, eta: 7:24:41, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5891, top5_acc: 0.7984, loss_cls: 1.7307, loss: 1.7307, grad_norm: 3.5750 2020-08-03 06:02:38,480 - mmaction - INFO - Epoch [229][900/940] lr: 1.169e-02, eta: 7:24:20, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.5949, top5_acc: 0.7980, loss_cls: 1.7416, loss: 1.7416, grad_norm: 3.5418 2020-08-03 06:02:58,587 - mmaction - INFO - Epoch [229][920/940] lr: 1.169e-02, eta: 7:23:59, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.5975, top5_acc: 0.8010, loss_cls: 1.7204, loss: 1.7204, grad_norm: 3.5511 2020-08-03 06:03:17,386 - mmaction - INFO - Epoch [229][940/940] lr: 1.169e-02, eta: 7:23:38, time: 0.941, data_time: 0.010, memory: 6199, top1_acc: 0.5887, top5_acc: 0.7981, loss_cls: 1.7826, loss: 1.7826, grad_norm: 3.6615 2020-08-03 06:03:50,686 - mmaction - INFO - Epoch [230][20/940] lr: 1.088e-02, eta: 7:23:18, time: 1.649, data_time: 0.602, memory: 6199, top1_acc: 0.6158, top5_acc: 0.8129, loss_cls: 1.6565, loss: 1.6565, grad_norm: 3.4419 2020-08-03 06:04:10,439 - mmaction - INFO - Epoch [230][40/940] lr: 1.088e-02, eta: 7:22:57, time: 0.990, data_time: 0.007, memory: 6199, top1_acc: 0.5998, top5_acc: 0.8088, loss_cls: 1.7116, loss: 1.7116, grad_norm: 3.5707 2020-08-03 06:04:30,198 - mmaction - INFO - Epoch [230][60/940] lr: 1.088e-02, eta: 7:22:36, time: 0.986, data_time: 0.008, memory: 6199, top1_acc: 0.6049, top5_acc: 0.8125, loss_cls: 1.6807, loss: 1.6807, grad_norm: 3.5569 2020-08-03 06:04:50,787 - mmaction - INFO - Epoch [230][80/940] lr: 1.088e-02, eta: 7:22:15, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.5930, top5_acc: 0.8014, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.6080 2020-08-03 06:05:11,475 - mmaction - INFO - Epoch [230][100/940] lr: 1.088e-02, eta: 7:21:54, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.6078, top5_acc: 0.8100, loss_cls: 1.6911, loss: 1.6911, grad_norm: 3.5142 2020-08-03 06:05:32,772 - mmaction - INFO - Epoch [230][120/940] lr: 1.088e-02, eta: 7:21:33, time: 1.067, data_time: 0.005, memory: 6199, top1_acc: 0.5951, top5_acc: 0.8016, loss_cls: 1.7465, loss: 1.7465, grad_norm: 3.5568 2020-08-03 06:05:53,356 - mmaction - INFO - Epoch [230][140/940] lr: 1.088e-02, eta: 7:21:12, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.6037, top5_acc: 0.8053, loss_cls: 1.7039, loss: 1.7039, grad_norm: 3.5633 2020-08-03 06:06:14,594 - mmaction - INFO - Epoch [230][160/940] lr: 1.088e-02, eta: 7:20:51, time: 1.060, data_time: 0.003, memory: 6199, top1_acc: 0.5943, top5_acc: 0.8033, loss_cls: 1.7078, loss: 1.7078, grad_norm: 3.5424 2020-08-03 06:06:34,436 - mmaction - INFO - Epoch [230][180/940] lr: 1.088e-02, eta: 7:20:30, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.6074, top5_acc: 0.8059, loss_cls: 1.7122, loss: 1.7122, grad_norm: 3.5404 2020-08-03 06:06:54,645 - mmaction - INFO - Epoch [230][200/940] lr: 1.088e-02, eta: 7:20:09, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.5867, top5_acc: 0.7965, loss_cls: 1.7714, loss: 1.7714, grad_norm: 3.6309 2020-08-03 06:07:15,840 - mmaction - INFO - Epoch [230][220/940] lr: 1.088e-02, eta: 7:19:48, time: 1.058, data_time: 0.006, memory: 6199, top1_acc: 0.5992, top5_acc: 0.8107, loss_cls: 1.6852, loss: 1.6852, grad_norm: 3.5323 2020-08-03 06:07:36,172 - mmaction - INFO - Epoch [230][240/940] lr: 1.088e-02, eta: 7:19:27, time: 1.017, data_time: 0.005, memory: 6199, top1_acc: 0.5955, top5_acc: 0.7984, loss_cls: 1.7393, loss: 1.7393, grad_norm: 3.6133 2020-08-03 06:07:56,584 - mmaction - INFO - Epoch [230][260/940] lr: 1.088e-02, eta: 7:19:06, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.5928, top5_acc: 0.8070, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.5802 2020-08-03 06:08:17,309 - mmaction - INFO - Epoch [230][280/940] lr: 1.088e-02, eta: 7:18:45, time: 1.034, data_time: 0.003, memory: 6199, top1_acc: 0.6098, top5_acc: 0.8094, loss_cls: 1.6818, loss: 1.6818, grad_norm: 3.5423 2020-08-03 06:08:38,114 - mmaction - INFO - Epoch [230][300/940] lr: 1.088e-02, eta: 7:18:24, time: 1.043, data_time: 0.010, memory: 6199, top1_acc: 0.5979, top5_acc: 0.8055, loss_cls: 1.7030, loss: 1.7030, grad_norm: 3.5880 2020-08-03 06:08:58,560 - mmaction - INFO - Epoch [230][320/940] lr: 1.088e-02, eta: 7:18:03, time: 1.019, data_time: 0.006, memory: 6199, top1_acc: 0.6113, top5_acc: 0.8109, loss_cls: 1.6796, loss: 1.6796, grad_norm: 3.5478 2020-08-03 06:09:18,899 - mmaction - INFO - Epoch [230][340/940] lr: 1.088e-02, eta: 7:17:42, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.5963, top5_acc: 0.7939, loss_cls: 1.7119, loss: 1.7119, grad_norm: 3.6041 2020-08-03 06:09:39,678 - mmaction - INFO - Epoch [230][360/940] lr: 1.088e-02, eta: 7:17:21, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.5971, top5_acc: 0.8021, loss_cls: 1.7319, loss: 1.7319, grad_norm: 3.5912 2020-08-03 06:10:00,131 - mmaction - INFO - Epoch [230][380/940] lr: 1.088e-02, eta: 7:17:00, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.6381, loss: 1.6381, grad_norm: 3.5202 2020-08-03 06:10:20,657 - mmaction - INFO - Epoch [230][400/940] lr: 1.088e-02, eta: 7:16:39, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.6064, top5_acc: 0.8121, loss_cls: 1.6660, loss: 1.6660, grad_norm: 3.5585 2020-08-03 06:10:40,526 - mmaction - INFO - Epoch [230][420/940] lr: 1.088e-02, eta: 7:16:18, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.5869, top5_acc: 0.7936, loss_cls: 1.7792, loss: 1.7792, grad_norm: 3.6608 2020-08-03 06:11:00,717 - mmaction - INFO - Epoch [230][440/940] lr: 1.088e-02, eta: 7:15:57, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5957, top5_acc: 0.7967, loss_cls: 1.7574, loss: 1.7574, grad_norm: 3.5879 2020-08-03 06:11:21,407 - mmaction - INFO - Epoch [230][460/940] lr: 1.088e-02, eta: 7:15:36, time: 1.033, data_time: 0.009, memory: 6199, top1_acc: 0.6033, top5_acc: 0.8078, loss_cls: 1.6952, loss: 1.6952, grad_norm: 3.6054 2020-08-03 06:11:42,610 - mmaction - INFO - Epoch [230][480/940] lr: 1.088e-02, eta: 7:15:15, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.5953, top5_acc: 0.8004, loss_cls: 1.7421, loss: 1.7421, grad_norm: 3.5936 2020-08-03 06:12:02,434 - mmaction - INFO - Epoch [230][500/940] lr: 1.088e-02, eta: 7:14:54, time: 0.993, data_time: 0.009, memory: 6199, top1_acc: 0.5916, top5_acc: 0.7975, loss_cls: 1.7512, loss: 1.7512, grad_norm: 3.6304 2020-08-03 06:12:23,121 - mmaction - INFO - Epoch [230][520/940] lr: 1.088e-02, eta: 7:14:33, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.5922, top5_acc: 0.8035, loss_cls: 1.7386, loss: 1.7386, grad_norm: 3.6398 2020-08-03 06:12:44,527 - mmaction - INFO - Epoch [230][540/940] lr: 1.088e-02, eta: 7:14:12, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.5953, top5_acc: 0.8152, loss_cls: 1.6946, loss: 1.6946, grad_norm: 3.6284 2020-08-03 06:13:04,739 - mmaction - INFO - Epoch [230][560/940] lr: 1.088e-02, eta: 7:13:51, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6070, top5_acc: 0.8066, loss_cls: 1.6911, loss: 1.6911, grad_norm: 3.5835 2020-08-03 06:13:25,063 - mmaction - INFO - Epoch [230][580/940] lr: 1.088e-02, eta: 7:13:30, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.6035, top5_acc: 0.7916, loss_cls: 1.7286, loss: 1.7286, grad_norm: 3.5800 2020-08-03 06:13:45,843 - mmaction - INFO - Epoch [230][600/940] lr: 1.088e-02, eta: 7:13:09, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.5973, top5_acc: 0.8016, loss_cls: 1.7208, loss: 1.7208, grad_norm: 3.6057 2020-08-03 06:14:06,416 - mmaction - INFO - Epoch [230][620/940] lr: 1.088e-02, eta: 7:12:48, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.6064, top5_acc: 0.8088, loss_cls: 1.7045, loss: 1.7045, grad_norm: 3.6116 2020-08-03 06:14:27,407 - mmaction - INFO - Epoch [230][640/940] lr: 1.088e-02, eta: 7:12:27, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.6051, top5_acc: 0.8100, loss_cls: 1.6771, loss: 1.6771, grad_norm: 3.5867 2020-08-03 06:14:48,064 - mmaction - INFO - Epoch [230][660/940] lr: 1.088e-02, eta: 7:12:06, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.5953, top5_acc: 0.7967, loss_cls: 1.7381, loss: 1.7381, grad_norm: 3.6287 2020-08-03 06:15:08,161 - mmaction - INFO - Epoch [230][680/940] lr: 1.088e-02, eta: 7:11:44, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.6023, top5_acc: 0.8082, loss_cls: 1.6845, loss: 1.6845, grad_norm: 3.5396 2020-08-03 06:15:27,971 - mmaction - INFO - Epoch [230][700/940] lr: 1.088e-02, eta: 7:11:23, time: 0.991, data_time: 0.004, memory: 6199, top1_acc: 0.5896, top5_acc: 0.8025, loss_cls: 1.7385, loss: 1.7385, grad_norm: 3.6430 2020-08-03 06:15:48,012 - mmaction - INFO - Epoch [230][720/940] lr: 1.088e-02, eta: 7:11:02, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.5961, top5_acc: 0.8051, loss_cls: 1.7234, loss: 1.7234, grad_norm: 3.5858 2020-08-03 06:16:08,208 - mmaction - INFO - Epoch [230][740/940] lr: 1.088e-02, eta: 7:10:41, time: 1.011, data_time: 0.010, memory: 6199, top1_acc: 0.6025, top5_acc: 0.8088, loss_cls: 1.6951, loss: 1.6951, grad_norm: 3.6321 2020-08-03 06:16:28,111 - mmaction - INFO - Epoch [230][760/940] lr: 1.088e-02, eta: 7:10:20, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5969, top5_acc: 0.8043, loss_cls: 1.7320, loss: 1.7320, grad_norm: 3.6220 2020-08-03 06:16:48,227 - mmaction - INFO - Epoch [230][780/940] lr: 1.088e-02, eta: 7:09:59, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.5975, top5_acc: 0.8025, loss_cls: 1.7083, loss: 1.7083, grad_norm: 3.5944 2020-08-03 06:17:07,964 - mmaction - INFO - Epoch [230][800/940] lr: 1.088e-02, eta: 7:09:38, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.5982, top5_acc: 0.8035, loss_cls: 1.7398, loss: 1.7398, grad_norm: 3.6703 2020-08-03 06:17:27,843 - mmaction - INFO - Epoch [230][820/940] lr: 1.088e-02, eta: 7:09:17, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.6016, top5_acc: 0.8068, loss_cls: 1.6964, loss: 1.6964, grad_norm: 3.6505 2020-08-03 06:17:47,806 - mmaction - INFO - Epoch [230][840/940] lr: 1.088e-02, eta: 7:08:56, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.5953, top5_acc: 0.8072, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.5684 2020-08-03 06:18:07,935 - mmaction - INFO - Epoch [230][860/940] lr: 1.088e-02, eta: 7:08:35, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.5943, top5_acc: 0.7941, loss_cls: 1.7496, loss: 1.7496, grad_norm: 3.5828 2020-08-03 06:18:28,105 - mmaction - INFO - Epoch [230][880/940] lr: 1.088e-02, eta: 7:08:14, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5889, top5_acc: 0.8023, loss_cls: 1.7387, loss: 1.7387, grad_norm: 3.6191 2020-08-03 06:18:48,003 - mmaction - INFO - Epoch [230][900/940] lr: 1.088e-02, eta: 7:07:53, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.6014, top5_acc: 0.8047, loss_cls: 1.7022, loss: 1.7022, grad_norm: 3.6000 2020-08-03 06:19:07,855 - mmaction - INFO - Epoch [230][920/940] lr: 1.088e-02, eta: 7:07:31, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.6020, top5_acc: 0.8025, loss_cls: 1.7223, loss: 1.7223, grad_norm: 3.5825 2020-08-03 06:19:26,805 - mmaction - INFO - Epoch [230][940/940] lr: 1.088e-02, eta: 7:07:10, time: 0.945, data_time: 0.006, memory: 6199, top1_acc: 0.5869, top5_acc: 0.7912, loss_cls: 1.7704, loss: 1.7704, grad_norm: 3.7775 2020-08-03 06:19:57,154 - mmaction - INFO - Epoch [231][20/940] lr: 1.009e-02, eta: 7:06:50, time: 1.497, data_time: 0.446, memory: 6199, top1_acc: 0.6107, top5_acc: 0.8201, loss_cls: 1.6393, loss: 1.6393, grad_norm: 3.6025 2020-08-03 06:20:16,385 - mmaction - INFO - Epoch [231][40/940] lr: 1.009e-02, eta: 7:06:29, time: 0.963, data_time: 0.011, memory: 6199, top1_acc: 0.6094, top5_acc: 0.8104, loss_cls: 1.6598, loss: 1.6598, grad_norm: 3.6038 2020-08-03 06:20:36,150 - mmaction - INFO - Epoch [231][60/940] lr: 1.009e-02, eta: 7:06:08, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.6109, top5_acc: 0.8100, loss_cls: 1.6652, loss: 1.6652, grad_norm: 3.5773 2020-08-03 06:20:56,081 - mmaction - INFO - Epoch [231][80/940] lr: 1.009e-02, eta: 7:05:47, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.5961, top5_acc: 0.8033, loss_cls: 1.7248, loss: 1.7248, grad_norm: 3.6103 2020-08-03 06:21:16,810 - mmaction - INFO - Epoch [231][100/940] lr: 1.009e-02, eta: 7:05:26, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.5953, top5_acc: 0.8064, loss_cls: 1.7067, loss: 1.7067, grad_norm: 3.6619 2020-08-03 06:21:36,958 - mmaction - INFO - Epoch [231][120/940] lr: 1.009e-02, eta: 7:05:05, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.6100, top5_acc: 0.8092, loss_cls: 1.6592, loss: 1.6592, grad_norm: 3.5477 2020-08-03 06:21:56,801 - mmaction - INFO - Epoch [231][140/940] lr: 1.009e-02, eta: 7:04:44, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.6025, top5_acc: 0.8084, loss_cls: 1.6837, loss: 1.6837, grad_norm: 3.5934 2020-08-03 06:22:16,957 - mmaction - INFO - Epoch [231][160/940] lr: 1.009e-02, eta: 7:04:23, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.6082, top5_acc: 0.8184, loss_cls: 1.6505, loss: 1.6505, grad_norm: 3.6061 2020-08-03 06:22:37,105 - mmaction - INFO - Epoch [231][180/940] lr: 1.009e-02, eta: 7:04:02, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.6107, top5_acc: 0.8154, loss_cls: 1.6360, loss: 1.6360, grad_norm: 3.6362 2020-08-03 06:22:58,016 - mmaction - INFO - Epoch [231][200/940] lr: 1.009e-02, eta: 7:03:41, time: 1.046, data_time: 0.004, memory: 6199, top1_acc: 0.6072, top5_acc: 0.8027, loss_cls: 1.6851, loss: 1.6851, grad_norm: 3.6732 2020-08-03 06:23:18,226 - mmaction - INFO - Epoch [231][220/940] lr: 1.009e-02, eta: 7:03:20, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5961, top5_acc: 0.8074, loss_cls: 1.7156, loss: 1.7156, grad_norm: 3.7420 2020-08-03 06:23:38,437 - mmaction - INFO - Epoch [231][240/940] lr: 1.009e-02, eta: 7:02:58, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.6086, top5_acc: 0.8129, loss_cls: 1.6754, loss: 1.6754, grad_norm: 3.5963 2020-08-03 06:23:59,258 - mmaction - INFO - Epoch [231][260/940] lr: 1.009e-02, eta: 7:02:37, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.5932, top5_acc: 0.8051, loss_cls: 1.7461, loss: 1.7461, grad_norm: 3.7210 2020-08-03 06:24:20,472 - mmaction - INFO - Epoch [231][280/940] lr: 1.009e-02, eta: 7:02:17, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.6143, top5_acc: 0.8150, loss_cls: 1.6680, loss: 1.6680, grad_norm: 3.6473 2020-08-03 06:24:40,393 - mmaction - INFO - Epoch [231][300/940] lr: 1.009e-02, eta: 7:01:55, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.6041, top5_acc: 0.8111, loss_cls: 1.6783, loss: 1.6783, grad_norm: 3.6702 2020-08-03 06:25:00,628 - mmaction - INFO - Epoch [231][320/940] lr: 1.009e-02, eta: 7:01:34, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6059, top5_acc: 0.8074, loss_cls: 1.6723, loss: 1.6723, grad_norm: 3.5709 2020-08-03 06:25:21,973 - mmaction - INFO - Epoch [231][340/940] lr: 1.009e-02, eta: 7:01:13, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.6004, top5_acc: 0.8072, loss_cls: 1.6901, loss: 1.6901, grad_norm: 3.6379 2020-08-03 06:25:42,018 - mmaction - INFO - Epoch [231][360/940] lr: 1.009e-02, eta: 7:00:52, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.5955, top5_acc: 0.7977, loss_cls: 1.7085, loss: 1.7085, grad_norm: 3.6177 2020-08-03 06:26:02,117 - mmaction - INFO - Epoch [231][380/940] lr: 1.009e-02, eta: 7:00:31, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.6068, top5_acc: 0.8090, loss_cls: 1.6632, loss: 1.6632, grad_norm: 3.6617 2020-08-03 06:26:22,386 - mmaction - INFO - Epoch [231][400/940] lr: 1.009e-02, eta: 7:00:10, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6010, top5_acc: 0.8037, loss_cls: 1.7075, loss: 1.7075, grad_norm: 3.5986 2020-08-03 06:26:43,418 - mmaction - INFO - Epoch [231][420/940] lr: 1.009e-02, eta: 6:59:49, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.6008, top5_acc: 0.8061, loss_cls: 1.7043, loss: 1.7043, grad_norm: 3.6362 2020-08-03 06:27:04,499 - mmaction - INFO - Epoch [231][440/940] lr: 1.009e-02, eta: 6:59:28, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.6059, top5_acc: 0.8064, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.6326 2020-08-03 06:27:25,250 - mmaction - INFO - Epoch [231][460/940] lr: 1.009e-02, eta: 6:59:07, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.5938, top5_acc: 0.8057, loss_cls: 1.7136, loss: 1.7136, grad_norm: 3.6551 2020-08-03 06:27:45,154 - mmaction - INFO - Epoch [231][480/940] lr: 1.009e-02, eta: 6:58:46, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.5924, top5_acc: 0.8002, loss_cls: 1.7392, loss: 1.7392, grad_norm: 3.6847 2020-08-03 06:28:05,633 - mmaction - INFO - Epoch [231][500/940] lr: 1.009e-02, eta: 6:58:25, time: 1.022, data_time: 0.010, memory: 6199, top1_acc: 0.6033, top5_acc: 0.8027, loss_cls: 1.6922, loss: 1.6922, grad_norm: 3.6005 2020-08-03 06:28:25,519 - mmaction - INFO - Epoch [231][520/940] lr: 1.009e-02, eta: 6:58:04, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.6125, top5_acc: 0.8025, loss_cls: 1.6902, loss: 1.6902, grad_norm: 3.5938 2020-08-03 06:28:45,693 - mmaction - INFO - Epoch [231][540/940] lr: 1.009e-02, eta: 6:57:43, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.5928, top5_acc: 0.8010, loss_cls: 1.7385, loss: 1.7385, grad_norm: 3.7207 2020-08-03 06:29:05,864 - mmaction - INFO - Epoch [231][560/940] lr: 1.009e-02, eta: 6:57:22, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.5977, top5_acc: 0.7992, loss_cls: 1.7366, loss: 1.7366, grad_norm: 3.6497 2020-08-03 06:29:26,031 - mmaction - INFO - Epoch [231][580/940] lr: 1.009e-02, eta: 6:57:01, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.5904, top5_acc: 0.8039, loss_cls: 1.7288, loss: 1.7288, grad_norm: 3.6792 2020-08-03 06:29:46,190 - mmaction - INFO - Epoch [231][600/940] lr: 1.009e-02, eta: 6:56:40, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.5990, top5_acc: 0.7982, loss_cls: 1.7349, loss: 1.7349, grad_norm: 3.6211 2020-08-03 06:30:06,391 - mmaction - INFO - Epoch [231][620/940] lr: 1.009e-02, eta: 6:56:19, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.6025, top5_acc: 0.8076, loss_cls: 1.6879, loss: 1.6879, grad_norm: 3.6335 2020-08-03 06:30:26,251 - mmaction - INFO - Epoch [231][640/940] lr: 1.009e-02, eta: 6:55:58, time: 0.997, data_time: 0.005, memory: 6199, top1_acc: 0.6107, top5_acc: 0.8154, loss_cls: 1.6439, loss: 1.6439, grad_norm: 3.5698 2020-08-03 06:30:46,841 - mmaction - INFO - Epoch [231][660/940] lr: 1.009e-02, eta: 6:55:37, time: 1.028, data_time: 0.005, memory: 6199, top1_acc: 0.6064, top5_acc: 0.8049, loss_cls: 1.7004, loss: 1.7004, grad_norm: 3.6903 2020-08-03 06:31:07,110 - mmaction - INFO - Epoch [231][680/940] lr: 1.009e-02, eta: 6:55:16, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.6031, top5_acc: 0.8020, loss_cls: 1.7116, loss: 1.7116, grad_norm: 3.6635 2020-08-03 06:31:27,214 - mmaction - INFO - Epoch [231][700/940] lr: 1.009e-02, eta: 6:54:55, time: 1.005, data_time: 0.010, memory: 6199, top1_acc: 0.6006, top5_acc: 0.8021, loss_cls: 1.7294, loss: 1.7294, grad_norm: 3.6176 2020-08-03 06:31:47,012 - mmaction - INFO - Epoch [231][720/940] lr: 1.009e-02, eta: 6:54:33, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.5990, top5_acc: 0.8002, loss_cls: 1.7255, loss: 1.7255, grad_norm: 3.6182 2020-08-03 06:32:07,501 - mmaction - INFO - Epoch [231][740/940] lr: 1.009e-02, eta: 6:54:12, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6068, top5_acc: 0.8014, loss_cls: 1.7182, loss: 1.7182, grad_norm: 3.6355 2020-08-03 06:32:27,818 - mmaction - INFO - Epoch [231][760/940] lr: 1.009e-02, eta: 6:53:51, time: 1.016, data_time: 0.003, memory: 6199, top1_acc: 0.6086, top5_acc: 0.8074, loss_cls: 1.6938, loss: 1.6938, grad_norm: 3.6359 2020-08-03 06:32:47,962 - mmaction - INFO - Epoch [231][780/940] lr: 1.009e-02, eta: 6:53:30, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.6033, top5_acc: 0.8137, loss_cls: 1.6699, loss: 1.6699, grad_norm: 3.6206 2020-08-03 06:33:08,083 - mmaction - INFO - Epoch [231][800/940] lr: 1.009e-02, eta: 6:53:09, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.6010, top5_acc: 0.8039, loss_cls: 1.7110, loss: 1.7110, grad_norm: 3.6655 2020-08-03 06:33:28,204 - mmaction - INFO - Epoch [231][820/940] lr: 1.009e-02, eta: 6:52:48, time: 1.005, data_time: 0.009, memory: 6199, top1_acc: 0.5967, top5_acc: 0.8125, loss_cls: 1.7090, loss: 1.7090, grad_norm: 3.7166 2020-08-03 06:33:48,218 - mmaction - INFO - Epoch [231][840/940] lr: 1.009e-02, eta: 6:52:27, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.5980, top5_acc: 0.8049, loss_cls: 1.6868, loss: 1.6868, grad_norm: 3.6539 2020-08-03 06:34:09,548 - mmaction - INFO - Epoch [231][860/940] lr: 1.009e-02, eta: 6:52:06, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.6002, top5_acc: 0.8098, loss_cls: 1.6763, loss: 1.6763, grad_norm: 3.6411 2020-08-03 06:34:29,272 - mmaction - INFO - Epoch [231][880/940] lr: 1.009e-02, eta: 6:51:45, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.6008, top5_acc: 0.8012, loss_cls: 1.7154, loss: 1.7154, grad_norm: 3.6847 2020-08-03 06:34:49,245 - mmaction - INFO - Epoch [231][900/940] lr: 1.009e-02, eta: 6:51:24, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.5945, top5_acc: 0.8047, loss_cls: 1.7238, loss: 1.7238, grad_norm: 3.6827 2020-08-03 06:35:09,177 - mmaction - INFO - Epoch [231][920/940] lr: 1.009e-02, eta: 6:51:03, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.5992, top5_acc: 0.8121, loss_cls: 1.6970, loss: 1.6970, grad_norm: 3.6756 2020-08-03 06:35:28,263 - mmaction - INFO - Epoch [231][940/940] lr: 1.009e-02, eta: 6:50:42, time: 0.952, data_time: 0.003, memory: 6199, top1_acc: 0.5909, top5_acc: 0.7973, loss_cls: 1.7456, loss: 1.7456, grad_norm: 3.6967 2020-08-03 06:35:58,707 - mmaction - INFO - Epoch [232][20/940] lr: 9.339e-03, eta: 6:50:22, time: 1.509, data_time: 0.514, memory: 6199, top1_acc: 0.6256, top5_acc: 0.8234, loss_cls: 1.6051, loss: 1.6051, grad_norm: 3.5381 2020-08-03 06:36:18,457 - mmaction - INFO - Epoch [232][40/940] lr: 9.339e-03, eta: 6:50:01, time: 0.984, data_time: 0.008, memory: 6199, top1_acc: 0.6102, top5_acc: 0.8184, loss_cls: 1.6266, loss: 1.6266, grad_norm: 3.6618 2020-08-03 06:36:39,123 - mmaction - INFO - Epoch [232][60/940] lr: 9.339e-03, eta: 6:49:40, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.6160, top5_acc: 0.8109, loss_cls: 1.6765, loss: 1.6765, grad_norm: 3.6263 2020-08-03 06:37:00,152 - mmaction - INFO - Epoch [232][80/940] lr: 9.339e-03, eta: 6:49:19, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.6146, top5_acc: 0.8180, loss_cls: 1.6180, loss: 1.6180, grad_norm: 3.6073 2020-08-03 06:37:20,803 - mmaction - INFO - Epoch [232][100/940] lr: 9.339e-03, eta: 6:48:58, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.5957, top5_acc: 0.8004, loss_cls: 1.7124, loss: 1.7124, grad_norm: 3.7027 2020-08-03 06:37:42,295 - mmaction - INFO - Epoch [232][120/940] lr: 9.339e-03, eta: 6:48:37, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.6082, top5_acc: 0.8025, loss_cls: 1.6740, loss: 1.6740, grad_norm: 3.5927 2020-08-03 06:38:03,146 - mmaction - INFO - Epoch [232][140/940] lr: 9.339e-03, eta: 6:48:16, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.6139, top5_acc: 0.8117, loss_cls: 1.6707, loss: 1.6707, grad_norm: 3.6525 2020-08-03 06:38:24,438 - mmaction - INFO - Epoch [232][160/940] lr: 9.339e-03, eta: 6:47:55, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.6035, top5_acc: 0.7998, loss_cls: 1.7167, loss: 1.7167, grad_norm: 3.7253 2020-08-03 06:38:46,176 - mmaction - INFO - Epoch [232][180/940] lr: 9.339e-03, eta: 6:47:34, time: 1.088, data_time: 0.009, memory: 6199, top1_acc: 0.6115, top5_acc: 0.8131, loss_cls: 1.6716, loss: 1.6716, grad_norm: 3.6905 2020-08-03 06:39:06,426 - mmaction - INFO - Epoch [232][200/940] lr: 9.339e-03, eta: 6:47:13, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6088, top5_acc: 0.8070, loss_cls: 1.6793, loss: 1.6793, grad_norm: 3.6552 2020-08-03 06:39:27,481 - mmaction - INFO - Epoch [232][220/940] lr: 9.339e-03, eta: 6:46:52, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.6055, top5_acc: 0.8137, loss_cls: 1.6500, loss: 1.6500, grad_norm: 3.6358 2020-08-03 06:39:48,448 - mmaction - INFO - Epoch [232][240/940] lr: 9.339e-03, eta: 6:46:31, time: 1.050, data_time: 0.011, memory: 6199, top1_acc: 0.6057, top5_acc: 0.8035, loss_cls: 1.6900, loss: 1.6900, grad_norm: 3.6596 2020-08-03 06:40:08,663 - mmaction - INFO - Epoch [232][260/940] lr: 9.339e-03, eta: 6:46:10, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.5973, top5_acc: 0.8014, loss_cls: 1.7164, loss: 1.7164, grad_norm: 3.6727 2020-08-03 06:40:28,783 - mmaction - INFO - Epoch [232][280/940] lr: 9.339e-03, eta: 6:45:49, time: 1.006, data_time: 0.003, memory: 6199, top1_acc: 0.6070, top5_acc: 0.8080, loss_cls: 1.6856, loss: 1.6856, grad_norm: 3.6634 2020-08-03 06:40:48,634 - mmaction - INFO - Epoch [232][300/940] lr: 9.339e-03, eta: 6:45:28, time: 0.991, data_time: 0.007, memory: 6199, top1_acc: 0.6074, top5_acc: 0.8137, loss_cls: 1.6580, loss: 1.6580, grad_norm: 3.6278 2020-08-03 06:41:08,754 - mmaction - INFO - Epoch [232][320/940] lr: 9.339e-03, eta: 6:45:07, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6119, top5_acc: 0.8086, loss_cls: 1.6625, loss: 1.6625, grad_norm: 3.6544 2020-08-03 06:41:29,736 - mmaction - INFO - Epoch [232][340/940] lr: 9.339e-03, eta: 6:44:46, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.6078, top5_acc: 0.8148, loss_cls: 1.6527, loss: 1.6527, grad_norm: 3.6212 2020-08-03 06:41:49,694 - mmaction - INFO - Epoch [232][360/940] lr: 9.339e-03, eta: 6:44:25, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.6043, top5_acc: 0.8111, loss_cls: 1.6746, loss: 1.6746, grad_norm: 3.7184 2020-08-03 06:42:09,427 - mmaction - INFO - Epoch [232][380/940] lr: 9.339e-03, eta: 6:44:04, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.5943, top5_acc: 0.8078, loss_cls: 1.6854, loss: 1.6854, grad_norm: 3.7707 2020-08-03 06:42:30,158 - mmaction - INFO - Epoch [232][400/940] lr: 9.339e-03, eta: 6:43:43, time: 1.036, data_time: 0.004, memory: 6199, top1_acc: 0.6084, top5_acc: 0.8160, loss_cls: 1.6486, loss: 1.6486, grad_norm: 3.6665 2020-08-03 06:42:50,398 - mmaction - INFO - Epoch [232][420/940] lr: 9.339e-03, eta: 6:43:21, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.6088, top5_acc: 0.8104, loss_cls: 1.6694, loss: 1.6694, grad_norm: 3.6982 2020-08-03 06:43:10,553 - mmaction - INFO - Epoch [232][440/940] lr: 9.339e-03, eta: 6:43:00, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.6137, top5_acc: 0.8166, loss_cls: 1.6477, loss: 1.6477, grad_norm: 3.6003 2020-08-03 06:43:30,649 - mmaction - INFO - Epoch [232][460/940] lr: 9.339e-03, eta: 6:42:39, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.6162, top5_acc: 0.8037, loss_cls: 1.6630, loss: 1.6630, grad_norm: 3.6360 2020-08-03 06:43:50,687 - mmaction - INFO - Epoch [232][480/940] lr: 9.339e-03, eta: 6:42:18, time: 1.001, data_time: 0.005, memory: 6199, top1_acc: 0.6125, top5_acc: 0.8041, loss_cls: 1.6802, loss: 1.6802, grad_norm: 3.6630 2020-08-03 06:44:11,047 - mmaction - INFO - Epoch [232][500/940] lr: 9.339e-03, eta: 6:41:57, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.6082, top5_acc: 0.8076, loss_cls: 1.6842, loss: 1.6842, grad_norm: 3.6890 2020-08-03 06:44:31,713 - mmaction - INFO - Epoch [232][520/940] lr: 9.339e-03, eta: 6:41:36, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.6059, top5_acc: 0.8076, loss_cls: 1.6901, loss: 1.6901, grad_norm: 3.7628 2020-08-03 06:44:51,618 - mmaction - INFO - Epoch [232][540/940] lr: 9.339e-03, eta: 6:41:15, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.6098, top5_acc: 0.8172, loss_cls: 1.6655, loss: 1.6655, grad_norm: 3.7138 2020-08-03 06:45:12,056 - mmaction - INFO - Epoch [232][560/940] lr: 9.339e-03, eta: 6:40:54, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.6012, top5_acc: 0.8014, loss_cls: 1.7154, loss: 1.7154, grad_norm: 3.6986 2020-08-03 06:45:31,755 - mmaction - INFO - Epoch [232][580/940] lr: 9.339e-03, eta: 6:40:33, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.6053, top5_acc: 0.8072, loss_cls: 1.7018, loss: 1.7018, grad_norm: 3.6533 2020-08-03 06:45:52,079 - mmaction - INFO - Epoch [232][600/940] lr: 9.339e-03, eta: 6:40:12, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.5879, top5_acc: 0.7998, loss_cls: 1.7475, loss: 1.7475, grad_norm: 3.7557 2020-08-03 06:46:12,046 - mmaction - INFO - Epoch [232][620/940] lr: 9.339e-03, eta: 6:39:51, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6045, top5_acc: 0.8121, loss_cls: 1.6727, loss: 1.6727, grad_norm: 3.6253 2020-08-03 06:46:31,993 - mmaction - INFO - Epoch [232][640/940] lr: 9.339e-03, eta: 6:39:30, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.5951, top5_acc: 0.8033, loss_cls: 1.6995, loss: 1.6995, grad_norm: 3.6743 2020-08-03 06:46:52,140 - mmaction - INFO - Epoch [232][660/940] lr: 9.339e-03, eta: 6:39:09, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.6150, top5_acc: 0.8121, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.6978 2020-08-03 06:47:12,943 - mmaction - INFO - Epoch [232][680/940] lr: 9.339e-03, eta: 6:38:48, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.6027, top5_acc: 0.8006, loss_cls: 1.6935, loss: 1.6935, grad_norm: 3.7102 2020-08-03 06:47:32,837 - mmaction - INFO - Epoch [232][700/940] lr: 9.339e-03, eta: 6:38:27, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.6035, top5_acc: 0.8076, loss_cls: 1.6839, loss: 1.6839, grad_norm: 3.7712 2020-08-03 06:47:53,104 - mmaction - INFO - Epoch [232][720/940] lr: 9.339e-03, eta: 6:38:06, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.5984, top5_acc: 0.8088, loss_cls: 1.7001, loss: 1.7001, grad_norm: 3.7716 2020-08-03 06:48:13,251 - mmaction - INFO - Epoch [232][740/940] lr: 9.339e-03, eta: 6:37:45, time: 1.006, data_time: 0.004, memory: 6199, top1_acc: 0.5990, top5_acc: 0.8080, loss_cls: 1.6930, loss: 1.6930, grad_norm: 3.7282 2020-08-03 06:48:33,321 - mmaction - INFO - Epoch [232][760/940] lr: 9.339e-03, eta: 6:37:24, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6123, top5_acc: 0.8139, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.6929 2020-08-03 06:48:53,244 - mmaction - INFO - Epoch [232][780/940] lr: 9.339e-03, eta: 6:37:02, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.6039, top5_acc: 0.8066, loss_cls: 1.6884, loss: 1.6884, grad_norm: 3.7360 2020-08-03 06:49:13,398 - mmaction - INFO - Epoch [232][800/940] lr: 9.339e-03, eta: 6:36:41, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.6066, top5_acc: 0.8047, loss_cls: 1.6956, loss: 1.6956, grad_norm: 3.7557 2020-08-03 06:49:33,489 - mmaction - INFO - Epoch [232][820/940] lr: 9.339e-03, eta: 6:36:20, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.6094, top5_acc: 0.8061, loss_cls: 1.6796, loss: 1.6796, grad_norm: 3.7265 2020-08-03 06:49:54,175 - mmaction - INFO - Epoch [232][840/940] lr: 9.339e-03, eta: 6:35:59, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.5967, top5_acc: 0.7998, loss_cls: 1.6939, loss: 1.6939, grad_norm: 3.7199 2020-08-03 06:50:14,268 - mmaction - INFO - Epoch [232][860/940] lr: 9.339e-03, eta: 6:35:38, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.5953, top5_acc: 0.8033, loss_cls: 1.7190, loss: 1.7190, grad_norm: 3.7184 2020-08-03 06:50:34,098 - mmaction - INFO - Epoch [232][880/940] lr: 9.339e-03, eta: 6:35:17, time: 0.992, data_time: 0.009, memory: 6199, top1_acc: 0.6119, top5_acc: 0.8113, loss_cls: 1.6454, loss: 1.6454, grad_norm: 3.7008 2020-08-03 06:50:54,583 - mmaction - INFO - Epoch [232][900/940] lr: 9.339e-03, eta: 6:34:56, time: 1.024, data_time: 0.008, memory: 6199, top1_acc: 0.6068, top5_acc: 0.8033, loss_cls: 1.6917, loss: 1.6917, grad_norm: 3.6802 2020-08-03 06:51:14,903 - mmaction - INFO - Epoch [232][920/940] lr: 9.339e-03, eta: 6:34:35, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.6098, top5_acc: 0.8053, loss_cls: 1.6681, loss: 1.6681, grad_norm: 3.6585 2020-08-03 06:51:33,791 - mmaction - INFO - Epoch [232][940/940] lr: 9.339e-03, eta: 6:34:14, time: 0.946, data_time: 0.005, memory: 6199, top1_acc: 0.5988, top5_acc: 0.8040, loss_cls: 1.7216, loss: 1.7216, grad_norm: 3.8036 2020-08-03 06:51:34,075 - mmaction - INFO - Saving checkpoint at 232 epochs 2020-08-03 06:52:04,382 - mmaction - INFO - Epoch [233][20/940] lr: 8.612e-03, eta: 6:33:54, time: 1.477, data_time: 0.447, memory: 6199, top1_acc: 0.6223, top5_acc: 0.8201, loss_cls: 1.6102, loss: 1.6102, grad_norm: 3.7086 2020-08-03 06:52:23,901 - mmaction - INFO - Epoch [233][40/940] lr: 8.612e-03, eta: 6:33:33, time: 0.972, data_time: 0.004, memory: 6199, top1_acc: 0.6039, top5_acc: 0.8135, loss_cls: 1.6684, loss: 1.6684, grad_norm: 3.6746 2020-08-03 06:52:44,424 - mmaction - INFO - Epoch [233][60/940] lr: 8.612e-03, eta: 6:33:12, time: 1.029, data_time: 0.012, memory: 6199, top1_acc: 0.6197, top5_acc: 0.8168, loss_cls: 1.6235, loss: 1.6235, grad_norm: 3.6902 2020-08-03 06:53:05,100 - mmaction - INFO - Epoch [233][80/940] lr: 8.612e-03, eta: 6:32:51, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.6184, top5_acc: 0.8158, loss_cls: 1.6432, loss: 1.6432, grad_norm: 3.7162 2020-08-03 06:53:25,904 - mmaction - INFO - Epoch [233][100/940] lr: 8.612e-03, eta: 6:32:30, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.6133, top5_acc: 0.8174, loss_cls: 1.6443, loss: 1.6443, grad_norm: 3.6844 2020-08-03 06:53:46,586 - mmaction - INFO - Epoch [233][120/940] lr: 8.612e-03, eta: 6:32:09, time: 1.035, data_time: 0.002, memory: 6199, top1_acc: 0.6168, top5_acc: 0.8111, loss_cls: 1.6563, loss: 1.6563, grad_norm: 3.7388 2020-08-03 06:54:07,792 - mmaction - INFO - Epoch [233][140/940] lr: 8.612e-03, eta: 6:31:48, time: 1.059, data_time: 0.004, memory: 6199, top1_acc: 0.6062, top5_acc: 0.8029, loss_cls: 1.6725, loss: 1.6725, grad_norm: 3.7592 2020-08-03 06:54:29,082 - mmaction - INFO - Epoch [233][160/940] lr: 8.612e-03, eta: 6:31:27, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.6148, top5_acc: 0.8166, loss_cls: 1.6291, loss: 1.6291, grad_norm: 3.6667 2020-08-03 06:54:49,271 - mmaction - INFO - Epoch [233][180/940] lr: 8.612e-03, eta: 6:31:06, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.6164, top5_acc: 0.8150, loss_cls: 1.6122, loss: 1.6122, grad_norm: 3.7042 2020-08-03 06:55:10,554 - mmaction - INFO - Epoch [233][200/940] lr: 8.612e-03, eta: 6:30:45, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.6178, top5_acc: 0.8158, loss_cls: 1.6411, loss: 1.6411, grad_norm: 3.7263 2020-08-03 06:55:30,652 - mmaction - INFO - Epoch [233][220/940] lr: 8.612e-03, eta: 6:30:24, time: 1.005, data_time: 0.002, memory: 6199, top1_acc: 0.6061, top5_acc: 0.8164, loss_cls: 1.6532, loss: 1.6532, grad_norm: 3.7256 2020-08-03 06:55:51,967 - mmaction - INFO - Epoch [233][240/940] lr: 8.612e-03, eta: 6:30:03, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.6025, top5_acc: 0.8131, loss_cls: 1.6686, loss: 1.6686, grad_norm: 3.7769 2020-08-03 06:56:13,359 - mmaction - INFO - Epoch [233][260/940] lr: 8.612e-03, eta: 6:29:42, time: 1.073, data_time: 0.007, memory: 6199, top1_acc: 0.6020, top5_acc: 0.8090, loss_cls: 1.6662, loss: 1.6662, grad_norm: 3.7189 2020-08-03 06:56:34,422 - mmaction - INFO - Epoch [233][280/940] lr: 8.612e-03, eta: 6:29:21, time: 1.050, data_time: 0.005, memory: 6199, top1_acc: 0.6195, top5_acc: 0.8135, loss_cls: 1.6529, loss: 1.6529, grad_norm: 3.6744 2020-08-03 06:56:55,743 - mmaction - INFO - Epoch [233][300/940] lr: 8.612e-03, eta: 6:29:00, time: 1.069, data_time: 0.007, memory: 6199, top1_acc: 0.6127, top5_acc: 0.8211, loss_cls: 1.6443, loss: 1.6443, grad_norm: 3.7946 2020-08-03 06:57:15,498 - mmaction - INFO - Epoch [233][320/940] lr: 8.612e-03, eta: 6:28:39, time: 0.986, data_time: 0.006, memory: 6199, top1_acc: 0.6008, top5_acc: 0.8115, loss_cls: 1.6708, loss: 1.6708, grad_norm: 3.7819 2020-08-03 06:57:35,464 - mmaction - INFO - Epoch [233][340/940] lr: 8.612e-03, eta: 6:28:18, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.6037, top5_acc: 0.8082, loss_cls: 1.6871, loss: 1.6871, grad_norm: 3.8452 2020-08-03 06:57:55,814 - mmaction - INFO - Epoch [233][360/940] lr: 8.612e-03, eta: 6:27:57, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.6090, top5_acc: 0.8123, loss_cls: 1.6866, loss: 1.6866, grad_norm: 3.7559 2020-08-03 06:58:16,283 - mmaction - INFO - Epoch [233][380/940] lr: 8.612e-03, eta: 6:27:36, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.6135, top5_acc: 0.8047, loss_cls: 1.6639, loss: 1.6639, grad_norm: 3.7549 2020-08-03 06:58:36,657 - mmaction - INFO - Epoch [233][400/940] lr: 8.612e-03, eta: 6:27:15, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.6045, top5_acc: 0.8049, loss_cls: 1.6944, loss: 1.6944, grad_norm: 3.7420 2020-08-03 06:58:57,141 - mmaction - INFO - Epoch [233][420/940] lr: 8.612e-03, eta: 6:26:54, time: 1.023, data_time: 0.009, memory: 6199, top1_acc: 0.6170, top5_acc: 0.8176, loss_cls: 1.6347, loss: 1.6347, grad_norm: 3.6626 2020-08-03 06:59:17,324 - mmaction - INFO - Epoch [233][440/940] lr: 8.612e-03, eta: 6:26:33, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.6150, top5_acc: 0.8170, loss_cls: 1.6437, loss: 1.6437, grad_norm: 3.7590 2020-08-03 06:59:37,727 - mmaction - INFO - Epoch [233][460/940] lr: 8.612e-03, eta: 6:26:12, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.6168, top5_acc: 0.8055, loss_cls: 1.6550, loss: 1.6550, grad_norm: 3.7429 2020-08-03 06:59:58,225 - mmaction - INFO - Epoch [233][480/940] lr: 8.612e-03, eta: 6:25:51, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.6070, top5_acc: 0.8129, loss_cls: 1.6617, loss: 1.6617, grad_norm: 3.7712 2020-08-03 07:00:19,713 - mmaction - INFO - Epoch [233][500/940] lr: 8.612e-03, eta: 6:25:30, time: 1.080, data_time: 0.009, memory: 6199, top1_acc: 0.6047, top5_acc: 0.8074, loss_cls: 1.6713, loss: 1.6713, grad_norm: 3.7727 2020-08-03 07:00:40,110 - mmaction - INFO - Epoch [233][520/940] lr: 8.612e-03, eta: 6:25:09, time: 1.016, data_time: 0.014, memory: 6199, top1_acc: 0.6023, top5_acc: 0.8027, loss_cls: 1.7058, loss: 1.7058, grad_norm: 3.7341 2020-08-03 07:01:00,464 - mmaction - INFO - Epoch [233][540/940] lr: 8.612e-03, eta: 6:24:48, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6629, loss: 1.6629, grad_norm: 3.7078 2020-08-03 07:01:20,922 - mmaction - INFO - Epoch [233][560/940] lr: 8.612e-03, eta: 6:24:27, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.6076, top5_acc: 0.8070, loss_cls: 1.6932, loss: 1.6932, grad_norm: 3.7098 2020-08-03 07:01:40,632 - mmaction - INFO - Epoch [233][580/940] lr: 8.612e-03, eta: 6:24:06, time: 0.988, data_time: 0.007, memory: 6199, top1_acc: 0.6209, top5_acc: 0.8160, loss_cls: 1.6350, loss: 1.6350, grad_norm: 3.7790 2020-08-03 07:02:00,807 - mmaction - INFO - Epoch [233][600/940] lr: 8.612e-03, eta: 6:23:45, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.6143, top5_acc: 0.8123, loss_cls: 1.6588, loss: 1.6588, grad_norm: 3.7319 2020-08-03 07:02:20,825 - mmaction - INFO - Epoch [233][620/940] lr: 8.612e-03, eta: 6:23:23, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.6213, top5_acc: 0.8262, loss_cls: 1.6040, loss: 1.6040, grad_norm: 3.7105 2020-08-03 07:02:40,975 - mmaction - INFO - Epoch [233][640/940] lr: 8.612e-03, eta: 6:23:02, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.6227, top5_acc: 0.8162, loss_cls: 1.6180, loss: 1.6180, grad_norm: 3.6139 2020-08-03 07:03:01,114 - mmaction - INFO - Epoch [233][660/940] lr: 8.612e-03, eta: 6:22:41, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.6221, top5_acc: 0.8189, loss_cls: 1.6273, loss: 1.6273, grad_norm: 3.6547 2020-08-03 07:03:21,158 - mmaction - INFO - Epoch [233][680/940] lr: 8.612e-03, eta: 6:22:20, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.6098, top5_acc: 0.8150, loss_cls: 1.6786, loss: 1.6786, grad_norm: 3.7950 2020-08-03 07:03:41,470 - mmaction - INFO - Epoch [233][700/940] lr: 8.612e-03, eta: 6:21:59, time: 1.013, data_time: 0.010, memory: 6199, top1_acc: 0.6029, top5_acc: 0.8105, loss_cls: 1.6753, loss: 1.6753, grad_norm: 3.7269 2020-08-03 07:04:01,573 - mmaction - INFO - Epoch [233][720/940] lr: 8.612e-03, eta: 6:21:38, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.6070, top5_acc: 0.8074, loss_cls: 1.6816, loss: 1.6816, grad_norm: 3.7826 2020-08-03 07:04:21,825 - mmaction - INFO - Epoch [233][740/940] lr: 8.612e-03, eta: 6:21:17, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.6184, top5_acc: 0.8246, loss_cls: 1.6190, loss: 1.6190, grad_norm: 3.7217 2020-08-03 07:04:41,769 - mmaction - INFO - Epoch [233][760/940] lr: 8.612e-03, eta: 6:20:56, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6092, top5_acc: 0.8111, loss_cls: 1.6678, loss: 1.6678, grad_norm: 3.7391 2020-08-03 07:05:02,172 - mmaction - INFO - Epoch [233][780/940] lr: 8.612e-03, eta: 6:20:35, time: 1.019, data_time: 0.007, memory: 6199, top1_acc: 0.6092, top5_acc: 0.8111, loss_cls: 1.6648, loss: 1.6648, grad_norm: 3.7334 2020-08-03 07:05:22,191 - mmaction - INFO - Epoch [233][800/940] lr: 8.612e-03, eta: 6:20:14, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.6207, top5_acc: 0.8230, loss_cls: 1.6188, loss: 1.6188, grad_norm: 3.7817 2020-08-03 07:05:42,289 - mmaction - INFO - Epoch [233][820/940] lr: 8.612e-03, eta: 6:19:53, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.6066, top5_acc: 0.8074, loss_cls: 1.6810, loss: 1.6810, grad_norm: 3.7638 2020-08-03 07:06:02,326 - mmaction - INFO - Epoch [233][840/940] lr: 8.612e-03, eta: 6:19:32, time: 1.000, data_time: 0.003, memory: 6199, top1_acc: 0.6084, top5_acc: 0.8107, loss_cls: 1.6718, loss: 1.6718, grad_norm: 3.7946 2020-08-03 07:06:22,460 - mmaction - INFO - Epoch [233][860/940] lr: 8.612e-03, eta: 6:19:11, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6082, top5_acc: 0.8096, loss_cls: 1.6533, loss: 1.6533, grad_norm: 3.6804 2020-08-03 07:06:42,438 - mmaction - INFO - Epoch [233][880/940] lr: 8.612e-03, eta: 6:18:50, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.6062, top5_acc: 0.8121, loss_cls: 1.6641, loss: 1.6641, grad_norm: 3.7169 2020-08-03 07:07:02,572 - mmaction - INFO - Epoch [233][900/940] lr: 8.612e-03, eta: 6:18:29, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6100, top5_acc: 0.8088, loss_cls: 1.6812, loss: 1.6812, grad_norm: 3.7349 2020-08-03 07:07:22,718 - mmaction - INFO - Epoch [233][920/940] lr: 8.612e-03, eta: 6:18:08, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.6168, top5_acc: 0.8152, loss_cls: 1.6294, loss: 1.6294, grad_norm: 3.7255 2020-08-03 07:07:41,607 - mmaction - INFO - Epoch [233][940/940] lr: 8.612e-03, eta: 6:17:46, time: 0.946, data_time: 0.010, memory: 6199, top1_acc: 0.6134, top5_acc: 0.8084, loss_cls: 1.6729, loss: 1.6729, grad_norm: 3.8365 2020-08-03 07:08:14,218 - mmaction - INFO - Epoch [234][20/940] lr: 7.914e-03, eta: 6:17:27, time: 1.605, data_time: 0.615, memory: 6199, top1_acc: 0.6203, top5_acc: 0.8182, loss_cls: 1.6192, loss: 1.6192, grad_norm: 3.6847 2020-08-03 07:08:34,009 - mmaction - INFO - Epoch [234][40/940] lr: 7.914e-03, eta: 6:17:06, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.6227, top5_acc: 0.8215, loss_cls: 1.6329, loss: 1.6329, grad_norm: 3.7607 2020-08-03 07:08:54,014 - mmaction - INFO - Epoch [234][60/940] lr: 7.914e-03, eta: 6:16:44, time: 0.999, data_time: 0.012, memory: 6199, top1_acc: 0.6111, top5_acc: 0.8154, loss_cls: 1.6276, loss: 1.6276, grad_norm: 3.7610 2020-08-03 07:09:13,728 - mmaction - INFO - Epoch [234][80/940] lr: 7.914e-03, eta: 6:16:23, time: 0.982, data_time: 0.010, memory: 6199, top1_acc: 0.6064, top5_acc: 0.8133, loss_cls: 1.6637, loss: 1.6637, grad_norm: 3.7395 2020-08-03 07:09:33,612 - mmaction - INFO - Epoch [234][100/940] lr: 7.914e-03, eta: 6:16:02, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6084, top5_acc: 0.8082, loss_cls: 1.6792, loss: 1.6792, grad_norm: 3.7851 2020-08-03 07:09:53,501 - mmaction - INFO - Epoch [234][120/940] lr: 7.914e-03, eta: 6:15:41, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.6227, top5_acc: 0.8209, loss_cls: 1.5928, loss: 1.5928, grad_norm: 3.7067 2020-08-03 07:10:13,538 - mmaction - INFO - Epoch [234][140/940] lr: 7.914e-03, eta: 6:15:20, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.6191, top5_acc: 0.8209, loss_cls: 1.6118, loss: 1.6118, grad_norm: 3.6866 2020-08-03 07:10:33,475 - mmaction - INFO - Epoch [234][160/940] lr: 7.914e-03, eta: 6:14:59, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6213, top5_acc: 0.8225, loss_cls: 1.6225, loss: 1.6225, grad_norm: 3.7729 2020-08-03 07:10:54,724 - mmaction - INFO - Epoch [234][180/940] lr: 7.914e-03, eta: 6:14:38, time: 1.061, data_time: 0.008, memory: 6199, top1_acc: 0.6129, top5_acc: 0.8170, loss_cls: 1.6390, loss: 1.6390, grad_norm: 3.7309 2020-08-03 07:11:15,093 - mmaction - INFO - Epoch [234][200/940] lr: 7.914e-03, eta: 6:14:17, time: 1.020, data_time: 0.006, memory: 6199, top1_acc: 0.6125, top5_acc: 0.8137, loss_cls: 1.6454, loss: 1.6454, grad_norm: 3.7650 2020-08-03 07:11:35,676 - mmaction - INFO - Epoch [234][220/940] lr: 7.914e-03, eta: 6:13:56, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.6096, top5_acc: 0.8195, loss_cls: 1.6223, loss: 1.6223, grad_norm: 3.7223 2020-08-03 07:11:56,034 - mmaction - INFO - Epoch [234][240/940] lr: 7.914e-03, eta: 6:13:35, time: 1.020, data_time: 0.004, memory: 6199, top1_acc: 0.6189, top5_acc: 0.8160, loss_cls: 1.6486, loss: 1.6486, grad_norm: 3.7272 2020-08-03 07:12:16,447 - mmaction - INFO - Epoch [234][260/940] lr: 7.914e-03, eta: 6:13:14, time: 1.020, data_time: 0.007, memory: 6199, top1_acc: 0.6137, top5_acc: 0.8076, loss_cls: 1.6816, loss: 1.6816, grad_norm: 3.7135 2020-08-03 07:12:36,981 - mmaction - INFO - Epoch [234][280/940] lr: 7.914e-03, eta: 6:12:53, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.6299, top5_acc: 0.8264, loss_cls: 1.5786, loss: 1.5786, grad_norm: 3.6962 2020-08-03 07:12:58,223 - mmaction - INFO - Epoch [234][300/940] lr: 7.914e-03, eta: 6:12:32, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.6105, top5_acc: 0.8084, loss_cls: 1.6700, loss: 1.6700, grad_norm: 3.8002 2020-08-03 07:13:18,630 - mmaction - INFO - Epoch [234][320/940] lr: 7.914e-03, eta: 6:12:11, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.6062, top5_acc: 0.8176, loss_cls: 1.6256, loss: 1.6256, grad_norm: 3.7810 2020-08-03 07:13:39,091 - mmaction - INFO - Epoch [234][340/940] lr: 7.914e-03, eta: 6:11:50, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.6121, top5_acc: 0.8193, loss_cls: 1.6305, loss: 1.6305, grad_norm: 3.8003 2020-08-03 07:14:00,287 - mmaction - INFO - Epoch [234][360/940] lr: 7.914e-03, eta: 6:11:29, time: 1.055, data_time: 0.005, memory: 6199, top1_acc: 0.6102, top5_acc: 0.8150, loss_cls: 1.6452, loss: 1.6452, grad_norm: 3.7943 2020-08-03 07:14:20,998 - mmaction - INFO - Epoch [234][380/940] lr: 7.914e-03, eta: 6:11:08, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.6113, top5_acc: 0.8154, loss_cls: 1.6323, loss: 1.6323, grad_norm: 3.7520 2020-08-03 07:14:42,523 - mmaction - INFO - Epoch [234][400/940] lr: 7.914e-03, eta: 6:10:47, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.5982, top5_acc: 0.8023, loss_cls: 1.7049, loss: 1.7049, grad_norm: 3.8228 2020-08-03 07:15:02,857 - mmaction - INFO - Epoch [234][420/940] lr: 7.914e-03, eta: 6:10:26, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.6152, top5_acc: 0.8197, loss_cls: 1.6171, loss: 1.6171, grad_norm: 3.7835 2020-08-03 07:15:24,216 - mmaction - INFO - Epoch [234][440/940] lr: 7.914e-03, eta: 6:10:05, time: 1.067, data_time: 0.002, memory: 6199, top1_acc: 0.6137, top5_acc: 0.8127, loss_cls: 1.6371, loss: 1.6371, grad_norm: 3.7602 2020-08-03 07:15:45,572 - mmaction - INFO - Epoch [234][460/940] lr: 7.914e-03, eta: 6:09:44, time: 1.069, data_time: 0.008, memory: 6199, top1_acc: 0.6090, top5_acc: 0.8033, loss_cls: 1.6805, loss: 1.6805, grad_norm: 3.8616 2020-08-03 07:16:06,324 - mmaction - INFO - Epoch [234][480/940] lr: 7.914e-03, eta: 6:09:23, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.6201, top5_acc: 0.8111, loss_cls: 1.6476, loss: 1.6476, grad_norm: 3.7193 2020-08-03 07:16:26,232 - mmaction - INFO - Epoch [234][500/940] lr: 7.914e-03, eta: 6:09:02, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.6127, top5_acc: 0.8158, loss_cls: 1.6347, loss: 1.6347, grad_norm: 3.8180 2020-08-03 07:16:46,743 - mmaction - INFO - Epoch [234][520/940] lr: 7.914e-03, eta: 6:08:41, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.6105, top5_acc: 0.8123, loss_cls: 1.6569, loss: 1.6569, grad_norm: 3.8432 2020-08-03 07:17:07,765 - mmaction - INFO - Epoch [234][540/940] lr: 7.914e-03, eta: 6:08:20, time: 1.053, data_time: 0.009, memory: 6199, top1_acc: 0.6211, top5_acc: 0.8139, loss_cls: 1.6526, loss: 1.6526, grad_norm: 3.7858 2020-08-03 07:17:28,108 - mmaction - INFO - Epoch [234][560/940] lr: 7.914e-03, eta: 6:07:59, time: 1.016, data_time: 0.005, memory: 6199, top1_acc: 0.6088, top5_acc: 0.8100, loss_cls: 1.6616, loss: 1.6616, grad_norm: 3.7799 2020-08-03 07:17:48,245 - mmaction - INFO - Epoch [234][580/940] lr: 7.914e-03, eta: 6:07:38, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.6203, top5_acc: 0.8217, loss_cls: 1.6068, loss: 1.6068, grad_norm: 3.7284 2020-08-03 07:18:09,095 - mmaction - INFO - Epoch [234][600/940] lr: 7.914e-03, eta: 6:07:17, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.6098, top5_acc: 0.8121, loss_cls: 1.6651, loss: 1.6651, grad_norm: 3.8195 2020-08-03 07:18:29,084 - mmaction - INFO - Epoch [234][620/940] lr: 7.914e-03, eta: 6:06:56, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.6068, top5_acc: 0.8063, loss_cls: 1.6784, loss: 1.6784, grad_norm: 3.8280 2020-08-03 07:18:49,319 - mmaction - INFO - Epoch [234][640/940] lr: 7.914e-03, eta: 6:06:35, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.6031, top5_acc: 0.8139, loss_cls: 1.6659, loss: 1.6659, grad_norm: 3.8655 2020-08-03 07:19:09,582 - mmaction - INFO - Epoch [234][660/940] lr: 7.914e-03, eta: 6:06:14, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.6270, top5_acc: 0.8156, loss_cls: 1.5947, loss: 1.5947, grad_norm: 3.7161 2020-08-03 07:19:29,864 - mmaction - INFO - Epoch [234][680/940] lr: 7.914e-03, eta: 6:05:53, time: 1.010, data_time: 0.005, memory: 6199, top1_acc: 0.6178, top5_acc: 0.8301, loss_cls: 1.6038, loss: 1.6038, grad_norm: 3.7712 2020-08-03 07:19:50,018 - mmaction - INFO - Epoch [234][700/940] lr: 7.914e-03, eta: 6:05:32, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6189, top5_acc: 0.8221, loss_cls: 1.6151, loss: 1.6151, grad_norm: 3.7886 2020-08-03 07:20:10,390 - mmaction - INFO - Epoch [234][720/940] lr: 7.914e-03, eta: 6:05:11, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.6162, top5_acc: 0.8145, loss_cls: 1.6423, loss: 1.6423, grad_norm: 3.7814 2020-08-03 07:20:30,492 - mmaction - INFO - Epoch [234][740/940] lr: 7.914e-03, eta: 6:04:50, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.6341, loss: 1.6341, grad_norm: 3.8266 2020-08-03 07:20:50,846 - mmaction - INFO - Epoch [234][760/940] lr: 7.914e-03, eta: 6:04:29, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.6100, top5_acc: 0.8152, loss_cls: 1.6662, loss: 1.6662, grad_norm: 3.7699 2020-08-03 07:21:10,866 - mmaction - INFO - Epoch [234][780/940] lr: 7.914e-03, eta: 6:04:08, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.6197, top5_acc: 0.8211, loss_cls: 1.6179, loss: 1.6179, grad_norm: 3.8025 2020-08-03 07:21:31,045 - mmaction - INFO - Epoch [234][800/940] lr: 7.914e-03, eta: 6:03:47, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.6145, top5_acc: 0.8107, loss_cls: 1.6281, loss: 1.6281, grad_norm: 3.7950 2020-08-03 07:21:51,231 - mmaction - INFO - Epoch [234][820/940] lr: 7.914e-03, eta: 6:03:26, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.6109, top5_acc: 0.8090, loss_cls: 1.6689, loss: 1.6689, grad_norm: 3.8148 2020-08-03 07:22:11,408 - mmaction - INFO - Epoch [234][840/940] lr: 7.914e-03, eta: 6:03:05, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.6232, top5_acc: 0.8141, loss_cls: 1.6104, loss: 1.6104, grad_norm: 3.7091 2020-08-03 07:22:31,598 - mmaction - INFO - Epoch [234][860/940] lr: 7.914e-03, eta: 6:02:44, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6304, loss: 1.6304, grad_norm: 3.8203 2020-08-03 07:22:51,855 - mmaction - INFO - Epoch [234][880/940] lr: 7.914e-03, eta: 6:02:23, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6061, top5_acc: 0.8164, loss_cls: 1.6438, loss: 1.6438, grad_norm: 3.8576 2020-08-03 07:23:12,471 - mmaction - INFO - Epoch [234][900/940] lr: 7.914e-03, eta: 6:02:02, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.6117, top5_acc: 0.8137, loss_cls: 1.6529, loss: 1.6529, grad_norm: 3.7851 2020-08-03 07:23:32,295 - mmaction - INFO - Epoch [234][920/940] lr: 7.914e-03, eta: 6:01:41, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.6029, top5_acc: 0.8078, loss_cls: 1.6759, loss: 1.6759, grad_norm: 3.8220 2020-08-03 07:23:51,164 - mmaction - INFO - Epoch [234][940/940] lr: 7.914e-03, eta: 6:01:19, time: 0.943, data_time: 0.006, memory: 6199, top1_acc: 0.6153, top5_acc: 0.8131, loss_cls: 1.6524, loss: 1.6524, grad_norm: 3.7782 2020-08-03 07:24:21,612 - mmaction - INFO - Epoch [235][20/940] lr: 7.245e-03, eta: 6:00:59, time: 1.502, data_time: 0.442, memory: 6199, top1_acc: 0.6375, top5_acc: 0.8354, loss_cls: 1.5441, loss: 1.5441, grad_norm: 3.6636 2020-08-03 07:24:41,074 - mmaction - INFO - Epoch [235][40/940] lr: 7.245e-03, eta: 6:00:38, time: 0.971, data_time: 0.008, memory: 6199, top1_acc: 0.6256, top5_acc: 0.8207, loss_cls: 1.5828, loss: 1.5828, grad_norm: 3.7587 2020-08-03 07:25:01,739 - mmaction - INFO - Epoch [235][60/940] lr: 7.245e-03, eta: 6:00:17, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.6244, top5_acc: 0.8275, loss_cls: 1.5655, loss: 1.5655, grad_norm: 3.7841 2020-08-03 07:25:21,952 - mmaction - INFO - Epoch [235][80/940] lr: 7.245e-03, eta: 5:59:56, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.6068, top5_acc: 0.8113, loss_cls: 1.6620, loss: 1.6620, grad_norm: 3.8373 2020-08-03 07:25:43,488 - mmaction - INFO - Epoch [235][100/940] lr: 7.245e-03, eta: 5:59:35, time: 1.074, data_time: 0.005, memory: 6199, top1_acc: 0.6133, top5_acc: 0.8221, loss_cls: 1.6086, loss: 1.6086, grad_norm: 3.8182 2020-08-03 07:26:04,663 - mmaction - INFO - Epoch [235][120/940] lr: 7.245e-03, eta: 5:59:14, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.6211, top5_acc: 0.8102, loss_cls: 1.6349, loss: 1.6349, grad_norm: 3.8248 2020-08-03 07:26:25,058 - mmaction - INFO - Epoch [235][140/940] lr: 7.245e-03, eta: 5:58:53, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.6193, top5_acc: 0.8141, loss_cls: 1.6276, loss: 1.6276, grad_norm: 3.7494 2020-08-03 07:26:46,085 - mmaction - INFO - Epoch [235][160/940] lr: 7.245e-03, eta: 5:58:32, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.6186, top5_acc: 0.8227, loss_cls: 1.5938, loss: 1.5938, grad_norm: 3.8180 2020-08-03 07:27:05,925 - mmaction - INFO - Epoch [235][180/940] lr: 7.245e-03, eta: 5:58:11, time: 0.995, data_time: 0.011, memory: 6199, top1_acc: 0.6170, top5_acc: 0.8154, loss_cls: 1.6280, loss: 1.6280, grad_norm: 3.7967 2020-08-03 07:27:27,387 - mmaction - INFO - Epoch [235][200/940] lr: 7.245e-03, eta: 5:57:50, time: 1.075, data_time: 0.009, memory: 6199, top1_acc: 0.6297, top5_acc: 0.8189, loss_cls: 1.6009, loss: 1.6009, grad_norm: 3.8010 2020-08-03 07:27:47,957 - mmaction - INFO - Epoch [235][220/940] lr: 7.245e-03, eta: 5:57:29, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.6186, top5_acc: 0.8078, loss_cls: 1.6383, loss: 1.6383, grad_norm: 3.7930 2020-08-03 07:28:08,533 - mmaction - INFO - Epoch [235][240/940] lr: 7.245e-03, eta: 5:57:08, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.6162, top5_acc: 0.8123, loss_cls: 1.6266, loss: 1.6266, grad_norm: 3.7574 2020-08-03 07:28:29,495 - mmaction - INFO - Epoch [235][260/940] lr: 7.245e-03, eta: 5:56:47, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.6164, top5_acc: 0.8129, loss_cls: 1.6359, loss: 1.6359, grad_norm: 3.8047 2020-08-03 07:28:50,805 - mmaction - INFO - Epoch [235][280/940] lr: 7.245e-03, eta: 5:56:26, time: 1.063, data_time: 0.006, memory: 6199, top1_acc: 0.6193, top5_acc: 0.8168, loss_cls: 1.6469, loss: 1.6469, grad_norm: 3.8226 2020-08-03 07:29:11,167 - mmaction - INFO - Epoch [235][300/940] lr: 7.245e-03, eta: 5:56:05, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.6254, top5_acc: 0.8277, loss_cls: 1.5489, loss: 1.5489, grad_norm: 3.7472 2020-08-03 07:29:32,058 - mmaction - INFO - Epoch [235][320/940] lr: 7.245e-03, eta: 5:55:44, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.6182, top5_acc: 0.8170, loss_cls: 1.6191, loss: 1.6191, grad_norm: 3.7775 2020-08-03 07:29:52,211 - mmaction - INFO - Epoch [235][340/940] lr: 7.245e-03, eta: 5:55:23, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.6156, top5_acc: 0.8143, loss_cls: 1.6490, loss: 1.6490, grad_norm: 3.8593 2020-08-03 07:30:12,602 - mmaction - INFO - Epoch [235][360/940] lr: 7.245e-03, eta: 5:55:02, time: 1.023, data_time: 0.010, memory: 6199, top1_acc: 0.6199, top5_acc: 0.8137, loss_cls: 1.6190, loss: 1.6190, grad_norm: 3.8415 2020-08-03 07:30:32,718 - mmaction - INFO - Epoch [235][380/940] lr: 7.245e-03, eta: 5:54:41, time: 1.004, data_time: 0.003, memory: 6199, top1_acc: 0.6141, top5_acc: 0.8158, loss_cls: 1.6385, loss: 1.6385, grad_norm: 3.8917 2020-08-03 07:30:53,472 - mmaction - INFO - Epoch [235][400/940] lr: 7.245e-03, eta: 5:54:20, time: 1.040, data_time: 0.009, memory: 6199, top1_acc: 0.6209, top5_acc: 0.8209, loss_cls: 1.5979, loss: 1.5979, grad_norm: 3.8243 2020-08-03 07:31:14,439 - mmaction - INFO - Epoch [235][420/940] lr: 7.245e-03, eta: 5:53:59, time: 1.046, data_time: 0.007, memory: 6199, top1_acc: 0.6211, top5_acc: 0.8131, loss_cls: 1.6469, loss: 1.6469, grad_norm: 3.8184 2020-08-03 07:31:34,468 - mmaction - INFO - Epoch [235][440/940] lr: 7.245e-03, eta: 5:53:38, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.6170, top5_acc: 0.8240, loss_cls: 1.6058, loss: 1.6058, grad_norm: 3.8005 2020-08-03 07:31:55,938 - mmaction - INFO - Epoch [235][460/940] lr: 7.245e-03, eta: 5:53:17, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.6236, top5_acc: 0.8258, loss_cls: 1.5847, loss: 1.5847, grad_norm: 3.7766 2020-08-03 07:32:16,086 - mmaction - INFO - Epoch [235][480/940] lr: 7.245e-03, eta: 5:52:56, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.6064, top5_acc: 0.8191, loss_cls: 1.6427, loss: 1.6427, grad_norm: 3.8766 2020-08-03 07:32:36,137 - mmaction - INFO - Epoch [235][500/940] lr: 7.245e-03, eta: 5:52:35, time: 1.003, data_time: 0.010, memory: 6199, top1_acc: 0.6080, top5_acc: 0.8039, loss_cls: 1.6817, loss: 1.6817, grad_norm: 3.8165 2020-08-03 07:32:56,323 - mmaction - INFO - Epoch [235][520/940] lr: 7.245e-03, eta: 5:52:14, time: 1.009, data_time: 0.003, memory: 6199, top1_acc: 0.6240, top5_acc: 0.8201, loss_cls: 1.6013, loss: 1.6013, grad_norm: 3.8035 2020-08-03 07:33:16,270 - mmaction - INFO - Epoch [235][540/940] lr: 7.245e-03, eta: 5:51:53, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.6119, top5_acc: 0.8223, loss_cls: 1.6139, loss: 1.6139, grad_norm: 3.7506 2020-08-03 07:33:36,363 - mmaction - INFO - Epoch [235][560/940] lr: 7.245e-03, eta: 5:51:32, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5836, loss: 1.5836, grad_norm: 3.8454 2020-08-03 07:33:56,356 - mmaction - INFO - Epoch [235][580/940] lr: 7.245e-03, eta: 5:51:11, time: 1.002, data_time: 0.009, memory: 6199, top1_acc: 0.6178, top5_acc: 0.8178, loss_cls: 1.6226, loss: 1.6226, grad_norm: 3.7858 2020-08-03 07:34:16,554 - mmaction - INFO - Epoch [235][600/940] lr: 7.245e-03, eta: 5:50:50, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6082, top5_acc: 0.8113, loss_cls: 1.6788, loss: 1.6788, grad_norm: 3.8541 2020-08-03 07:34:36,705 - mmaction - INFO - Epoch [235][620/940] lr: 7.245e-03, eta: 5:50:29, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6154, top5_acc: 0.8133, loss_cls: 1.6325, loss: 1.6325, grad_norm: 3.7460 2020-08-03 07:34:56,712 - mmaction - INFO - Epoch [235][640/940] lr: 7.245e-03, eta: 5:50:08, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.6162, top5_acc: 0.8148, loss_cls: 1.6428, loss: 1.6428, grad_norm: 3.8469 2020-08-03 07:35:16,876 - mmaction - INFO - Epoch [235][660/940] lr: 7.245e-03, eta: 5:49:47, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.6229, top5_acc: 0.8213, loss_cls: 1.6037, loss: 1.6037, grad_norm: 3.9414 2020-08-03 07:35:36,826 - mmaction - INFO - Epoch [235][680/940] lr: 7.245e-03, eta: 5:49:26, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.6051, top5_acc: 0.8145, loss_cls: 1.6508, loss: 1.6508, grad_norm: 3.8613 2020-08-03 07:35:56,866 - mmaction - INFO - Epoch [235][700/940] lr: 7.245e-03, eta: 5:49:05, time: 0.998, data_time: 0.009, memory: 6199, top1_acc: 0.6172, top5_acc: 0.8197, loss_cls: 1.6193, loss: 1.6193, grad_norm: 3.7714 2020-08-03 07:36:17,157 - mmaction - INFO - Epoch [235][720/940] lr: 7.245e-03, eta: 5:48:44, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.6207, top5_acc: 0.8166, loss_cls: 1.6160, loss: 1.6160, grad_norm: 3.8075 2020-08-03 07:36:37,312 - mmaction - INFO - Epoch [235][740/940] lr: 7.245e-03, eta: 5:48:23, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.6188, top5_acc: 0.8184, loss_cls: 1.6117, loss: 1.6117, grad_norm: 3.7898 2020-08-03 07:36:57,309 - mmaction - INFO - Epoch [235][760/940] lr: 7.245e-03, eta: 5:48:02, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.6178, top5_acc: 0.8211, loss_cls: 1.6123, loss: 1.6123, grad_norm: 3.8323 2020-08-03 07:37:17,338 - mmaction - INFO - Epoch [235][780/940] lr: 7.245e-03, eta: 5:47:41, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6227, top5_acc: 0.8191, loss_cls: 1.6267, loss: 1.6267, grad_norm: 3.8477 2020-08-03 07:37:37,447 - mmaction - INFO - Epoch [235][800/940] lr: 7.245e-03, eta: 5:47:20, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.6207, top5_acc: 0.8219, loss_cls: 1.5920, loss: 1.5920, grad_norm: 3.8547 2020-08-03 07:37:57,452 - mmaction - INFO - Epoch [235][820/940] lr: 7.245e-03, eta: 5:46:59, time: 1.000, data_time: 0.003, memory: 6199, top1_acc: 0.6287, top5_acc: 0.8287, loss_cls: 1.5720, loss: 1.5720, grad_norm: 3.8887 2020-08-03 07:38:17,521 - mmaction - INFO - Epoch [235][840/940] lr: 7.245e-03, eta: 5:46:37, time: 1.002, data_time: 0.002, memory: 6199, top1_acc: 0.6229, top5_acc: 0.8172, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.8536 2020-08-03 07:38:37,867 - mmaction - INFO - Epoch [235][860/940] lr: 7.245e-03, eta: 5:46:16, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.6148, top5_acc: 0.8166, loss_cls: 1.6187, loss: 1.6187, grad_norm: 3.8293 2020-08-03 07:38:58,506 - mmaction - INFO - Epoch [235][880/940] lr: 7.245e-03, eta: 5:45:55, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.6172, top5_acc: 0.8178, loss_cls: 1.6259, loss: 1.6259, grad_norm: 3.8436 2020-08-03 07:39:19,020 - mmaction - INFO - Epoch [235][900/940] lr: 7.245e-03, eta: 5:45:34, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.6213, top5_acc: 0.8229, loss_cls: 1.5790, loss: 1.5790, grad_norm: 3.8698 2020-08-03 07:39:39,670 - mmaction - INFO - Epoch [235][920/940] lr: 7.245e-03, eta: 5:45:13, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6333, loss: 1.6333, grad_norm: 3.9100 2020-08-03 07:39:59,309 - mmaction - INFO - Epoch [235][940/940] lr: 7.245e-03, eta: 5:44:52, time: 0.978, data_time: 0.005, memory: 6199, top1_acc: 0.6284, top5_acc: 0.8206, loss_cls: 1.5985, loss: 1.5985, grad_norm: 3.8584 2020-08-03 07:40:29,755 - mmaction - INFO - Epoch [236][20/940] lr: 6.605e-03, eta: 5:44:32, time: 1.508, data_time: 0.476, memory: 6199, top1_acc: 0.6307, top5_acc: 0.8283, loss_cls: 1.5725, loss: 1.5725, grad_norm: 3.7972 2020-08-03 07:40:49,927 - mmaction - INFO - Epoch [236][40/940] lr: 6.605e-03, eta: 5:44:11, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.6316, top5_acc: 0.8236, loss_cls: 1.5773, loss: 1.5773, grad_norm: 3.7762 2020-08-03 07:41:10,398 - mmaction - INFO - Epoch [236][60/940] lr: 6.605e-03, eta: 5:43:50, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.6184, top5_acc: 0.8158, loss_cls: 1.6112, loss: 1.6112, grad_norm: 3.8423 2020-08-03 07:41:30,893 - mmaction - INFO - Epoch [236][80/940] lr: 6.605e-03, eta: 5:43:29, time: 1.025, data_time: 0.004, memory: 6199, top1_acc: 0.6230, top5_acc: 0.8166, loss_cls: 1.6042, loss: 1.6042, grad_norm: 3.8685 2020-08-03 07:41:51,303 - mmaction - INFO - Epoch [236][100/940] lr: 6.605e-03, eta: 5:43:08, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.6234, top5_acc: 0.8270, loss_cls: 1.5810, loss: 1.5810, grad_norm: 3.8583 2020-08-03 07:42:12,225 - mmaction - INFO - Epoch [236][120/940] lr: 6.605e-03, eta: 5:42:47, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.6244, top5_acc: 0.8314, loss_cls: 1.5854, loss: 1.5854, grad_norm: 3.8656 2020-08-03 07:42:34,062 - mmaction - INFO - Epoch [236][140/940] lr: 6.605e-03, eta: 5:42:26, time: 1.088, data_time: 0.006, memory: 6199, top1_acc: 0.6283, top5_acc: 0.8193, loss_cls: 1.5842, loss: 1.5842, grad_norm: 3.8222 2020-08-03 07:42:55,451 - mmaction - INFO - Epoch [236][160/940] lr: 6.605e-03, eta: 5:42:05, time: 1.074, data_time: 0.008, memory: 6199, top1_acc: 0.6307, top5_acc: 0.8289, loss_cls: 1.5651, loss: 1.5651, grad_norm: 3.8059 2020-08-03 07:43:16,030 - mmaction - INFO - Epoch [236][180/940] lr: 6.605e-03, eta: 5:41:44, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.6211, top5_acc: 0.8189, loss_cls: 1.6055, loss: 1.6055, grad_norm: 3.9587 2020-08-03 07:43:35,967 - mmaction - INFO - Epoch [236][200/940] lr: 6.605e-03, eta: 5:41:23, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6355, top5_acc: 0.8248, loss_cls: 1.5593, loss: 1.5593, grad_norm: 3.8545 2020-08-03 07:43:56,185 - mmaction - INFO - Epoch [236][220/940] lr: 6.605e-03, eta: 5:41:02, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.6246, top5_acc: 0.8207, loss_cls: 1.5972, loss: 1.5972, grad_norm: 3.7707 2020-08-03 07:44:15,897 - mmaction - INFO - Epoch [236][240/940] lr: 6.605e-03, eta: 5:40:41, time: 0.987, data_time: 0.007, memory: 6199, top1_acc: 0.6193, top5_acc: 0.8170, loss_cls: 1.6104, loss: 1.6104, grad_norm: 3.8066 2020-08-03 07:44:35,783 - mmaction - INFO - Epoch [236][260/940] lr: 6.605e-03, eta: 5:40:20, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.6314, top5_acc: 0.8285, loss_cls: 1.5772, loss: 1.5772, grad_norm: 3.8529 2020-08-03 07:44:55,319 - mmaction - INFO - Epoch [236][280/940] lr: 6.605e-03, eta: 5:39:59, time: 0.979, data_time: 0.006, memory: 6199, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6109, loss: 1.6109, grad_norm: 3.8790 2020-08-03 07:45:15,269 - mmaction - INFO - Epoch [236][300/940] lr: 6.605e-03, eta: 5:39:38, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.6152, top5_acc: 0.8156, loss_cls: 1.6291, loss: 1.6291, grad_norm: 3.8837 2020-08-03 07:45:35,410 - mmaction - INFO - Epoch [236][320/940] lr: 6.605e-03, eta: 5:39:17, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.6146, top5_acc: 0.8238, loss_cls: 1.5883, loss: 1.5883, grad_norm: 3.8619 2020-08-03 07:45:55,757 - mmaction - INFO - Epoch [236][340/940] lr: 6.605e-03, eta: 5:38:56, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6246, top5_acc: 0.8227, loss_cls: 1.5971, loss: 1.5971, grad_norm: 3.8536 2020-08-03 07:46:15,945 - mmaction - INFO - Epoch [236][360/940] lr: 6.605e-03, eta: 5:38:35, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.6357, top5_acc: 0.8258, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.8561 2020-08-03 07:46:36,174 - mmaction - INFO - Epoch [236][380/940] lr: 6.605e-03, eta: 5:38:14, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.6197, top5_acc: 0.8166, loss_cls: 1.6243, loss: 1.6243, grad_norm: 3.9498 2020-08-03 07:46:56,074 - mmaction - INFO - Epoch [236][400/940] lr: 6.605e-03, eta: 5:37:53, time: 0.999, data_time: 0.010, memory: 6199, top1_acc: 0.6143, top5_acc: 0.8187, loss_cls: 1.6301, loss: 1.6301, grad_norm: 3.9572 2020-08-03 07:47:16,151 - mmaction - INFO - Epoch [236][420/940] lr: 6.605e-03, eta: 5:37:32, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.6270, top5_acc: 0.8184, loss_cls: 1.6096, loss: 1.6096, grad_norm: 3.8761 2020-08-03 07:47:36,329 - mmaction - INFO - Epoch [236][440/940] lr: 6.605e-03, eta: 5:37:11, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.6291, top5_acc: 0.8213, loss_cls: 1.5863, loss: 1.5863, grad_norm: 3.8755 2020-08-03 07:47:56,520 - mmaction - INFO - Epoch [236][460/940] lr: 6.605e-03, eta: 5:36:50, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6137, loss: 1.6137, grad_norm: 3.9343 2020-08-03 07:48:16,482 - mmaction - INFO - Epoch [236][480/940] lr: 6.605e-03, eta: 5:36:29, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.6275, top5_acc: 0.8287, loss_cls: 1.5736, loss: 1.5736, grad_norm: 3.8212 2020-08-03 07:48:36,586 - mmaction - INFO - Epoch [236][500/940] lr: 6.605e-03, eta: 5:36:08, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6156, top5_acc: 0.8133, loss_cls: 1.6490, loss: 1.6490, grad_norm: 3.9284 2020-08-03 07:48:56,717 - mmaction - INFO - Epoch [236][520/940] lr: 6.605e-03, eta: 5:35:47, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6098, top5_acc: 0.8168, loss_cls: 1.6400, loss: 1.6400, grad_norm: 3.9437 2020-08-03 07:49:16,982 - mmaction - INFO - Epoch [236][540/940] lr: 6.605e-03, eta: 5:35:26, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.6293, top5_acc: 0.8285, loss_cls: 1.5766, loss: 1.5766, grad_norm: 3.8672 2020-08-03 07:49:36,773 - mmaction - INFO - Epoch [236][560/940] lr: 6.605e-03, eta: 5:35:04, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.6203, top5_acc: 0.8170, loss_cls: 1.6111, loss: 1.6111, grad_norm: 3.8792 2020-08-03 07:49:57,349 - mmaction - INFO - Epoch [236][580/940] lr: 6.605e-03, eta: 5:34:43, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.6180, top5_acc: 0.8164, loss_cls: 1.6250, loss: 1.6250, grad_norm: 3.8958 2020-08-03 07:50:17,959 - mmaction - INFO - Epoch [236][600/940] lr: 6.605e-03, eta: 5:34:22, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.6201, top5_acc: 0.8197, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.8710 2020-08-03 07:50:38,098 - mmaction - INFO - Epoch [236][620/940] lr: 6.605e-03, eta: 5:34:01, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.6213, top5_acc: 0.8186, loss_cls: 1.5932, loss: 1.5932, grad_norm: 3.8960 2020-08-03 07:50:58,189 - mmaction - INFO - Epoch [236][640/940] lr: 6.605e-03, eta: 5:33:40, time: 1.003, data_time: 0.009, memory: 6199, top1_acc: 0.6193, top5_acc: 0.8139, loss_cls: 1.6427, loss: 1.6427, grad_norm: 3.8987 2020-08-03 07:51:18,184 - mmaction - INFO - Epoch [236][660/940] lr: 6.605e-03, eta: 5:33:19, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.6254, top5_acc: 0.8207, loss_cls: 1.5839, loss: 1.5839, grad_norm: 3.8590 2020-08-03 07:51:38,291 - mmaction - INFO - Epoch [236][680/940] lr: 6.605e-03, eta: 5:32:58, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.6168, top5_acc: 0.8164, loss_cls: 1.6363, loss: 1.6363, grad_norm: 3.9529 2020-08-03 07:51:58,099 - mmaction - INFO - Epoch [236][700/940] lr: 6.605e-03, eta: 5:32:37, time: 0.990, data_time: 0.005, memory: 6199, top1_acc: 0.6188, top5_acc: 0.8131, loss_cls: 1.6160, loss: 1.6160, grad_norm: 3.8810 2020-08-03 07:52:18,882 - mmaction - INFO - Epoch [236][720/940] lr: 6.605e-03, eta: 5:32:16, time: 1.039, data_time: 0.010, memory: 6199, top1_acc: 0.6342, top5_acc: 0.8254, loss_cls: 1.5698, loss: 1.5698, grad_norm: 3.8228 2020-08-03 07:52:39,188 - mmaction - INFO - Epoch [236][740/940] lr: 6.605e-03, eta: 5:31:55, time: 1.013, data_time: 0.009, memory: 6199, top1_acc: 0.6119, top5_acc: 0.8225, loss_cls: 1.6190, loss: 1.6190, grad_norm: 3.9815 2020-08-03 07:52:59,180 - mmaction - INFO - Epoch [236][760/940] lr: 6.605e-03, eta: 5:31:34, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5778, loss: 1.5778, grad_norm: 3.9448 2020-08-03 07:53:19,318 - mmaction - INFO - Epoch [236][780/940] lr: 6.605e-03, eta: 5:31:13, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6158, top5_acc: 0.8162, loss_cls: 1.6143, loss: 1.6143, grad_norm: 3.9215 2020-08-03 07:53:39,801 - mmaction - INFO - Epoch [236][800/940] lr: 6.605e-03, eta: 5:30:52, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.6201, top5_acc: 0.8191, loss_cls: 1.6183, loss: 1.6183, grad_norm: 3.9010 2020-08-03 07:54:00,447 - mmaction - INFO - Epoch [236][820/940] lr: 6.605e-03, eta: 5:30:31, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.6242, top5_acc: 0.8162, loss_cls: 1.5980, loss: 1.5980, grad_norm: 3.8529 2020-08-03 07:54:20,617 - mmaction - INFO - Epoch [236][840/940] lr: 6.605e-03, eta: 5:30:10, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.6295, top5_acc: 0.8156, loss_cls: 1.5875, loss: 1.5875, grad_norm: 3.8252 2020-08-03 07:54:40,568 - mmaction - INFO - Epoch [236][860/940] lr: 6.605e-03, eta: 5:29:49, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.6113, top5_acc: 0.8191, loss_cls: 1.6513, loss: 1.6513, grad_norm: 3.9715 2020-08-03 07:55:00,587 - mmaction - INFO - Epoch [236][880/940] lr: 6.605e-03, eta: 5:29:28, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.6260, top5_acc: 0.8301, loss_cls: 1.5734, loss: 1.5734, grad_norm: 3.8645 2020-08-03 07:55:21,078 - mmaction - INFO - Epoch [236][900/940] lr: 6.605e-03, eta: 5:29:07, time: 1.026, data_time: 0.010, memory: 6199, top1_acc: 0.6207, top5_acc: 0.8146, loss_cls: 1.6371, loss: 1.6371, grad_norm: 3.8840 2020-08-03 07:55:41,237 - mmaction - INFO - Epoch [236][920/940] lr: 6.605e-03, eta: 5:28:46, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.6252, top5_acc: 0.8223, loss_cls: 1.5771, loss: 1.5771, grad_norm: 3.8548 2020-08-03 07:56:00,042 - mmaction - INFO - Epoch [236][940/940] lr: 6.605e-03, eta: 5:28:25, time: 0.939, data_time: 0.007, memory: 6199, top1_acc: 0.6153, top5_acc: 0.8105, loss_cls: 1.6419, loss: 1.6419, grad_norm: 3.9652 2020-08-03 07:56:00,437 - mmaction - INFO - Saving checkpoint at 236 epochs 2020-08-03 07:56:30,261 - mmaction - INFO - Epoch [237][20/940] lr: 5.994e-03, eta: 5:28:05, time: 1.394, data_time: 0.410, memory: 6199, top1_acc: 0.6158, top5_acc: 0.8197, loss_cls: 1.6118, loss: 1.6118, grad_norm: 3.8398 2020-08-03 07:56:50,009 - mmaction - INFO - Epoch [237][40/940] lr: 5.994e-03, eta: 5:27:43, time: 0.986, data_time: 0.006, memory: 6199, top1_acc: 0.6105, top5_acc: 0.8184, loss_cls: 1.6601, loss: 1.6601, grad_norm: 3.9023 2020-08-03 07:57:10,202 - mmaction - INFO - Epoch [237][60/940] lr: 5.994e-03, eta: 5:27:22, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.6328, top5_acc: 0.8262, loss_cls: 1.5827, loss: 1.5827, grad_norm: 3.8572 2020-08-03 07:57:31,572 - mmaction - INFO - Epoch [237][80/940] lr: 5.994e-03, eta: 5:27:01, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.6219, top5_acc: 0.8201, loss_cls: 1.6154, loss: 1.6154, grad_norm: 3.8792 2020-08-03 07:57:51,963 - mmaction - INFO - Epoch [237][100/940] lr: 5.994e-03, eta: 5:26:40, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.6416, top5_acc: 0.8281, loss_cls: 1.5478, loss: 1.5478, grad_norm: 3.8488 2020-08-03 07:58:13,769 - mmaction - INFO - Epoch [237][120/940] lr: 5.994e-03, eta: 5:26:20, time: 1.089, data_time: 0.006, memory: 6199, top1_acc: 0.6174, top5_acc: 0.8076, loss_cls: 1.6215, loss: 1.6215, grad_norm: 3.9083 2020-08-03 07:58:33,750 - mmaction - INFO - Epoch [237][140/940] lr: 5.994e-03, eta: 5:25:59, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.6150, top5_acc: 0.8221, loss_cls: 1.6135, loss: 1.6135, grad_norm: 3.9359 2020-08-03 07:58:53,669 - mmaction - INFO - Epoch [237][160/940] lr: 5.994e-03, eta: 5:25:37, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.6240, top5_acc: 0.8219, loss_cls: 1.5879, loss: 1.5879, grad_norm: 3.8384 2020-08-03 07:59:13,840 - mmaction - INFO - Epoch [237][180/940] lr: 5.994e-03, eta: 5:25:16, time: 1.015, data_time: 0.009, memory: 6199, top1_acc: 0.6246, top5_acc: 0.8316, loss_cls: 1.5600, loss: 1.5600, grad_norm: 3.8522 2020-08-03 07:59:33,954 - mmaction - INFO - Epoch [237][200/940] lr: 5.994e-03, eta: 5:24:55, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.6322, top5_acc: 0.8236, loss_cls: 1.5567, loss: 1.5567, grad_norm: 3.8713 2020-08-03 07:59:54,609 - mmaction - INFO - Epoch [237][220/940] lr: 5.994e-03, eta: 5:24:34, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.6205, top5_acc: 0.8191, loss_cls: 1.6124, loss: 1.6124, grad_norm: 3.9408 2020-08-03 08:00:17,782 - mmaction - INFO - Epoch [237][240/940] lr: 5.994e-03, eta: 5:24:14, time: 1.148, data_time: 0.006, memory: 6199, top1_acc: 0.6236, top5_acc: 0.8232, loss_cls: 1.5997, loss: 1.5997, grad_norm: 3.9369 2020-08-03 08:00:38,122 - mmaction - INFO - Epoch [237][260/940] lr: 5.994e-03, eta: 5:23:53, time: 1.026, data_time: 0.024, memory: 6199, top1_acc: 0.6266, top5_acc: 0.8143, loss_cls: 1.6084, loss: 1.6084, grad_norm: 3.8362 2020-08-03 08:00:58,278 - mmaction - INFO - Epoch [237][280/940] lr: 5.994e-03, eta: 5:23:32, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.6146, top5_acc: 0.8225, loss_cls: 1.5941, loss: 1.5941, grad_norm: 3.8862 2020-08-03 08:01:18,432 - mmaction - INFO - Epoch [237][300/940] lr: 5.994e-03, eta: 5:23:11, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.6355, top5_acc: 0.8330, loss_cls: 1.5620, loss: 1.5620, grad_norm: 3.9035 2020-08-03 08:01:39,094 - mmaction - INFO - Epoch [237][320/940] lr: 5.994e-03, eta: 5:22:50, time: 1.030, data_time: 0.010, memory: 6199, top1_acc: 0.6246, top5_acc: 0.8242, loss_cls: 1.5836, loss: 1.5836, grad_norm: 3.9429 2020-08-03 08:01:59,069 - mmaction - INFO - Epoch [237][340/940] lr: 5.994e-03, eta: 5:22:29, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6252, top5_acc: 0.8229, loss_cls: 1.5981, loss: 1.5981, grad_norm: 3.8902 2020-08-03 08:02:19,656 - mmaction - INFO - Epoch [237][360/940] lr: 5.994e-03, eta: 5:22:08, time: 1.024, data_time: 0.009, memory: 6199, top1_acc: 0.6211, top5_acc: 0.8154, loss_cls: 1.5974, loss: 1.5974, grad_norm: 3.8753 2020-08-03 08:02:39,360 - mmaction - INFO - Epoch [237][380/940] lr: 5.994e-03, eta: 5:21:46, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.6271, top5_acc: 0.8332, loss_cls: 1.5538, loss: 1.5538, grad_norm: 3.9892 2020-08-03 08:02:59,652 - mmaction - INFO - Epoch [237][400/940] lr: 5.994e-03, eta: 5:21:25, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.6240, top5_acc: 0.8279, loss_cls: 1.5749, loss: 1.5749, grad_norm: 3.9638 2020-08-03 08:03:19,840 - mmaction - INFO - Epoch [237][420/940] lr: 5.994e-03, eta: 5:21:04, time: 1.007, data_time: 0.005, memory: 6199, top1_acc: 0.6215, top5_acc: 0.8254, loss_cls: 1.5819, loss: 1.5819, grad_norm: 3.9179 2020-08-03 08:03:40,454 - mmaction - INFO - Epoch [237][440/940] lr: 5.994e-03, eta: 5:20:43, time: 1.030, data_time: 0.008, memory: 6199, top1_acc: 0.6414, top5_acc: 0.8260, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.9065 2020-08-03 08:04:00,514 - mmaction - INFO - Epoch [237][460/940] lr: 5.994e-03, eta: 5:20:22, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.6193, top5_acc: 0.8205, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.9988 2020-08-03 08:04:20,538 - mmaction - INFO - Epoch [237][480/940] lr: 5.994e-03, eta: 5:20:01, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.6221, top5_acc: 0.8273, loss_cls: 1.5929, loss: 1.5929, grad_norm: 4.0156 2020-08-03 08:04:40,440 - mmaction - INFO - Epoch [237][500/940] lr: 5.994e-03, eta: 5:19:40, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.6361, top5_acc: 0.8256, loss_cls: 1.5583, loss: 1.5583, grad_norm: 3.9004 2020-08-03 08:05:00,992 - mmaction - INFO - Epoch [237][520/940] lr: 5.994e-03, eta: 5:19:19, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.6277, top5_acc: 0.8186, loss_cls: 1.6145, loss: 1.6145, grad_norm: 3.9188 2020-08-03 08:05:21,182 - mmaction - INFO - Epoch [237][540/940] lr: 5.994e-03, eta: 5:18:58, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.6260, top5_acc: 0.8199, loss_cls: 1.5821, loss: 1.5821, grad_norm: 3.8811 2020-08-03 08:05:41,109 - mmaction - INFO - Epoch [237][560/940] lr: 5.994e-03, eta: 5:18:37, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6225, top5_acc: 0.8187, loss_cls: 1.6127, loss: 1.6127, grad_norm: 3.9467 2020-08-03 08:06:01,103 - mmaction - INFO - Epoch [237][580/940] lr: 5.994e-03, eta: 5:18:16, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6307, top5_acc: 0.8230, loss_cls: 1.5689, loss: 1.5689, grad_norm: 3.8728 2020-08-03 08:06:21,217 - mmaction - INFO - Epoch [237][600/940] lr: 5.994e-03, eta: 5:17:55, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.6207, top5_acc: 0.8176, loss_cls: 1.6045, loss: 1.6045, grad_norm: 3.9149 2020-08-03 08:06:41,501 - mmaction - INFO - Epoch [237][620/940] lr: 5.994e-03, eta: 5:17:34, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.6336, top5_acc: 0.8326, loss_cls: 1.5454, loss: 1.5454, grad_norm: 3.9712 2020-08-03 08:07:01,950 - mmaction - INFO - Epoch [237][640/940] lr: 5.994e-03, eta: 5:17:13, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.6221, top5_acc: 0.8193, loss_cls: 1.5929, loss: 1.5929, grad_norm: 3.9145 2020-08-03 08:07:23,971 - mmaction - INFO - Epoch [237][660/940] lr: 5.994e-03, eta: 5:16:52, time: 1.102, data_time: 0.008, memory: 6199, top1_acc: 0.6293, top5_acc: 0.8225, loss_cls: 1.5753, loss: 1.5753, grad_norm: 3.9866 2020-08-03 08:07:44,029 - mmaction - INFO - Epoch [237][680/940] lr: 5.994e-03, eta: 5:16:31, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.6287, top5_acc: 0.8324, loss_cls: 1.5536, loss: 1.5536, grad_norm: 4.0181 2020-08-03 08:08:04,420 - mmaction - INFO - Epoch [237][700/940] lr: 5.994e-03, eta: 5:16:10, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5530, loss: 1.5530, grad_norm: 4.0013 2020-08-03 08:08:24,371 - mmaction - INFO - Epoch [237][720/940] lr: 5.994e-03, eta: 5:15:49, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.6260, top5_acc: 0.8195, loss_cls: 1.6002, loss: 1.6002, grad_norm: 3.9635 2020-08-03 08:08:44,627 - mmaction - INFO - Epoch [237][740/940] lr: 5.994e-03, eta: 5:15:28, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.6260, top5_acc: 0.8176, loss_cls: 1.5996, loss: 1.5996, grad_norm: 3.9011 2020-08-03 08:09:05,306 - mmaction - INFO - Epoch [237][760/940] lr: 5.994e-03, eta: 5:15:07, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.6244, top5_acc: 0.8193, loss_cls: 1.6226, loss: 1.6226, grad_norm: 3.9521 2020-08-03 08:09:25,387 - mmaction - INFO - Epoch [237][780/940] lr: 5.994e-03, eta: 5:14:46, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.6309, top5_acc: 0.8254, loss_cls: 1.5895, loss: 1.5895, grad_norm: 3.9381 2020-08-03 08:09:45,313 - mmaction - INFO - Epoch [237][800/940] lr: 5.994e-03, eta: 5:14:25, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.6289, top5_acc: 0.8150, loss_cls: 1.5944, loss: 1.5944, grad_norm: 3.8776 2020-08-03 08:10:05,312 - mmaction - INFO - Epoch [237][820/940] lr: 5.994e-03, eta: 5:14:04, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6301, top5_acc: 0.8225, loss_cls: 1.5991, loss: 1.5991, grad_norm: 3.9904 2020-08-03 08:10:25,481 - mmaction - INFO - Epoch [237][840/940] lr: 5.994e-03, eta: 5:13:43, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.6219, top5_acc: 0.8215, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.9605 2020-08-03 08:10:45,802 - mmaction - INFO - Epoch [237][860/940] lr: 5.994e-03, eta: 5:13:22, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.6240, top5_acc: 0.8133, loss_cls: 1.6098, loss: 1.6098, grad_norm: 3.9549 2020-08-03 08:11:06,061 - mmaction - INFO - Epoch [237][880/940] lr: 5.994e-03, eta: 5:13:01, time: 1.018, data_time: 0.009, memory: 6199, top1_acc: 0.6256, top5_acc: 0.8248, loss_cls: 1.5982, loss: 1.5982, grad_norm: 3.9600 2020-08-03 08:11:26,316 - mmaction - INFO - Epoch [237][900/940] lr: 5.994e-03, eta: 5:12:40, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.6314, top5_acc: 0.8213, loss_cls: 1.5946, loss: 1.5946, grad_norm: 3.9356 2020-08-03 08:11:46,474 - mmaction - INFO - Epoch [237][920/940] lr: 5.994e-03, eta: 5:12:19, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.6168, top5_acc: 0.8115, loss_cls: 1.6224, loss: 1.6224, grad_norm: 3.9798 2020-08-03 08:12:04,887 - mmaction - INFO - Epoch [237][940/940] lr: 5.994e-03, eta: 5:11:58, time: 0.922, data_time: 0.010, memory: 6199, top1_acc: 0.6266, top5_acc: 0.8198, loss_cls: 1.6003, loss: 1.6003, grad_norm: 3.9685 2020-08-03 08:12:37,013 - mmaction - INFO - Epoch [238][20/940] lr: 5.412e-03, eta: 5:11:38, time: 1.580, data_time: 0.592, memory: 6199, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.8882 2020-08-03 08:12:56,986 - mmaction - INFO - Epoch [238][40/940] lr: 5.412e-03, eta: 5:11:17, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5318, loss: 1.5318, grad_norm: 3.8421 2020-08-03 08:13:17,159 - mmaction - INFO - Epoch [238][60/940] lr: 5.412e-03, eta: 5:10:56, time: 1.008, data_time: 0.002, memory: 6199, top1_acc: 0.6363, top5_acc: 0.8289, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.9205 2020-08-03 08:13:37,279 - mmaction - INFO - Epoch [238][80/940] lr: 5.412e-03, eta: 5:10:35, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.6314, top5_acc: 0.8236, loss_cls: 1.5731, loss: 1.5731, grad_norm: 3.9689 2020-08-03 08:13:58,080 - mmaction - INFO - Epoch [238][100/940] lr: 5.412e-03, eta: 5:10:14, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.6400, top5_acc: 0.8322, loss_cls: 1.5303, loss: 1.5303, grad_norm: 3.9430 2020-08-03 08:14:18,598 - mmaction - INFO - Epoch [238][120/940] lr: 5.412e-03, eta: 5:09:53, time: 1.022, data_time: 0.003, memory: 6199, top1_acc: 0.6293, top5_acc: 0.8275, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.9835 2020-08-03 08:14:38,899 - mmaction - INFO - Epoch [238][140/940] lr: 5.412e-03, eta: 5:09:32, time: 1.014, data_time: 0.009, memory: 6199, top1_acc: 0.6318, top5_acc: 0.8199, loss_cls: 1.5993, loss: 1.5993, grad_norm: 3.9720 2020-08-03 08:14:59,999 - mmaction - INFO - Epoch [238][160/940] lr: 5.412e-03, eta: 5:09:11, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.6211, top5_acc: 0.8170, loss_cls: 1.6059, loss: 1.6059, grad_norm: 3.9222 2020-08-03 08:15:20,767 - mmaction - INFO - Epoch [238][180/940] lr: 5.412e-03, eta: 5:08:50, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.6340, top5_acc: 0.8279, loss_cls: 1.5494, loss: 1.5494, grad_norm: 3.9038 2020-08-03 08:15:41,203 - mmaction - INFO - Epoch [238][200/940] lr: 5.412e-03, eta: 5:08:29, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.6201, top5_acc: 0.8168, loss_cls: 1.6273, loss: 1.6273, grad_norm: 3.9282 2020-08-03 08:16:02,447 - mmaction - INFO - Epoch [238][220/940] lr: 5.412e-03, eta: 5:08:08, time: 1.064, data_time: 0.009, memory: 6199, top1_acc: 0.6381, top5_acc: 0.8229, loss_cls: 1.5520, loss: 1.5520, grad_norm: 3.8846 2020-08-03 08:16:22,183 - mmaction - INFO - Epoch [238][240/940] lr: 5.412e-03, eta: 5:07:47, time: 0.986, data_time: 0.005, memory: 6199, top1_acc: 0.6299, top5_acc: 0.8187, loss_cls: 1.5946, loss: 1.5946, grad_norm: 3.9351 2020-08-03 08:16:42,514 - mmaction - INFO - Epoch [238][260/940] lr: 5.412e-03, eta: 5:07:26, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.6301, top5_acc: 0.8213, loss_cls: 1.5715, loss: 1.5715, grad_norm: 4.0023 2020-08-03 08:17:04,224 - mmaction - INFO - Epoch [238][280/940] lr: 5.412e-03, eta: 5:07:05, time: 1.085, data_time: 0.010, memory: 6199, top1_acc: 0.6252, top5_acc: 0.8236, loss_cls: 1.5733, loss: 1.5733, grad_norm: 4.0378 2020-08-03 08:17:24,060 - mmaction - INFO - Epoch [238][300/940] lr: 5.412e-03, eta: 5:06:44, time: 0.990, data_time: 0.008, memory: 6199, top1_acc: 0.6303, top5_acc: 0.8180, loss_cls: 1.5846, loss: 1.5846, grad_norm: 3.9399 2020-08-03 08:17:45,264 - mmaction - INFO - Epoch [238][320/940] lr: 5.412e-03, eta: 5:06:23, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.6205, top5_acc: 0.8258, loss_cls: 1.5664, loss: 1.5664, grad_norm: 3.9721 2020-08-03 08:18:06,223 - mmaction - INFO - Epoch [238][340/940] lr: 5.412e-03, eta: 5:06:02, time: 1.046, data_time: 0.006, memory: 6199, top1_acc: 0.6379, top5_acc: 0.8260, loss_cls: 1.5468, loss: 1.5468, grad_norm: 3.9180 2020-08-03 08:18:26,238 - mmaction - INFO - Epoch [238][360/940] lr: 5.412e-03, eta: 5:05:41, time: 1.002, data_time: 0.008, memory: 6199, top1_acc: 0.6391, top5_acc: 0.8201, loss_cls: 1.5572, loss: 1.5572, grad_norm: 3.9425 2020-08-03 08:18:46,534 - mmaction - INFO - Epoch [238][380/940] lr: 5.412e-03, eta: 5:05:20, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.6232, top5_acc: 0.8180, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.0005 2020-08-03 08:19:06,592 - mmaction - INFO - Epoch [238][400/940] lr: 5.412e-03, eta: 5:04:59, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6465, top5_acc: 0.8305, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.8974 2020-08-03 08:19:26,547 - mmaction - INFO - Epoch [238][420/940] lr: 5.412e-03, eta: 5:04:38, time: 0.996, data_time: 0.009, memory: 6199, top1_acc: 0.6291, top5_acc: 0.8225, loss_cls: 1.5854, loss: 1.5854, grad_norm: 3.9585 2020-08-03 08:19:46,756 - mmaction - INFO - Epoch [238][440/940] lr: 5.412e-03, eta: 5:04:17, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.6273, top5_acc: 0.8215, loss_cls: 1.5870, loss: 1.5870, grad_norm: 3.9580 2020-08-03 08:20:06,726 - mmaction - INFO - Epoch [238][460/940] lr: 5.412e-03, eta: 5:03:56, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.6281, top5_acc: 0.8287, loss_cls: 1.5769, loss: 1.5769, grad_norm: 4.0156 2020-08-03 08:20:26,975 - mmaction - INFO - Epoch [238][480/940] lr: 5.412e-03, eta: 5:03:35, time: 1.011, data_time: 0.003, memory: 6199, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.5310, loss: 1.5310, grad_norm: 3.9733 2020-08-03 08:20:47,262 - mmaction - INFO - Epoch [238][500/940] lr: 5.412e-03, eta: 5:03:14, time: 1.012, data_time: 0.009, memory: 6199, top1_acc: 0.6254, top5_acc: 0.8189, loss_cls: 1.6000, loss: 1.6000, grad_norm: 4.0113 2020-08-03 08:21:07,471 - mmaction - INFO - Epoch [238][520/940] lr: 5.412e-03, eta: 5:02:53, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6379, top5_acc: 0.8301, loss_cls: 1.5347, loss: 1.5347, grad_norm: 3.9804 2020-08-03 08:21:27,639 - mmaction - INFO - Epoch [238][540/940] lr: 5.412e-03, eta: 5:02:32, time: 1.008, data_time: 0.005, memory: 6199, top1_acc: 0.6240, top5_acc: 0.8240, loss_cls: 1.5963, loss: 1.5963, grad_norm: 3.9924 2020-08-03 08:21:47,540 - mmaction - INFO - Epoch [238][560/940] lr: 5.412e-03, eta: 5:02:11, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.6209, top5_acc: 0.8152, loss_cls: 1.5938, loss: 1.5938, grad_norm: 3.9730 2020-08-03 08:22:07,423 - mmaction - INFO - Epoch [238][580/940] lr: 5.412e-03, eta: 5:01:49, time: 0.995, data_time: 0.004, memory: 6199, top1_acc: 0.6346, top5_acc: 0.8270, loss_cls: 1.5455, loss: 1.5455, grad_norm: 3.8893 2020-08-03 08:22:28,024 - mmaction - INFO - Epoch [238][600/940] lr: 5.412e-03, eta: 5:01:28, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.6338, top5_acc: 0.8275, loss_cls: 1.5613, loss: 1.5613, grad_norm: 4.0205 2020-08-03 08:22:48,756 - mmaction - INFO - Epoch [238][620/940] lr: 5.412e-03, eta: 5:01:07, time: 1.036, data_time: 0.005, memory: 6199, top1_acc: 0.6246, top5_acc: 0.8238, loss_cls: 1.5903, loss: 1.5903, grad_norm: 3.9986 2020-08-03 08:23:08,597 - mmaction - INFO - Epoch [238][640/940] lr: 5.412e-03, eta: 5:00:46, time: 0.993, data_time: 0.004, memory: 6199, top1_acc: 0.6334, top5_acc: 0.8254, loss_cls: 1.5642, loss: 1.5642, grad_norm: 3.9860 2020-08-03 08:23:28,459 - mmaction - INFO - Epoch [238][660/940] lr: 5.412e-03, eta: 5:00:25, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.6332, top5_acc: 0.8275, loss_cls: 1.5397, loss: 1.5397, grad_norm: 3.9058 2020-08-03 08:23:48,482 - mmaction - INFO - Epoch [238][680/940] lr: 5.412e-03, eta: 5:00:04, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.6293, top5_acc: 0.8178, loss_cls: 1.6091, loss: 1.6091, grad_norm: 4.0107 2020-08-03 08:24:08,488 - mmaction - INFO - Epoch [238][700/940] lr: 5.412e-03, eta: 4:59:43, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5467, loss: 1.5467, grad_norm: 3.9529 2020-08-03 08:24:28,535 - mmaction - INFO - Epoch [238][720/940] lr: 5.412e-03, eta: 4:59:22, time: 1.002, data_time: 0.004, memory: 6199, top1_acc: 0.6162, top5_acc: 0.8187, loss_cls: 1.6271, loss: 1.6271, grad_norm: 4.0441 2020-08-03 08:24:48,945 - mmaction - INFO - Epoch [238][740/940] lr: 5.412e-03, eta: 4:59:01, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.6416, top5_acc: 0.8342, loss_cls: 1.5217, loss: 1.5217, grad_norm: 3.8526 2020-08-03 08:25:09,003 - mmaction - INFO - Epoch [238][760/940] lr: 5.412e-03, eta: 4:58:40, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6312, top5_acc: 0.8271, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.0434 2020-08-03 08:25:29,031 - mmaction - INFO - Epoch [238][780/940] lr: 5.412e-03, eta: 4:58:19, time: 1.002, data_time: 0.002, memory: 6199, top1_acc: 0.6428, top5_acc: 0.8273, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.9746 2020-08-03 08:25:49,100 - mmaction - INFO - Epoch [238][800/940] lr: 5.412e-03, eta: 4:57:58, time: 1.001, data_time: 0.004, memory: 6199, top1_acc: 0.6342, top5_acc: 0.8309, loss_cls: 1.5338, loss: 1.5338, grad_norm: 3.9559 2020-08-03 08:26:09,004 - mmaction - INFO - Epoch [238][820/940] lr: 5.412e-03, eta: 4:57:37, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.6242, top5_acc: 0.8264, loss_cls: 1.5642, loss: 1.5642, grad_norm: 3.9335 2020-08-03 08:26:29,082 - mmaction - INFO - Epoch [238][840/940] lr: 5.412e-03, eta: 4:57:16, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.6088, top5_acc: 0.8137, loss_cls: 1.6351, loss: 1.6351, grad_norm: 4.0577 2020-08-03 08:26:49,107 - mmaction - INFO - Epoch [238][860/940] lr: 5.412e-03, eta: 4:56:55, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.6271, top5_acc: 0.8252, loss_cls: 1.5831, loss: 1.5831, grad_norm: 3.9659 2020-08-03 08:27:09,158 - mmaction - INFO - Epoch [238][880/940] lr: 5.412e-03, eta: 4:56:34, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.6385, top5_acc: 0.8361, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.9936 2020-08-03 08:27:29,226 - mmaction - INFO - Epoch [238][900/940] lr: 5.412e-03, eta: 4:56:13, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.6283, top5_acc: 0.8254, loss_cls: 1.5557, loss: 1.5557, grad_norm: 3.9998 2020-08-03 08:27:49,321 - mmaction - INFO - Epoch [238][920/940] lr: 5.412e-03, eta: 4:55:52, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.6307, top5_acc: 0.8266, loss_cls: 1.5810, loss: 1.5810, grad_norm: 3.9933 2020-08-03 08:28:08,428 - mmaction - INFO - Epoch [238][940/940] lr: 5.412e-03, eta: 4:55:31, time: 0.956, data_time: 0.005, memory: 6199, top1_acc: 0.6272, top5_acc: 0.8208, loss_cls: 1.6141, loss: 1.6141, grad_norm: 4.2274 2020-08-03 08:28:38,929 - mmaction - INFO - Epoch [239][20/940] lr: 4.860e-03, eta: 4:55:11, time: 1.504, data_time: 0.481, memory: 6199, top1_acc: 0.6422, top5_acc: 0.8400, loss_cls: 1.5320, loss: 1.5320, grad_norm: 4.0191 2020-08-03 08:28:58,518 - mmaction - INFO - Epoch [239][40/940] lr: 4.860e-03, eta: 4:54:50, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.6316, top5_acc: 0.8221, loss_cls: 1.5686, loss: 1.5686, grad_norm: 3.9579 2020-08-03 08:29:18,852 - mmaction - INFO - Epoch [239][60/940] lr: 4.860e-03, eta: 4:54:29, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.6482, top5_acc: 0.8363, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.9071 2020-08-03 08:29:39,035 - mmaction - INFO - Epoch [239][80/940] lr: 4.860e-03, eta: 4:54:08, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.6248, top5_acc: 0.8186, loss_cls: 1.5773, loss: 1.5773, grad_norm: 4.0163 2020-08-03 08:29:59,263 - mmaction - INFO - Epoch [239][100/940] lr: 4.860e-03, eta: 4:53:47, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.6342, top5_acc: 0.8354, loss_cls: 1.5524, loss: 1.5524, grad_norm: 4.0327 2020-08-03 08:30:19,185 - mmaction - INFO - Epoch [239][120/940] lr: 4.860e-03, eta: 4:53:26, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.6199, top5_acc: 0.8256, loss_cls: 1.5769, loss: 1.5769, grad_norm: 4.0825 2020-08-03 08:30:39,089 - mmaction - INFO - Epoch [239][140/940] lr: 4.860e-03, eta: 4:53:04, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.5385, loss: 1.5385, grad_norm: 3.9860 2020-08-03 08:30:59,106 - mmaction - INFO - Epoch [239][160/940] lr: 4.860e-03, eta: 4:52:43, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.6311, top5_acc: 0.8271, loss_cls: 1.5465, loss: 1.5465, grad_norm: 4.0283 2020-08-03 08:31:19,038 - mmaction - INFO - Epoch [239][180/940] lr: 4.860e-03, eta: 4:52:22, time: 0.995, data_time: 0.008, memory: 6199, top1_acc: 0.6295, top5_acc: 0.8281, loss_cls: 1.5566, loss: 1.5566, grad_norm: 4.0311 2020-08-03 08:31:38,915 - mmaction - INFO - Epoch [239][200/940] lr: 4.860e-03, eta: 4:52:01, time: 0.997, data_time: 0.009, memory: 6199, top1_acc: 0.6436, top5_acc: 0.8293, loss_cls: 1.5268, loss: 1.5268, grad_norm: 3.9709 2020-08-03 08:31:58,953 - mmaction - INFO - Epoch [239][220/940] lr: 4.860e-03, eta: 4:51:40, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6516, top5_acc: 0.8322, loss_cls: 1.4987, loss: 1.4987, grad_norm: 3.9492 2020-08-03 08:32:19,040 - mmaction - INFO - Epoch [239][240/940] lr: 4.860e-03, eta: 4:51:19, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.5787, loss: 1.5787, grad_norm: 4.1352 2020-08-03 08:32:39,090 - mmaction - INFO - Epoch [239][260/940] lr: 4.860e-03, eta: 4:50:58, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6271, top5_acc: 0.8244, loss_cls: 1.5673, loss: 1.5673, grad_norm: 4.0056 2020-08-03 08:32:59,164 - mmaction - INFO - Epoch [239][280/940] lr: 4.860e-03, eta: 4:50:37, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.6287, top5_acc: 0.8166, loss_cls: 1.5729, loss: 1.5729, grad_norm: 4.0201 2020-08-03 08:33:19,363 - mmaction - INFO - Epoch [239][300/940] lr: 4.860e-03, eta: 4:50:16, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.6338, top5_acc: 0.8264, loss_cls: 1.5531, loss: 1.5531, grad_norm: 3.9524 2020-08-03 08:33:39,462 - mmaction - INFO - Epoch [239][320/940] lr: 4.860e-03, eta: 4:49:55, time: 1.004, data_time: 0.011, memory: 6199, top1_acc: 0.6408, top5_acc: 0.8340, loss_cls: 1.5110, loss: 1.5110, grad_norm: 3.9378 2020-08-03 08:33:59,556 - mmaction - INFO - Epoch [239][340/940] lr: 4.860e-03, eta: 4:49:34, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.6320, top5_acc: 0.8262, loss_cls: 1.5537, loss: 1.5537, grad_norm: 4.0085 2020-08-03 08:34:19,516 - mmaction - INFO - Epoch [239][360/940] lr: 4.860e-03, eta: 4:49:13, time: 0.995, data_time: 0.002, memory: 6199, top1_acc: 0.6316, top5_acc: 0.8209, loss_cls: 1.5435, loss: 1.5435, grad_norm: 3.9779 2020-08-03 08:34:39,402 - mmaction - INFO - Epoch [239][380/940] lr: 4.860e-03, eta: 4:48:52, time: 0.993, data_time: 0.010, memory: 6199, top1_acc: 0.6234, top5_acc: 0.8143, loss_cls: 1.6022, loss: 1.6022, grad_norm: 4.0800 2020-08-03 08:34:59,592 - mmaction - INFO - Epoch [239][400/940] lr: 4.860e-03, eta: 4:48:31, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.6412, top5_acc: 0.8350, loss_cls: 1.5067, loss: 1.5067, grad_norm: 3.9594 2020-08-03 08:35:19,984 - mmaction - INFO - Epoch [239][420/940] lr: 4.860e-03, eta: 4:48:10, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.6203, top5_acc: 0.8230, loss_cls: 1.5937, loss: 1.5937, grad_norm: 4.1385 2020-08-03 08:35:39,965 - mmaction - INFO - Epoch [239][440/940] lr: 4.860e-03, eta: 4:47:49, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6389, top5_acc: 0.8262, loss_cls: 1.5617, loss: 1.5617, grad_norm: 3.9948 2020-08-03 08:36:00,290 - mmaction - INFO - Epoch [239][460/940] lr: 4.860e-03, eta: 4:47:28, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.6320, top5_acc: 0.8225, loss_cls: 1.5541, loss: 1.5541, grad_norm: 3.9309 2020-08-03 08:36:20,249 - mmaction - INFO - Epoch [239][480/940] lr: 4.860e-03, eta: 4:47:07, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6332, top5_acc: 0.8268, loss_cls: 1.5468, loss: 1.5468, grad_norm: 4.0143 2020-08-03 08:36:40,192 - mmaction - INFO - Epoch [239][500/940] lr: 4.860e-03, eta: 4:46:46, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.6236, top5_acc: 0.8217, loss_cls: 1.5912, loss: 1.5912, grad_norm: 4.0077 2020-08-03 08:37:00,206 - mmaction - INFO - Epoch [239][520/940] lr: 4.860e-03, eta: 4:46:25, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6420, top5_acc: 0.8357, loss_cls: 1.5092, loss: 1.5092, grad_norm: 4.0204 2020-08-03 08:37:20,412 - mmaction - INFO - Epoch [239][540/940] lr: 4.860e-03, eta: 4:46:04, time: 1.011, data_time: 0.009, memory: 6199, top1_acc: 0.6307, top5_acc: 0.8238, loss_cls: 1.5463, loss: 1.5463, grad_norm: 4.0479 2020-08-03 08:37:40,343 - mmaction - INFO - Epoch [239][560/940] lr: 4.860e-03, eta: 4:45:43, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.6350, top5_acc: 0.8201, loss_cls: 1.5728, loss: 1.5728, grad_norm: 4.0441 2020-08-03 08:38:00,559 - mmaction - INFO - Epoch [239][580/940] lr: 4.860e-03, eta: 4:45:22, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.6371, top5_acc: 0.8209, loss_cls: 1.5653, loss: 1.5653, grad_norm: 4.0553 2020-08-03 08:38:20,372 - mmaction - INFO - Epoch [239][600/940] lr: 4.860e-03, eta: 4:45:01, time: 0.988, data_time: 0.005, memory: 6199, top1_acc: 0.6391, top5_acc: 0.8299, loss_cls: 1.5444, loss: 1.5444, grad_norm: 4.0433 2020-08-03 08:38:40,107 - mmaction - INFO - Epoch [239][620/940] lr: 4.860e-03, eta: 4:44:40, time: 0.991, data_time: 0.010, memory: 6199, top1_acc: 0.6367, top5_acc: 0.8307, loss_cls: 1.5340, loss: 1.5340, grad_norm: 4.0566 2020-08-03 08:39:01,002 - mmaction - INFO - Epoch [239][640/940] lr: 4.860e-03, eta: 4:44:19, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.6291, top5_acc: 0.8270, loss_cls: 1.5488, loss: 1.5488, grad_norm: 4.0237 2020-08-03 08:39:21,792 - mmaction - INFO - Epoch [239][660/940] lr: 4.860e-03, eta: 4:43:58, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.6285, top5_acc: 0.8260, loss_cls: 1.5714, loss: 1.5714, grad_norm: 4.0737 2020-08-03 08:39:42,293 - mmaction - INFO - Epoch [239][680/940] lr: 4.860e-03, eta: 4:43:37, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.6252, top5_acc: 0.8223, loss_cls: 1.5921, loss: 1.5921, grad_norm: 4.0642 2020-08-03 08:40:01,909 - mmaction - INFO - Epoch [239][700/940] lr: 4.860e-03, eta: 4:43:16, time: 0.982, data_time: 0.006, memory: 6199, top1_acc: 0.6355, top5_acc: 0.8270, loss_cls: 1.5280, loss: 1.5280, grad_norm: 3.9347 2020-08-03 08:40:22,723 - mmaction - INFO - Epoch [239][720/940] lr: 4.860e-03, eta: 4:42:55, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.6340, top5_acc: 0.8268, loss_cls: 1.5279, loss: 1.5279, grad_norm: 3.9752 2020-08-03 08:40:44,154 - mmaction - INFO - Epoch [239][740/940] lr: 4.860e-03, eta: 4:42:34, time: 1.073, data_time: 0.009, memory: 6199, top1_acc: 0.6232, top5_acc: 0.8285, loss_cls: 1.5770, loss: 1.5770, grad_norm: 4.0592 2020-08-03 08:41:05,530 - mmaction - INFO - Epoch [239][760/940] lr: 4.860e-03, eta: 4:42:13, time: 1.068, data_time: 0.005, memory: 6199, top1_acc: 0.6303, top5_acc: 0.8260, loss_cls: 1.5525, loss: 1.5525, grad_norm: 3.9902 2020-08-03 08:41:25,639 - mmaction - INFO - Epoch [239][780/940] lr: 4.860e-03, eta: 4:41:52, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6373, top5_acc: 0.8332, loss_cls: 1.5325, loss: 1.5325, grad_norm: 3.9888 2020-08-03 08:41:45,763 - mmaction - INFO - Epoch [239][800/940] lr: 4.860e-03, eta: 4:41:31, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6314, top5_acc: 0.8293, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.0615 2020-08-03 08:42:07,594 - mmaction - INFO - Epoch [239][820/940] lr: 4.860e-03, eta: 4:41:10, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.6258, top5_acc: 0.8215, loss_cls: 1.5798, loss: 1.5798, grad_norm: 4.0854 2020-08-03 08:42:28,316 - mmaction - INFO - Epoch [239][840/940] lr: 4.860e-03, eta: 4:40:49, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.6395, top5_acc: 0.8209, loss_cls: 1.5749, loss: 1.5749, grad_norm: 4.0612 2020-08-03 08:42:48,895 - mmaction - INFO - Epoch [239][860/940] lr: 4.860e-03, eta: 4:40:28, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.6344, top5_acc: 0.8340, loss_cls: 1.5280, loss: 1.5280, grad_norm: 4.0398 2020-08-03 08:43:08,938 - mmaction - INFO - Epoch [239][880/940] lr: 4.860e-03, eta: 4:40:07, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.6357, top5_acc: 0.8271, loss_cls: 1.5555, loss: 1.5555, grad_norm: 4.0097 2020-08-03 08:43:28,895 - mmaction - INFO - Epoch [239][900/940] lr: 4.860e-03, eta: 4:39:46, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6381, top5_acc: 0.8260, loss_cls: 1.5408, loss: 1.5408, grad_norm: 4.0172 2020-08-03 08:43:48,764 - mmaction - INFO - Epoch [239][920/940] lr: 4.860e-03, eta: 4:39:25, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.6375, top5_acc: 0.8248, loss_cls: 1.5655, loss: 1.5655, grad_norm: 4.0244 2020-08-03 08:44:07,525 - mmaction - INFO - Epoch [239][940/940] lr: 4.860e-03, eta: 4:39:04, time: 0.938, data_time: 0.010, memory: 6199, top1_acc: 0.6378, top5_acc: 0.8302, loss_cls: 1.5436, loss: 1.5436, grad_norm: 4.0519 2020-08-03 08:44:37,553 - mmaction - INFO - Epoch [240][20/940] lr: 4.337e-03, eta: 4:38:44, time: 1.483, data_time: 0.473, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8291, loss_cls: 1.5210, loss: 1.5210, grad_norm: 3.9757 2020-08-03 08:44:56,920 - mmaction - INFO - Epoch [240][40/940] lr: 4.337e-03, eta: 4:38:23, time: 0.970, data_time: 0.008, memory: 6199, top1_acc: 0.6334, top5_acc: 0.8336, loss_cls: 1.5283, loss: 1.5283, grad_norm: 4.0366 2020-08-03 08:45:17,101 - mmaction - INFO - Epoch [240][60/940] lr: 4.337e-03, eta: 4:38:02, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6455, top5_acc: 0.8367, loss_cls: 1.4987, loss: 1.4987, grad_norm: 3.9786 2020-08-03 08:45:37,639 - mmaction - INFO - Epoch [240][80/940] lr: 4.337e-03, eta: 4:37:41, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.6379, top5_acc: 0.8266, loss_cls: 1.5405, loss: 1.5405, grad_norm: 4.0134 2020-08-03 08:45:57,830 - mmaction - INFO - Epoch [240][100/940] lr: 4.337e-03, eta: 4:37:20, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.6389, top5_acc: 0.8361, loss_cls: 1.5102, loss: 1.5102, grad_norm: 4.0585 2020-08-03 08:46:18,874 - mmaction - INFO - Epoch [240][120/940] lr: 4.337e-03, eta: 4:36:59, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.6314, top5_acc: 0.8260, loss_cls: 1.5772, loss: 1.5772, grad_norm: 4.0906 2020-08-03 08:46:40,118 - mmaction - INFO - Epoch [240][140/940] lr: 4.337e-03, eta: 4:36:38, time: 1.063, data_time: 0.010, memory: 6199, top1_acc: 0.6354, top5_acc: 0.8215, loss_cls: 1.5572, loss: 1.5572, grad_norm: 4.0233 2020-08-03 08:47:00,407 - mmaction - INFO - Epoch [240][160/940] lr: 4.337e-03, eta: 4:36:17, time: 1.014, data_time: 0.003, memory: 6199, top1_acc: 0.6277, top5_acc: 0.8262, loss_cls: 1.5846, loss: 1.5846, grad_norm: 4.1132 2020-08-03 08:47:20,313 - mmaction - INFO - Epoch [240][180/940] lr: 4.337e-03, eta: 4:35:56, time: 0.994, data_time: 0.005, memory: 6199, top1_acc: 0.6385, top5_acc: 0.8234, loss_cls: 1.5589, loss: 1.5589, grad_norm: 4.0931 2020-08-03 08:47:40,950 - mmaction - INFO - Epoch [240][200/940] lr: 4.337e-03, eta: 4:35:35, time: 1.028, data_time: 0.008, memory: 6199, top1_acc: 0.6418, top5_acc: 0.8373, loss_cls: 1.5002, loss: 1.5002, grad_norm: 4.0324 2020-08-03 08:48:00,715 - mmaction - INFO - Epoch [240][220/940] lr: 4.337e-03, eta: 4:35:14, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.6400, top5_acc: 0.8291, loss_cls: 1.5123, loss: 1.5123, grad_norm: 4.0382 2020-08-03 08:48:22,053 - mmaction - INFO - Epoch [240][240/940] lr: 4.337e-03, eta: 4:34:53, time: 1.067, data_time: 0.002, memory: 6199, top1_acc: 0.6475, top5_acc: 0.8352, loss_cls: 1.4912, loss: 1.4912, grad_norm: 4.0278 2020-08-03 08:48:41,983 - mmaction - INFO - Epoch [240][260/940] lr: 4.337e-03, eta: 4:34:32, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.6293, top5_acc: 0.8285, loss_cls: 1.5379, loss: 1.5379, grad_norm: 4.0645 2020-08-03 08:49:02,308 - mmaction - INFO - Epoch [240][280/940] lr: 4.337e-03, eta: 4:34:11, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.6479, top5_acc: 0.8408, loss_cls: 1.4737, loss: 1.4737, grad_norm: 4.0110 2020-08-03 08:49:22,502 - mmaction - INFO - Epoch [240][300/940] lr: 4.337e-03, eta: 4:33:50, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.6467, top5_acc: 0.8404, loss_cls: 1.4868, loss: 1.4868, grad_norm: 4.0547 2020-08-03 08:49:42,351 - mmaction - INFO - Epoch [240][320/940] lr: 4.337e-03, eta: 4:33:29, time: 0.989, data_time: 0.008, memory: 6199, top1_acc: 0.6400, top5_acc: 0.8289, loss_cls: 1.5324, loss: 1.5324, grad_norm: 4.0829 2020-08-03 08:50:02,558 - mmaction - INFO - Epoch [240][340/940] lr: 4.337e-03, eta: 4:33:08, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.6348, top5_acc: 0.8340, loss_cls: 1.5429, loss: 1.5429, grad_norm: 4.0694 2020-08-03 08:50:23,123 - mmaction - INFO - Epoch [240][360/940] lr: 4.337e-03, eta: 4:32:47, time: 1.027, data_time: 0.004, memory: 6199, top1_acc: 0.6281, top5_acc: 0.8318, loss_cls: 1.5689, loss: 1.5689, grad_norm: 4.1095 2020-08-03 08:50:43,858 - mmaction - INFO - Epoch [240][380/940] lr: 4.337e-03, eta: 4:32:26, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.6389, top5_acc: 0.8297, loss_cls: 1.5317, loss: 1.5317, grad_norm: 4.0491 2020-08-03 08:51:03,851 - mmaction - INFO - Epoch [240][400/940] lr: 4.337e-03, eta: 4:32:05, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.6346, top5_acc: 0.8301, loss_cls: 1.5489, loss: 1.5489, grad_norm: 4.0500 2020-08-03 08:51:24,030 - mmaction - INFO - Epoch [240][420/940] lr: 4.337e-03, eta: 4:31:44, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5388, loss: 1.5388, grad_norm: 3.9931 2020-08-03 08:51:44,070 - mmaction - INFO - Epoch [240][440/940] lr: 4.337e-03, eta: 4:31:23, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6371, top5_acc: 0.8354, loss_cls: 1.4855, loss: 1.4855, grad_norm: 4.0069 2020-08-03 08:52:04,327 - mmaction - INFO - Epoch [240][460/940] lr: 4.337e-03, eta: 4:31:02, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6355, top5_acc: 0.8301, loss_cls: 1.5272, loss: 1.5272, grad_norm: 4.0296 2020-08-03 08:52:24,762 - mmaction - INFO - Epoch [240][480/940] lr: 4.337e-03, eta: 4:30:41, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.6410, top5_acc: 0.8313, loss_cls: 1.5337, loss: 1.5337, grad_norm: 4.0724 2020-08-03 08:52:45,267 - mmaction - INFO - Epoch [240][500/940] lr: 4.337e-03, eta: 4:30:20, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.6342, top5_acc: 0.8273, loss_cls: 1.5468, loss: 1.5468, grad_norm: 4.0340 2020-08-03 08:53:05,479 - mmaction - INFO - Epoch [240][520/940] lr: 4.337e-03, eta: 4:29:59, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.6344, top5_acc: 0.8299, loss_cls: 1.5581, loss: 1.5581, grad_norm: 4.0789 2020-08-03 08:53:25,630 - mmaction - INFO - Epoch [240][540/940] lr: 4.337e-03, eta: 4:29:38, time: 1.009, data_time: 0.010, memory: 6199, top1_acc: 0.6420, top5_acc: 0.8250, loss_cls: 1.5323, loss: 1.5323, grad_norm: 4.0630 2020-08-03 08:53:45,500 - mmaction - INFO - Epoch [240][560/940] lr: 4.337e-03, eta: 4:29:17, time: 0.992, data_time: 0.005, memory: 6199, top1_acc: 0.6268, top5_acc: 0.8283, loss_cls: 1.5445, loss: 1.5445, grad_norm: 4.1011 2020-08-03 08:54:05,592 - mmaction - INFO - Epoch [240][580/940] lr: 4.337e-03, eta: 4:28:56, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5551, loss: 1.5551, grad_norm: 4.0816 2020-08-03 08:54:26,187 - mmaction - INFO - Epoch [240][600/940] lr: 4.337e-03, eta: 4:28:35, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.6287, top5_acc: 0.8221, loss_cls: 1.5682, loss: 1.5682, grad_norm: 4.0514 2020-08-03 08:54:46,387 - mmaction - INFO - Epoch [240][620/940] lr: 4.337e-03, eta: 4:28:14, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.6326, top5_acc: 0.8268, loss_cls: 1.5508, loss: 1.5508, grad_norm: 4.0613 2020-08-03 08:55:06,499 - mmaction - INFO - Epoch [240][640/940] lr: 4.337e-03, eta: 4:27:53, time: 1.008, data_time: 0.008, memory: 6199, top1_acc: 0.6469, top5_acc: 0.8463, loss_cls: 1.4525, loss: 1.4525, grad_norm: 4.0244 2020-08-03 08:55:26,309 - mmaction - INFO - Epoch [240][660/940] lr: 4.337e-03, eta: 4:27:32, time: 0.989, data_time: 0.001, memory: 6199, top1_acc: 0.6303, top5_acc: 0.8227, loss_cls: 1.5593, loss: 1.5593, grad_norm: 4.1229 2020-08-03 08:55:46,403 - mmaction - INFO - Epoch [240][680/940] lr: 4.337e-03, eta: 4:27:10, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.6439, top5_acc: 0.8348, loss_cls: 1.5184, loss: 1.5184, grad_norm: 4.0242 2020-08-03 08:56:06,314 - mmaction - INFO - Epoch [240][700/940] lr: 4.337e-03, eta: 4:26:49, time: 0.998, data_time: 0.008, memory: 6199, top1_acc: 0.6494, top5_acc: 0.8275, loss_cls: 1.5212, loss: 1.5212, grad_norm: 4.0636 2020-08-03 08:56:26,858 - mmaction - INFO - Epoch [240][720/940] lr: 4.337e-03, eta: 4:26:28, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5190, loss: 1.5190, grad_norm: 4.0267 2020-08-03 08:56:47,102 - mmaction - INFO - Epoch [240][740/940] lr: 4.337e-03, eta: 4:26:07, time: 1.016, data_time: 0.006, memory: 6199, top1_acc: 0.6527, top5_acc: 0.8400, loss_cls: 1.4691, loss: 1.4691, grad_norm: 3.9748 2020-08-03 08:57:07,556 - mmaction - INFO - Epoch [240][760/940] lr: 4.337e-03, eta: 4:25:46, time: 1.020, data_time: 0.005, memory: 6199, top1_acc: 0.6385, top5_acc: 0.8295, loss_cls: 1.5151, loss: 1.5151, grad_norm: 4.1176 2020-08-03 08:57:27,734 - mmaction - INFO - Epoch [240][780/940] lr: 4.337e-03, eta: 4:25:25, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.6299, top5_acc: 0.8262, loss_cls: 1.5417, loss: 1.5417, grad_norm: 4.1330 2020-08-03 08:57:48,028 - mmaction - INFO - Epoch [240][800/940] lr: 4.337e-03, eta: 4:25:04, time: 1.014, data_time: 0.008, memory: 6199, top1_acc: 0.6357, top5_acc: 0.8342, loss_cls: 1.5274, loss: 1.5274, grad_norm: 4.1108 2020-08-03 08:58:08,258 - mmaction - INFO - Epoch [240][820/940] lr: 4.337e-03, eta: 4:24:43, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.6197, top5_acc: 0.8211, loss_cls: 1.5962, loss: 1.5962, grad_norm: 4.1260 2020-08-03 08:58:28,419 - mmaction - INFO - Epoch [240][840/940] lr: 4.337e-03, eta: 4:24:22, time: 1.010, data_time: 0.009, memory: 6199, top1_acc: 0.6355, top5_acc: 0.8248, loss_cls: 1.5428, loss: 1.5428, grad_norm: 4.0912 2020-08-03 08:58:48,701 - mmaction - INFO - Epoch [240][860/940] lr: 4.337e-03, eta: 4:24:01, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.6457, top5_acc: 0.8324, loss_cls: 1.5158, loss: 1.5158, grad_norm: 4.0333 2020-08-03 08:59:08,714 - mmaction - INFO - Epoch [240][880/940] lr: 4.337e-03, eta: 4:23:40, time: 0.998, data_time: 0.004, memory: 6199, top1_acc: 0.6340, top5_acc: 0.8215, loss_cls: 1.5636, loss: 1.5636, grad_norm: 4.1301 2020-08-03 08:59:28,780 - mmaction - INFO - Epoch [240][900/940] lr: 4.337e-03, eta: 4:23:19, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.6346, top5_acc: 0.8271, loss_cls: 1.5441, loss: 1.5441, grad_norm: 4.1172 2020-08-03 08:59:49,330 - mmaction - INFO - Epoch [240][920/940] lr: 4.337e-03, eta: 4:22:58, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.6453, top5_acc: 0.8289, loss_cls: 1.5164, loss: 1.5164, grad_norm: 4.0573 2020-08-03 09:00:11,638 - mmaction - INFO - Epoch [240][940/940] lr: 4.337e-03, eta: 4:22:38, time: 1.103, data_time: 0.011, memory: 6199, top1_acc: 0.6412, top5_acc: 0.8300, loss_cls: 1.5536, loss: 1.5536, grad_norm: 4.0762 2020-08-03 09:00:12,093 - mmaction - INFO - Saving checkpoint at 240 epochs 2020-08-03 09:01:29,964 - mmaction - INFO - Epoch [241][20/940] lr: 3.843e-03, eta: 4:22:20, time: 3.842, data_time: 0.598, memory: 6199, top1_acc: 0.6391, top5_acc: 0.8371, loss_cls: 1.5098, loss: 1.5098, grad_norm: 3.9888 2020-08-03 09:01:49,320 - mmaction - INFO - Epoch [241][40/940] lr: 3.843e-03, eta: 4:21:59, time: 0.971, data_time: 0.008, memory: 6199, top1_acc: 0.6307, top5_acc: 0.8270, loss_cls: 1.5488, loss: 1.5488, grad_norm: 4.1277 2020-08-03 09:02:09,250 - mmaction - INFO - Epoch [241][60/940] lr: 3.843e-03, eta: 4:21:38, time: 0.993, data_time: 0.006, memory: 6199, top1_acc: 0.6410, top5_acc: 0.8271, loss_cls: 1.5453, loss: 1.5453, grad_norm: 4.0910 2020-08-03 09:02:29,125 - mmaction - INFO - Epoch [241][80/940] lr: 3.843e-03, eta: 4:21:17, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6334, top5_acc: 0.8299, loss_cls: 1.5384, loss: 1.5384, grad_norm: 4.0226 2020-08-03 09:02:49,014 - mmaction - INFO - Epoch [241][100/940] lr: 3.843e-03, eta: 4:20:56, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.6285, top5_acc: 0.8244, loss_cls: 1.5624, loss: 1.5624, grad_norm: 4.1672 2020-08-03 09:03:09,683 - mmaction - INFO - Epoch [241][120/940] lr: 3.843e-03, eta: 4:20:35, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.6439, top5_acc: 0.8385, loss_cls: 1.5153, loss: 1.5153, grad_norm: 4.0947 2020-08-03 09:03:29,362 - mmaction - INFO - Epoch [241][140/940] lr: 3.843e-03, eta: 4:20:14, time: 0.982, data_time: 0.006, memory: 6199, top1_acc: 0.6424, top5_acc: 0.8338, loss_cls: 1.5135, loss: 1.5135, grad_norm: 4.0883 2020-08-03 09:03:49,936 - mmaction - INFO - Epoch [241][160/940] lr: 3.843e-03, eta: 4:19:53, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.6479, top5_acc: 0.8350, loss_cls: 1.4847, loss: 1.4847, grad_norm: 4.0558 2020-08-03 09:04:10,653 - mmaction - INFO - Epoch [241][180/940] lr: 3.843e-03, eta: 4:19:32, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.6314, top5_acc: 0.8352, loss_cls: 1.5127, loss: 1.5127, grad_norm: 4.1307 2020-08-03 09:04:30,558 - mmaction - INFO - Epoch [241][200/940] lr: 3.843e-03, eta: 4:19:11, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.6395, top5_acc: 0.8297, loss_cls: 1.5180, loss: 1.5180, grad_norm: 4.1070 2020-08-03 09:04:51,013 - mmaction - INFO - Epoch [241][220/940] lr: 3.843e-03, eta: 4:18:50, time: 1.021, data_time: 0.005, memory: 6199, top1_acc: 0.6260, top5_acc: 0.8262, loss_cls: 1.5920, loss: 1.5920, grad_norm: 4.2009 2020-08-03 09:05:11,131 - mmaction - INFO - Epoch [241][240/940] lr: 3.843e-03, eta: 4:18:29, time: 1.005, data_time: 0.005, memory: 6199, top1_acc: 0.6365, top5_acc: 0.8369, loss_cls: 1.5190, loss: 1.5190, grad_norm: 4.1449 2020-08-03 09:05:31,122 - mmaction - INFO - Epoch [241][260/940] lr: 3.843e-03, eta: 4:18:08, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.6443, top5_acc: 0.8283, loss_cls: 1.5308, loss: 1.5308, grad_norm: 4.1064 2020-08-03 09:05:51,115 - mmaction - INFO - Epoch [241][280/940] lr: 3.843e-03, eta: 4:17:47, time: 1.004, data_time: 0.010, memory: 6199, top1_acc: 0.6471, top5_acc: 0.8340, loss_cls: 1.5188, loss: 1.5188, grad_norm: 4.0570 2020-08-03 09:06:11,172 - mmaction - INFO - Epoch [241][300/940] lr: 3.843e-03, eta: 4:17:26, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.6436, top5_acc: 0.8297, loss_cls: 1.5098, loss: 1.5098, grad_norm: 4.0463 2020-08-03 09:06:31,185 - mmaction - INFO - Epoch [241][320/940] lr: 3.843e-03, eta: 4:17:05, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8346, loss_cls: 1.5060, loss: 1.5060, grad_norm: 4.0896 2020-08-03 09:06:51,712 - mmaction - INFO - Epoch [241][340/940] lr: 3.843e-03, eta: 4:16:44, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.6500, top5_acc: 0.8424, loss_cls: 1.4665, loss: 1.4665, grad_norm: 4.0497 2020-08-03 09:07:12,313 - mmaction - INFO - Epoch [241][360/940] lr: 3.843e-03, eta: 4:16:23, time: 1.030, data_time: 0.010, memory: 6199, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5129, loss: 1.5129, grad_norm: 4.0899 2020-08-03 09:07:32,995 - mmaction - INFO - Epoch [241][380/940] lr: 3.843e-03, eta: 4:16:02, time: 1.033, data_time: 0.005, memory: 6199, top1_acc: 0.6439, top5_acc: 0.8418, loss_cls: 1.4884, loss: 1.4884, grad_norm: 4.1150 2020-08-03 09:07:53,198 - mmaction - INFO - Epoch [241][400/940] lr: 3.843e-03, eta: 4:15:41, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.6369, top5_acc: 0.8256, loss_cls: 1.5367, loss: 1.5367, grad_norm: 4.0930 2020-08-03 09:08:13,395 - mmaction - INFO - Epoch [241][420/940] lr: 3.843e-03, eta: 4:15:20, time: 1.008, data_time: 0.002, memory: 6199, top1_acc: 0.6395, top5_acc: 0.8354, loss_cls: 1.5101, loss: 1.5101, grad_norm: 4.1976 2020-08-03 09:08:33,938 - mmaction - INFO - Epoch [241][440/940] lr: 3.843e-03, eta: 4:14:59, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.6525, top5_acc: 0.8424, loss_cls: 1.4653, loss: 1.4653, grad_norm: 4.1241 2020-08-03 09:08:54,785 - mmaction - INFO - Epoch [241][460/940] lr: 3.843e-03, eta: 4:14:38, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.6412, top5_acc: 0.8344, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.0989 2020-08-03 09:09:15,519 - mmaction - INFO - Epoch [241][480/940] lr: 3.843e-03, eta: 4:14:17, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.6504, top5_acc: 0.8430, loss_cls: 1.4678, loss: 1.4678, grad_norm: 4.1096 2020-08-03 09:09:35,574 - mmaction - INFO - Epoch [241][500/940] lr: 3.843e-03, eta: 4:13:56, time: 1.002, data_time: 0.003, memory: 6199, top1_acc: 0.6441, top5_acc: 0.8363, loss_cls: 1.5018, loss: 1.5018, grad_norm: 4.1641 2020-08-03 09:09:55,756 - mmaction - INFO - Epoch [241][520/940] lr: 3.843e-03, eta: 4:13:35, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.6285, top5_acc: 0.8262, loss_cls: 1.5596, loss: 1.5596, grad_norm: 4.2226 2020-08-03 09:10:16,032 - mmaction - INFO - Epoch [241][540/940] lr: 3.843e-03, eta: 4:13:14, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.6410, top5_acc: 0.8379, loss_cls: 1.5080, loss: 1.5080, grad_norm: 4.1054 2020-08-03 09:10:36,336 - mmaction - INFO - Epoch [241][560/940] lr: 3.843e-03, eta: 4:12:53, time: 1.011, data_time: 0.005, memory: 6199, top1_acc: 0.6408, top5_acc: 0.8322, loss_cls: 1.5235, loss: 1.5235, grad_norm: 4.2078 2020-08-03 09:10:56,506 - mmaction - INFO - Epoch [241][580/940] lr: 3.843e-03, eta: 4:12:32, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6367, top5_acc: 0.8332, loss_cls: 1.5294, loss: 1.5294, grad_norm: 4.1693 2020-08-03 09:11:17,177 - mmaction - INFO - Epoch [241][600/940] lr: 3.843e-03, eta: 4:12:11, time: 1.029, data_time: 0.004, memory: 6199, top1_acc: 0.6381, top5_acc: 0.8283, loss_cls: 1.5462, loss: 1.5462, grad_norm: 4.2225 2020-08-03 09:11:37,267 - mmaction - INFO - Epoch [241][620/940] lr: 3.843e-03, eta: 4:11:50, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.6504, top5_acc: 0.8367, loss_cls: 1.4880, loss: 1.4880, grad_norm: 4.0468 2020-08-03 09:11:57,942 - mmaction - INFO - Epoch [241][640/940] lr: 3.843e-03, eta: 4:11:29, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.6422, top5_acc: 0.8373, loss_cls: 1.4887, loss: 1.4887, grad_norm: 4.0981 2020-08-03 09:12:18,026 - mmaction - INFO - Epoch [241][660/940] lr: 3.843e-03, eta: 4:11:08, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6412, top5_acc: 0.8314, loss_cls: 1.5183, loss: 1.5183, grad_norm: 4.1166 2020-08-03 09:12:37,955 - mmaction - INFO - Epoch [241][680/940] lr: 3.843e-03, eta: 4:10:47, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.6355, top5_acc: 0.8225, loss_cls: 1.5529, loss: 1.5529, grad_norm: 4.1533 2020-08-03 09:12:57,813 - mmaction - INFO - Epoch [241][700/940] lr: 3.843e-03, eta: 4:10:26, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.6461, top5_acc: 0.8316, loss_cls: 1.5212, loss: 1.5212, grad_norm: 4.1007 2020-08-03 09:13:18,960 - mmaction - INFO - Epoch [241][720/940] lr: 3.843e-03, eta: 4:10:05, time: 1.058, data_time: 0.003, memory: 6199, top1_acc: 0.6451, top5_acc: 0.8221, loss_cls: 1.5439, loss: 1.5439, grad_norm: 4.0669 2020-08-03 09:13:39,061 - mmaction - INFO - Epoch [241][740/940] lr: 3.843e-03, eta: 4:09:44, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6428, top5_acc: 0.8350, loss_cls: 1.5146, loss: 1.5146, grad_norm: 4.0899 2020-08-03 09:13:59,069 - mmaction - INFO - Epoch [241][760/940] lr: 3.843e-03, eta: 4:09:23, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.5051, loss: 1.5051, grad_norm: 4.1419 2020-08-03 09:14:19,213 - mmaction - INFO - Epoch [241][780/940] lr: 3.843e-03, eta: 4:09:02, time: 1.003, data_time: 0.004, memory: 6199, top1_acc: 0.6477, top5_acc: 0.8264, loss_cls: 1.5372, loss: 1.5372, grad_norm: 4.0826 2020-08-03 09:14:39,047 - mmaction - INFO - Epoch [241][800/940] lr: 3.843e-03, eta: 4:08:41, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.6305, top5_acc: 0.8256, loss_cls: 1.5488, loss: 1.5488, grad_norm: 4.1328 2020-08-03 09:14:59,426 - mmaction - INFO - Epoch [241][820/940] lr: 3.843e-03, eta: 4:08:20, time: 1.019, data_time: 0.003, memory: 6199, top1_acc: 0.6463, top5_acc: 0.8383, loss_cls: 1.4955, loss: 1.4955, grad_norm: 4.1266 2020-08-03 09:15:19,593 - mmaction - INFO - Epoch [241][840/940] lr: 3.843e-03, eta: 4:07:59, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.6469, top5_acc: 0.8291, loss_cls: 1.5162, loss: 1.5162, grad_norm: 4.1053 2020-08-03 09:15:39,562 - mmaction - INFO - Epoch [241][860/940] lr: 3.843e-03, eta: 4:07:38, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.6381, top5_acc: 0.8258, loss_cls: 1.5376, loss: 1.5376, grad_norm: 4.0909 2020-08-03 09:15:59,606 - mmaction - INFO - Epoch [241][880/940] lr: 3.843e-03, eta: 4:07:17, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.6324, top5_acc: 0.8270, loss_cls: 1.5529, loss: 1.5529, grad_norm: 4.2189 2020-08-03 09:16:20,647 - mmaction - INFO - Epoch [241][900/940] lr: 3.843e-03, eta: 4:06:56, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.6463, top5_acc: 0.8316, loss_cls: 1.5164, loss: 1.5164, grad_norm: 4.1477 2020-08-03 09:16:40,715 - mmaction - INFO - Epoch [241][920/940] lr: 3.843e-03, eta: 4:06:35, time: 1.003, data_time: 0.006, memory: 6199, top1_acc: 0.6396, top5_acc: 0.8273, loss_cls: 1.5270, loss: 1.5270, grad_norm: 4.1289 2020-08-03 09:17:00,582 - mmaction - INFO - Epoch [241][940/940] lr: 3.843e-03, eta: 4:06:14, time: 0.992, data_time: 0.008, memory: 6199, top1_acc: 0.6252, top5_acc: 0.8259, loss_cls: 1.5848, loss: 1.5848, grad_norm: 4.2445 2020-08-03 09:17:31,081 - mmaction - INFO - Epoch [242][20/940] lr: 3.379e-03, eta: 4:05:54, time: 1.505, data_time: 0.517, memory: 6199, top1_acc: 0.6473, top5_acc: 0.8348, loss_cls: 1.4892, loss: 1.4892, grad_norm: 4.1163 2020-08-03 09:17:50,726 - mmaction - INFO - Epoch [242][40/940] lr: 3.379e-03, eta: 4:05:33, time: 0.984, data_time: 0.004, memory: 6199, top1_acc: 0.6377, top5_acc: 0.8238, loss_cls: 1.5367, loss: 1.5367, grad_norm: 4.1235 2020-08-03 09:18:11,425 - mmaction - INFO - Epoch [242][60/940] lr: 3.379e-03, eta: 4:05:12, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.6348, top5_acc: 0.8361, loss_cls: 1.5116, loss: 1.5116, grad_norm: 4.1777 2020-08-03 09:18:32,866 - mmaction - INFO - Epoch [242][80/940] lr: 3.379e-03, eta: 4:04:51, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.6410, top5_acc: 0.8348, loss_cls: 1.4995, loss: 1.4995, grad_norm: 4.1574 2020-08-03 09:18:53,803 - mmaction - INFO - Epoch [242][100/940] lr: 3.379e-03, eta: 4:04:30, time: 1.046, data_time: 0.001, memory: 6199, top1_acc: 0.6387, top5_acc: 0.8354, loss_cls: 1.5006, loss: 1.5006, grad_norm: 4.1422 2020-08-03 09:19:13,818 - mmaction - INFO - Epoch [242][120/940] lr: 3.379e-03, eta: 4:04:09, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.6270, top5_acc: 0.8207, loss_cls: 1.5992, loss: 1.5992, grad_norm: 4.2640 2020-08-03 09:19:34,318 - mmaction - INFO - Epoch [242][140/940] lr: 3.379e-03, eta: 4:03:48, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.6381, top5_acc: 0.8334, loss_cls: 1.5153, loss: 1.5153, grad_norm: 4.1004 2020-08-03 09:19:56,037 - mmaction - INFO - Epoch [242][160/940] lr: 3.379e-03, eta: 4:03:27, time: 1.086, data_time: 0.008, memory: 6199, top1_acc: 0.6377, top5_acc: 0.8283, loss_cls: 1.5306, loss: 1.5306, grad_norm: 4.2355 2020-08-03 09:20:16,576 - mmaction - INFO - Epoch [242][180/940] lr: 3.379e-03, eta: 4:03:06, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.6455, top5_acc: 0.8396, loss_cls: 1.4717, loss: 1.4717, grad_norm: 4.1321 2020-08-03 09:20:37,394 - mmaction - INFO - Epoch [242][200/940] lr: 3.379e-03, eta: 4:02:45, time: 1.039, data_time: 0.009, memory: 6199, top1_acc: 0.6365, top5_acc: 0.8273, loss_cls: 1.5315, loss: 1.5315, grad_norm: 4.1428 2020-08-03 09:20:58,620 - mmaction - INFO - Epoch [242][220/940] lr: 3.379e-03, eta: 4:02:24, time: 1.064, data_time: 0.007, memory: 6199, top1_acc: 0.6504, top5_acc: 0.8326, loss_cls: 1.5019, loss: 1.5019, grad_norm: 4.1270 2020-08-03 09:21:19,003 - mmaction - INFO - Epoch [242][240/940] lr: 3.379e-03, eta: 4:02:03, time: 1.019, data_time: 0.009, memory: 6199, top1_acc: 0.6482, top5_acc: 0.8344, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.1317 2020-08-03 09:21:39,546 - mmaction - INFO - Epoch [242][260/940] lr: 3.379e-03, eta: 4:01:42, time: 1.026, data_time: 0.004, memory: 6199, top1_acc: 0.6434, top5_acc: 0.8291, loss_cls: 1.5247, loss: 1.5247, grad_norm: 4.1071 2020-08-03 09:22:00,183 - mmaction - INFO - Epoch [242][280/940] lr: 3.379e-03, eta: 4:01:21, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.6400, top5_acc: 0.8297, loss_cls: 1.5196, loss: 1.5196, grad_norm: 4.0915 2020-08-03 09:22:21,474 - mmaction - INFO - Epoch [242][300/940] lr: 3.379e-03, eta: 4:01:00, time: 1.066, data_time: 0.006, memory: 6199, top1_acc: 0.6527, top5_acc: 0.8369, loss_cls: 1.4658, loss: 1.4658, grad_norm: 4.0338 2020-08-03 09:22:42,679 - mmaction - INFO - Epoch [242][320/940] lr: 3.379e-03, eta: 4:00:39, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.6400, top5_acc: 0.8266, loss_cls: 1.5417, loss: 1.5417, grad_norm: 4.1913 2020-08-03 09:23:02,920 - mmaction - INFO - Epoch [242][340/940] lr: 3.379e-03, eta: 4:00:18, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6473, top5_acc: 0.8350, loss_cls: 1.4878, loss: 1.4878, grad_norm: 4.1658 2020-08-03 09:23:22,881 - mmaction - INFO - Epoch [242][360/940] lr: 3.379e-03, eta: 3:59:57, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.6438, top5_acc: 0.8389, loss_cls: 1.5028, loss: 1.5028, grad_norm: 4.2081 2020-08-03 09:23:42,934 - mmaction - INFO - Epoch [242][380/940] lr: 3.379e-03, eta: 3:59:36, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.6459, top5_acc: 0.8318, loss_cls: 1.5074, loss: 1.5074, grad_norm: 4.1622 2020-08-03 09:24:03,142 - mmaction - INFO - Epoch [242][400/940] lr: 3.379e-03, eta: 3:59:15, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6525, top5_acc: 0.8451, loss_cls: 1.4556, loss: 1.4556, grad_norm: 4.0570 2020-08-03 09:24:23,606 - mmaction - INFO - Epoch [242][420/940] lr: 3.379e-03, eta: 3:58:54, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.6551, top5_acc: 0.8375, loss_cls: 1.4625, loss: 1.4625, grad_norm: 4.1557 2020-08-03 09:24:43,551 - mmaction - INFO - Epoch [242][440/940] lr: 3.379e-03, eta: 3:58:33, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.6318, top5_acc: 0.8287, loss_cls: 1.5354, loss: 1.5354, grad_norm: 4.2285 2020-08-03 09:25:03,658 - mmaction - INFO - Epoch [242][460/940] lr: 3.379e-03, eta: 3:58:12, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.6479, top5_acc: 0.8363, loss_cls: 1.5008, loss: 1.5008, grad_norm: 4.1637 2020-08-03 09:25:23,673 - mmaction - INFO - Epoch [242][480/940] lr: 3.379e-03, eta: 3:57:51, time: 1.001, data_time: 0.003, memory: 6199, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.5028, loss: 1.5028, grad_norm: 4.1444 2020-08-03 09:25:43,966 - mmaction - INFO - Epoch [242][500/940] lr: 3.379e-03, eta: 3:57:30, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.6533, top5_acc: 0.8395, loss_cls: 1.4872, loss: 1.4872, grad_norm: 4.1749 2020-08-03 09:26:03,667 - mmaction - INFO - Epoch [242][520/940] lr: 3.379e-03, eta: 3:57:09, time: 0.985, data_time: 0.009, memory: 6199, top1_acc: 0.6457, top5_acc: 0.8354, loss_cls: 1.4973, loss: 1.4973, grad_norm: 4.0696 2020-08-03 09:26:23,589 - mmaction - INFO - Epoch [242][540/940] lr: 3.379e-03, eta: 3:56:48, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.5220, loss: 1.5220, grad_norm: 4.1398 2020-08-03 09:26:43,774 - mmaction - INFO - Epoch [242][560/940] lr: 3.379e-03, eta: 3:56:27, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.6494, top5_acc: 0.8340, loss_cls: 1.4854, loss: 1.4854, grad_norm: 4.1589 2020-08-03 09:27:04,261 - mmaction - INFO - Epoch [242][580/940] lr: 3.379e-03, eta: 3:56:06, time: 1.026, data_time: 0.006, memory: 6199, top1_acc: 0.6527, top5_acc: 0.8338, loss_cls: 1.4709, loss: 1.4709, grad_norm: 4.1301 2020-08-03 09:27:24,262 - mmaction - INFO - Epoch [242][600/940] lr: 3.379e-03, eta: 3:55:45, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6514, top5_acc: 0.8410, loss_cls: 1.4652, loss: 1.4652, grad_norm: 4.1702 2020-08-03 09:27:44,442 - mmaction - INFO - Epoch [242][620/940] lr: 3.379e-03, eta: 3:55:24, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.6439, top5_acc: 0.8262, loss_cls: 1.5296, loss: 1.5296, grad_norm: 4.2143 2020-08-03 09:28:04,056 - mmaction - INFO - Epoch [242][640/940] lr: 3.379e-03, eta: 3:55:03, time: 0.978, data_time: 0.006, memory: 6199, top1_acc: 0.6412, top5_acc: 0.8387, loss_cls: 1.4899, loss: 1.4899, grad_norm: 4.1898 2020-08-03 09:28:23,889 - mmaction - INFO - Epoch [242][660/940] lr: 3.379e-03, eta: 3:54:42, time: 0.995, data_time: 0.007, memory: 6199, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4964, loss: 1.4964, grad_norm: 4.2038 2020-08-03 09:28:44,493 - mmaction - INFO - Epoch [242][680/940] lr: 3.379e-03, eta: 3:54:21, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.6344, top5_acc: 0.8326, loss_cls: 1.5333, loss: 1.5333, grad_norm: 4.2044 2020-08-03 09:29:05,059 - mmaction - INFO - Epoch [242][700/940] lr: 3.379e-03, eta: 3:54:00, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.6449, top5_acc: 0.8383, loss_cls: 1.4898, loss: 1.4898, grad_norm: 4.1199 2020-08-03 09:29:25,588 - mmaction - INFO - Epoch [242][720/940] lr: 3.379e-03, eta: 3:53:39, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8328, loss_cls: 1.5324, loss: 1.5324, grad_norm: 4.1612 2020-08-03 09:29:46,362 - mmaction - INFO - Epoch [242][740/940] lr: 3.379e-03, eta: 3:53:18, time: 1.040, data_time: 0.006, memory: 6199, top1_acc: 0.6393, top5_acc: 0.8297, loss_cls: 1.5242, loss: 1.5242, grad_norm: 4.1460 2020-08-03 09:30:06,072 - mmaction - INFO - Epoch [242][760/940] lr: 3.379e-03, eta: 3:52:57, time: 0.986, data_time: 0.006, memory: 6199, top1_acc: 0.6379, top5_acc: 0.8270, loss_cls: 1.5374, loss: 1.5374, grad_norm: 4.2338 2020-08-03 09:30:26,217 - mmaction - INFO - Epoch [242][780/940] lr: 3.379e-03, eta: 3:52:36, time: 1.007, data_time: 0.003, memory: 6199, top1_acc: 0.6459, top5_acc: 0.8252, loss_cls: 1.5096, loss: 1.5096, grad_norm: 4.0903 2020-08-03 09:30:48,416 - mmaction - INFO - Epoch [242][800/940] lr: 3.379e-03, eta: 3:52:15, time: 1.107, data_time: 0.007, memory: 6199, top1_acc: 0.6434, top5_acc: 0.8293, loss_cls: 1.5258, loss: 1.5258, grad_norm: 4.1566 2020-08-03 09:31:09,227 - mmaction - INFO - Epoch [242][820/940] lr: 3.379e-03, eta: 3:51:54, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.6324, top5_acc: 0.8270, loss_cls: 1.5321, loss: 1.5321, grad_norm: 4.1381 2020-08-03 09:31:30,781 - mmaction - INFO - Epoch [242][840/940] lr: 3.379e-03, eta: 3:51:33, time: 1.076, data_time: 0.007, memory: 6199, top1_acc: 0.6418, top5_acc: 0.8307, loss_cls: 1.5066, loss: 1.5066, grad_norm: 4.2096 2020-08-03 09:31:51,619 - mmaction - INFO - Epoch [242][860/940] lr: 3.379e-03, eta: 3:51:12, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.6336, top5_acc: 0.8268, loss_cls: 1.5487, loss: 1.5487, grad_norm: 4.2262 2020-08-03 09:32:11,975 - mmaction - INFO - Epoch [242][880/940] lr: 3.379e-03, eta: 3:50:51, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6375, top5_acc: 0.8217, loss_cls: 1.5501, loss: 1.5501, grad_norm: 4.2354 2020-08-03 09:32:31,866 - mmaction - INFO - Epoch [242][900/940] lr: 3.379e-03, eta: 3:50:30, time: 0.997, data_time: 0.008, memory: 6199, top1_acc: 0.6357, top5_acc: 0.8275, loss_cls: 1.5548, loss: 1.5548, grad_norm: 4.2211 2020-08-03 09:32:52,151 - mmaction - INFO - Epoch [242][920/940] lr: 3.379e-03, eta: 3:50:09, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.6430, top5_acc: 0.8295, loss_cls: 1.5109, loss: 1.5109, grad_norm: 4.1126 2020-08-03 09:33:11,095 - mmaction - INFO - Epoch [242][940/940] lr: 3.379e-03, eta: 3:49:48, time: 0.946, data_time: 0.003, memory: 6199, top1_acc: 0.6431, top5_acc: 0.8295, loss_cls: 1.5182, loss: 1.5182, grad_norm: 4.1516 2020-08-03 09:33:41,394 - mmaction - INFO - Epoch [243][20/940] lr: 2.944e-03, eta: 3:49:28, time: 1.495, data_time: 0.447, memory: 6199, top1_acc: 0.6469, top5_acc: 0.8363, loss_cls: 1.4924, loss: 1.4924, grad_norm: 4.1481 2020-08-03 09:34:01,847 - mmaction - INFO - Epoch [243][40/940] lr: 2.944e-03, eta: 3:49:07, time: 1.025, data_time: 0.012, memory: 6199, top1_acc: 0.6410, top5_acc: 0.8313, loss_cls: 1.5111, loss: 1.5111, grad_norm: 4.2003 2020-08-03 09:34:21,437 - mmaction - INFO - Epoch [243][60/940] lr: 2.944e-03, eta: 3:48:46, time: 0.982, data_time: 0.005, memory: 6199, top1_acc: 0.6418, top5_acc: 0.8338, loss_cls: 1.4809, loss: 1.4809, grad_norm: 4.1364 2020-08-03 09:34:41,628 - mmaction - INFO - Epoch [243][80/940] lr: 2.944e-03, eta: 3:48:25, time: 1.008, data_time: 0.004, memory: 6199, top1_acc: 0.6434, top5_acc: 0.8326, loss_cls: 1.5101, loss: 1.5101, grad_norm: 4.2094 2020-08-03 09:35:01,766 - mmaction - INFO - Epoch [243][100/940] lr: 2.944e-03, eta: 3:48:04, time: 1.007, data_time: 0.009, memory: 6199, top1_acc: 0.6410, top5_acc: 0.8309, loss_cls: 1.5084, loss: 1.5084, grad_norm: 4.2283 2020-08-03 09:35:22,726 - mmaction - INFO - Epoch [243][120/940] lr: 2.944e-03, eta: 3:47:43, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8277, loss_cls: 1.5368, loss: 1.5368, grad_norm: 4.1592 2020-08-03 09:35:43,009 - mmaction - INFO - Epoch [243][140/940] lr: 2.944e-03, eta: 3:47:22, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4952, loss: 1.4952, grad_norm: 4.0595 2020-08-03 09:36:04,158 - mmaction - INFO - Epoch [243][160/940] lr: 2.944e-03, eta: 3:47:01, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.6379, top5_acc: 0.8291, loss_cls: 1.5345, loss: 1.5345, grad_norm: 4.1528 2020-08-03 09:36:24,956 - mmaction - INFO - Epoch [243][180/940] lr: 2.944e-03, eta: 3:46:40, time: 1.040, data_time: 0.010, memory: 6199, top1_acc: 0.6521, top5_acc: 0.8412, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.1138 2020-08-03 09:36:45,581 - mmaction - INFO - Epoch [243][200/940] lr: 2.944e-03, eta: 3:46:19, time: 1.034, data_time: 0.007, memory: 6199, top1_acc: 0.6537, top5_acc: 0.8373, loss_cls: 1.4549, loss: 1.4549, grad_norm: 4.1085 2020-08-03 09:37:06,292 - mmaction - INFO - Epoch [243][220/940] lr: 2.944e-03, eta: 3:45:58, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.6465, top5_acc: 0.8400, loss_cls: 1.4995, loss: 1.4995, grad_norm: 4.1650 2020-08-03 09:37:27,570 - mmaction - INFO - Epoch [243][240/940] lr: 2.944e-03, eta: 3:45:37, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.6572, top5_acc: 0.8467, loss_cls: 1.4295, loss: 1.4295, grad_norm: 4.1014 2020-08-03 09:37:47,460 - mmaction - INFO - Epoch [243][260/940] lr: 2.944e-03, eta: 3:45:16, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.6502, top5_acc: 0.8371, loss_cls: 1.4692, loss: 1.4692, grad_norm: 4.2204 2020-08-03 09:38:08,185 - mmaction - INFO - Epoch [243][280/940] lr: 2.944e-03, eta: 3:44:55, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.6506, top5_acc: 0.8443, loss_cls: 1.4582, loss: 1.4582, grad_norm: 4.1783 2020-08-03 09:38:29,569 - mmaction - INFO - Epoch [243][300/940] lr: 2.944e-03, eta: 3:44:34, time: 1.072, data_time: 0.010, memory: 6199, top1_acc: 0.6453, top5_acc: 0.8371, loss_cls: 1.4790, loss: 1.4790, grad_norm: 4.1574 2020-08-03 09:38:50,435 - mmaction - INFO - Epoch [243][320/940] lr: 2.944e-03, eta: 3:44:13, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.6537, top5_acc: 0.8414, loss_cls: 1.4602, loss: 1.4602, grad_norm: 4.1242 2020-08-03 09:39:11,904 - mmaction - INFO - Epoch [243][340/940] lr: 2.944e-03, eta: 3:43:52, time: 1.074, data_time: 0.006, memory: 6199, top1_acc: 0.6379, top5_acc: 0.8295, loss_cls: 1.5121, loss: 1.5121, grad_norm: 4.2425 2020-08-03 09:39:33,230 - mmaction - INFO - Epoch [243][360/940] lr: 2.944e-03, eta: 3:43:31, time: 1.066, data_time: 0.008, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8338, loss_cls: 1.4615, loss: 1.4615, grad_norm: 4.1239 2020-08-03 09:39:53,306 - mmaction - INFO - Epoch [243][380/940] lr: 2.944e-03, eta: 3:43:10, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8377, loss_cls: 1.4671, loss: 1.4671, grad_norm: 4.1748 2020-08-03 09:40:13,794 - mmaction - INFO - Epoch [243][400/940] lr: 2.944e-03, eta: 3:42:49, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8328, loss_cls: 1.5028, loss: 1.5028, grad_norm: 4.2514 2020-08-03 09:40:33,970 - mmaction - INFO - Epoch [243][420/940] lr: 2.944e-03, eta: 3:42:28, time: 1.009, data_time: 0.009, memory: 6199, top1_acc: 0.6461, top5_acc: 0.8307, loss_cls: 1.5125, loss: 1.5125, grad_norm: 4.2099 2020-08-03 09:40:54,804 - mmaction - INFO - Epoch [243][440/940] lr: 2.944e-03, eta: 3:42:07, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.6473, top5_acc: 0.8348, loss_cls: 1.4916, loss: 1.4916, grad_norm: 4.2283 2020-08-03 09:41:14,740 - mmaction - INFO - Epoch [243][460/940] lr: 2.944e-03, eta: 3:41:46, time: 0.992, data_time: 0.006, memory: 6199, top1_acc: 0.6482, top5_acc: 0.8346, loss_cls: 1.4934, loss: 1.4934, grad_norm: 4.2323 2020-08-03 09:41:35,555 - mmaction - INFO - Epoch [243][480/940] lr: 2.944e-03, eta: 3:41:25, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.6430, top5_acc: 0.8361, loss_cls: 1.4914, loss: 1.4914, grad_norm: 4.2561 2020-08-03 09:41:56,411 - mmaction - INFO - Epoch [243][500/940] lr: 2.944e-03, eta: 3:41:04, time: 1.041, data_time: 0.002, memory: 6199, top1_acc: 0.6539, top5_acc: 0.8418, loss_cls: 1.4670, loss: 1.4670, grad_norm: 4.1454 2020-08-03 09:42:17,187 - mmaction - INFO - Epoch [243][520/940] lr: 2.944e-03, eta: 3:40:43, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.6568, top5_acc: 0.8432, loss_cls: 1.4539, loss: 1.4539, grad_norm: 4.1963 2020-08-03 09:42:37,532 - mmaction - INFO - Epoch [243][540/940] lr: 2.944e-03, eta: 3:40:22, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.6555, top5_acc: 0.8365, loss_cls: 1.4793, loss: 1.4793, grad_norm: 4.2321 2020-08-03 09:42:57,764 - mmaction - INFO - Epoch [243][560/940] lr: 2.944e-03, eta: 3:40:01, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.6482, top5_acc: 0.8365, loss_cls: 1.4879, loss: 1.4879, grad_norm: 4.1893 2020-08-03 09:43:17,710 - mmaction - INFO - Epoch [243][580/940] lr: 2.944e-03, eta: 3:39:40, time: 1.001, data_time: 0.009, memory: 6199, top1_acc: 0.6348, top5_acc: 0.8299, loss_cls: 1.5395, loss: 1.5395, grad_norm: 4.2817 2020-08-03 09:43:37,737 - mmaction - INFO - Epoch [243][600/940] lr: 2.944e-03, eta: 3:39:19, time: 1.000, data_time: 0.009, memory: 6199, top1_acc: 0.6406, top5_acc: 0.8279, loss_cls: 1.5299, loss: 1.5299, grad_norm: 4.2079 2020-08-03 09:43:57,653 - mmaction - INFO - Epoch [243][620/940] lr: 2.944e-03, eta: 3:38:58, time: 0.995, data_time: 0.010, memory: 6199, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4928, loss: 1.4928, grad_norm: 4.2267 2020-08-03 09:44:17,839 - mmaction - INFO - Epoch [243][640/940] lr: 2.944e-03, eta: 3:38:37, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.6449, top5_acc: 0.8371, loss_cls: 1.4864, loss: 1.4864, grad_norm: 4.2789 2020-08-03 09:44:38,081 - mmaction - INFO - Epoch [243][660/940] lr: 2.944e-03, eta: 3:38:16, time: 1.013, data_time: 0.005, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8391, loss_cls: 1.4662, loss: 1.4662, grad_norm: 4.2282 2020-08-03 09:44:58,645 - mmaction - INFO - Epoch [243][680/940] lr: 2.944e-03, eta: 3:37:55, time: 1.027, data_time: 0.017, memory: 6199, top1_acc: 0.6408, top5_acc: 0.8344, loss_cls: 1.4882, loss: 1.4882, grad_norm: 4.2107 2020-08-03 09:45:18,608 - mmaction - INFO - Epoch [243][700/940] lr: 2.944e-03, eta: 3:37:34, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.6520, top5_acc: 0.8338, loss_cls: 1.4833, loss: 1.4833, grad_norm: 4.2305 2020-08-03 09:45:38,665 - mmaction - INFO - Epoch [243][720/940] lr: 2.944e-03, eta: 3:37:13, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.6498, top5_acc: 0.8324, loss_cls: 1.4931, loss: 1.4931, grad_norm: 4.2083 2020-08-03 09:45:58,576 - mmaction - INFO - Epoch [243][740/940] lr: 2.944e-03, eta: 3:36:52, time: 0.994, data_time: 0.002, memory: 6199, top1_acc: 0.6459, top5_acc: 0.8354, loss_cls: 1.4837, loss: 1.4837, grad_norm: 4.2040 2020-08-03 09:46:19,192 - mmaction - INFO - Epoch [243][760/940] lr: 2.944e-03, eta: 3:36:31, time: 1.031, data_time: 0.008, memory: 6199, top1_acc: 0.6453, top5_acc: 0.8400, loss_cls: 1.4687, loss: 1.4687, grad_norm: 4.1791 2020-08-03 09:46:39,139 - mmaction - INFO - Epoch [243][780/940] lr: 2.944e-03, eta: 3:36:10, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.6529, top5_acc: 0.8357, loss_cls: 1.4853, loss: 1.4853, grad_norm: 4.2182 2020-08-03 09:46:59,149 - mmaction - INFO - Epoch [243][800/940] lr: 2.944e-03, eta: 3:35:49, time: 1.000, data_time: 0.007, memory: 6199, top1_acc: 0.6510, top5_acc: 0.8420, loss_cls: 1.4719, loss: 1.4719, grad_norm: 4.2004 2020-08-03 09:47:18,993 - mmaction - INFO - Epoch [243][820/940] lr: 2.944e-03, eta: 3:35:28, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.6529, top5_acc: 0.8346, loss_cls: 1.4732, loss: 1.4732, grad_norm: 4.1759 2020-08-03 09:47:38,832 - mmaction - INFO - Epoch [243][840/940] lr: 2.944e-03, eta: 3:35:07, time: 0.991, data_time: 0.005, memory: 6199, top1_acc: 0.6543, top5_acc: 0.8451, loss_cls: 1.4478, loss: 1.4478, grad_norm: 4.2185 2020-08-03 09:47:58,814 - mmaction - INFO - Epoch [243][860/940] lr: 2.944e-03, eta: 3:34:46, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.6469, top5_acc: 0.8348, loss_cls: 1.4971, loss: 1.4971, grad_norm: 4.1731 2020-08-03 09:48:18,701 - mmaction - INFO - Epoch [243][880/940] lr: 2.944e-03, eta: 3:34:25, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.6424, top5_acc: 0.8313, loss_cls: 1.5127, loss: 1.5127, grad_norm: 4.2619 2020-08-03 09:48:38,825 - mmaction - INFO - Epoch [243][900/940] lr: 2.944e-03, eta: 3:34:04, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.6516, top5_acc: 0.8371, loss_cls: 1.4719, loss: 1.4719, grad_norm: 4.1746 2020-08-03 09:48:59,685 - mmaction - INFO - Epoch [243][920/940] lr: 2.944e-03, eta: 3:33:43, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.6492, top5_acc: 0.8412, loss_cls: 1.4593, loss: 1.4593, grad_norm: 4.2310 2020-08-03 09:49:18,971 - mmaction - INFO - Epoch [243][940/940] lr: 2.944e-03, eta: 3:33:22, time: 0.966, data_time: 0.008, memory: 6199, top1_acc: 0.6502, top5_acc: 0.8362, loss_cls: 1.4962, loss: 1.4962, grad_norm: 4.3301 2020-08-03 09:49:49,829 - mmaction - INFO - Epoch [244][20/940] lr: 2.540e-03, eta: 3:33:02, time: 1.529, data_time: 0.445, memory: 6199, top1_acc: 0.6561, top5_acc: 0.8420, loss_cls: 1.4642, loss: 1.4642, grad_norm: 4.1756 2020-08-03 09:50:10,324 - mmaction - INFO - Epoch [244][40/940] lr: 2.540e-03, eta: 3:32:41, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.6494, top5_acc: 0.8398, loss_cls: 1.4744, loss: 1.4744, grad_norm: 4.1719 2020-08-03 09:50:30,042 - mmaction - INFO - Epoch [244][60/940] lr: 2.540e-03, eta: 3:32:20, time: 0.985, data_time: 0.003, memory: 6199, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.5050, loss: 1.5050, grad_norm: 4.2403 2020-08-03 09:50:50,056 - mmaction - INFO - Epoch [244][80/940] lr: 2.540e-03, eta: 3:31:59, time: 1.000, data_time: 0.006, memory: 6199, top1_acc: 0.6533, top5_acc: 0.8461, loss_cls: 1.4420, loss: 1.4420, grad_norm: 4.2348 2020-08-03 09:51:10,035 - mmaction - INFO - Epoch [244][100/940] lr: 2.540e-03, eta: 3:31:38, time: 0.997, data_time: 0.011, memory: 6199, top1_acc: 0.6561, top5_acc: 0.8426, loss_cls: 1.4427, loss: 1.4427, grad_norm: 4.1997 2020-08-03 09:51:29,865 - mmaction - INFO - Epoch [244][120/940] lr: 2.540e-03, eta: 3:31:17, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.6428, top5_acc: 0.8332, loss_cls: 1.5031, loss: 1.5031, grad_norm: 4.2946 2020-08-03 09:51:49,818 - mmaction - INFO - Epoch [244][140/940] lr: 2.540e-03, eta: 3:30:56, time: 0.998, data_time: 0.003, memory: 6199, top1_acc: 0.6480, top5_acc: 0.8328, loss_cls: 1.4888, loss: 1.4888, grad_norm: 4.2277 2020-08-03 09:52:09,353 - mmaction - INFO - Epoch [244][160/940] lr: 2.540e-03, eta: 3:30:35, time: 0.974, data_time: 0.006, memory: 6199, top1_acc: 0.6480, top5_acc: 0.8320, loss_cls: 1.4900, loss: 1.4900, grad_norm: 4.2226 2020-08-03 09:52:29,450 - mmaction - INFO - Epoch [244][180/940] lr: 2.540e-03, eta: 3:30:14, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.6541, top5_acc: 0.8467, loss_cls: 1.4609, loss: 1.4609, grad_norm: 4.1750 2020-08-03 09:52:49,818 - mmaction - INFO - Epoch [244][200/940] lr: 2.540e-03, eta: 3:29:53, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8389, loss_cls: 1.4465, loss: 1.4465, grad_norm: 4.2405 2020-08-03 09:53:09,729 - mmaction - INFO - Epoch [244][220/940] lr: 2.540e-03, eta: 3:29:32, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6543, top5_acc: 0.8311, loss_cls: 1.4849, loss: 1.4849, grad_norm: 4.2768 2020-08-03 09:53:29,573 - mmaction - INFO - Epoch [244][240/940] lr: 2.540e-03, eta: 3:29:11, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8381, loss_cls: 1.4686, loss: 1.4686, grad_norm: 4.1646 2020-08-03 09:53:49,446 - mmaction - INFO - Epoch [244][260/940] lr: 2.540e-03, eta: 3:28:50, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.6537, top5_acc: 0.8402, loss_cls: 1.4583, loss: 1.4583, grad_norm: 4.2217 2020-08-03 09:54:09,529 - mmaction - INFO - Epoch [244][280/940] lr: 2.540e-03, eta: 3:28:29, time: 1.005, data_time: 0.008, memory: 6199, top1_acc: 0.6422, top5_acc: 0.8322, loss_cls: 1.5231, loss: 1.5231, grad_norm: 4.3164 2020-08-03 09:54:29,535 - mmaction - INFO - Epoch [244][300/940] lr: 2.540e-03, eta: 3:28:08, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.6555, top5_acc: 0.8355, loss_cls: 1.4696, loss: 1.4696, grad_norm: 4.1717 2020-08-03 09:54:49,326 - mmaction - INFO - Epoch [244][320/940] lr: 2.540e-03, eta: 3:27:47, time: 0.989, data_time: 0.005, memory: 6199, top1_acc: 0.6555, top5_acc: 0.8316, loss_cls: 1.4750, loss: 1.4750, grad_norm: 4.2340 2020-08-03 09:55:09,635 - mmaction - INFO - Epoch [244][340/940] lr: 2.540e-03, eta: 3:27:26, time: 1.014, data_time: 0.002, memory: 6199, top1_acc: 0.6402, top5_acc: 0.8332, loss_cls: 1.5111, loss: 1.5111, grad_norm: 4.3821 2020-08-03 09:55:30,238 - mmaction - INFO - Epoch [244][360/940] lr: 2.540e-03, eta: 3:27:05, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.6484, top5_acc: 0.8316, loss_cls: 1.4862, loss: 1.4862, grad_norm: 4.2474 2020-08-03 09:55:51,056 - mmaction - INFO - Epoch [244][380/940] lr: 2.540e-03, eta: 3:26:44, time: 1.038, data_time: 0.006, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8443, loss_cls: 1.4502, loss: 1.4502, grad_norm: 4.1778 2020-08-03 09:56:10,773 - mmaction - INFO - Epoch [244][400/940] lr: 2.540e-03, eta: 3:26:23, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.6486, top5_acc: 0.8467, loss_cls: 1.4642, loss: 1.4642, grad_norm: 4.3266 2020-08-03 09:56:30,836 - mmaction - INFO - Epoch [244][420/940] lr: 2.540e-03, eta: 3:26:02, time: 1.005, data_time: 0.006, memory: 6199, top1_acc: 0.6518, top5_acc: 0.8396, loss_cls: 1.4385, loss: 1.4385, grad_norm: 4.2060 2020-08-03 09:56:50,621 - mmaction - INFO - Epoch [244][440/940] lr: 2.540e-03, eta: 3:25:41, time: 0.988, data_time: 0.004, memory: 6199, top1_acc: 0.6467, top5_acc: 0.8328, loss_cls: 1.4841, loss: 1.4841, grad_norm: 4.2168 2020-08-03 09:57:10,904 - mmaction - INFO - Epoch [244][460/940] lr: 2.540e-03, eta: 3:25:20, time: 1.011, data_time: 0.006, memory: 6199, top1_acc: 0.6484, top5_acc: 0.8350, loss_cls: 1.5135, loss: 1.5135, grad_norm: 4.2955 2020-08-03 09:57:30,981 - mmaction - INFO - Epoch [244][480/940] lr: 2.540e-03, eta: 3:24:59, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.6594, top5_acc: 0.8436, loss_cls: 1.4465, loss: 1.4465, grad_norm: 4.1941 2020-08-03 09:57:51,059 - mmaction - INFO - Epoch [244][500/940] lr: 2.540e-03, eta: 3:24:38, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.6506, top5_acc: 0.8398, loss_cls: 1.4639, loss: 1.4639, grad_norm: 4.2730 2020-08-03 09:58:10,945 - mmaction - INFO - Epoch [244][520/940] lr: 2.540e-03, eta: 3:24:17, time: 0.994, data_time: 0.003, memory: 6199, top1_acc: 0.6463, top5_acc: 0.8418, loss_cls: 1.4869, loss: 1.4869, grad_norm: 4.2975 2020-08-03 09:58:30,999 - mmaction - INFO - Epoch [244][540/940] lr: 2.540e-03, eta: 3:23:56, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.6557, top5_acc: 0.8365, loss_cls: 1.4666, loss: 1.4666, grad_norm: 4.2657 2020-08-03 09:58:51,049 - mmaction - INFO - Epoch [244][560/940] lr: 2.540e-03, eta: 3:23:35, time: 1.008, data_time: 0.007, memory: 6199, top1_acc: 0.6492, top5_acc: 0.8355, loss_cls: 1.4767, loss: 1.4767, grad_norm: 4.3105 2020-08-03 09:59:11,191 - mmaction - INFO - Epoch [244][580/940] lr: 2.540e-03, eta: 3:23:14, time: 1.003, data_time: 0.005, memory: 6199, top1_acc: 0.6527, top5_acc: 0.8406, loss_cls: 1.4577, loss: 1.4577, grad_norm: 4.2649 2020-08-03 09:59:31,779 - mmaction - INFO - Epoch [244][600/940] lr: 2.540e-03, eta: 3:22:53, time: 1.034, data_time: 0.008, memory: 6199, top1_acc: 0.6428, top5_acc: 0.8385, loss_cls: 1.4842, loss: 1.4842, grad_norm: 4.2812 2020-08-03 09:59:51,727 - mmaction - INFO - Epoch [244][620/940] lr: 2.540e-03, eta: 3:22:32, time: 0.996, data_time: 0.007, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8422, loss_cls: 1.4438, loss: 1.4438, grad_norm: 4.2460 2020-08-03 10:00:15,212 - mmaction - INFO - Epoch [244][640/940] lr: 2.540e-03, eta: 3:22:11, time: 1.168, data_time: 0.004, memory: 6199, top1_acc: 0.6465, top5_acc: 0.8381, loss_cls: 1.4801, loss: 1.4801, grad_norm: 4.3087 2020-08-03 10:00:35,395 - mmaction - INFO - Epoch [244][660/940] lr: 2.540e-03, eta: 3:21:50, time: 1.015, data_time: 0.024, memory: 6199, top1_acc: 0.6482, top5_acc: 0.8344, loss_cls: 1.5017, loss: 1.5017, grad_norm: 4.3922 2020-08-03 10:00:55,468 - mmaction - INFO - Epoch [244][680/940] lr: 2.540e-03, eta: 3:21:29, time: 1.000, data_time: 0.010, memory: 6199, top1_acc: 0.6576, top5_acc: 0.8391, loss_cls: 1.4667, loss: 1.4667, grad_norm: 4.2482 2020-08-03 10:01:15,445 - mmaction - INFO - Epoch [244][700/940] lr: 2.540e-03, eta: 3:21:08, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.6482, top5_acc: 0.8367, loss_cls: 1.4796, loss: 1.4796, grad_norm: 4.2045 2020-08-03 10:01:35,594 - mmaction - INFO - Epoch [244][720/940] lr: 2.540e-03, eta: 3:20:47, time: 1.008, data_time: 0.009, memory: 6199, top1_acc: 0.6443, top5_acc: 0.8367, loss_cls: 1.4730, loss: 1.4730, grad_norm: 4.2774 2020-08-03 10:01:55,498 - mmaction - INFO - Epoch [244][740/940] lr: 2.540e-03, eta: 3:20:26, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.6508, top5_acc: 0.8400, loss_cls: 1.4612, loss: 1.4612, grad_norm: 4.2545 2020-08-03 10:02:15,473 - mmaction - INFO - Epoch [244][760/940] lr: 2.540e-03, eta: 3:20:05, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.6551, top5_acc: 0.8391, loss_cls: 1.4712, loss: 1.4712, grad_norm: 4.3222 2020-08-03 10:02:35,906 - mmaction - INFO - Epoch [244][780/940] lr: 2.540e-03, eta: 3:19:44, time: 1.021, data_time: 0.006, memory: 6199, top1_acc: 0.6574, top5_acc: 0.8473, loss_cls: 1.4210, loss: 1.4210, grad_norm: 4.2693 2020-08-03 10:02:55,761 - mmaction - INFO - Epoch [244][800/940] lr: 2.540e-03, eta: 3:19:23, time: 0.995, data_time: 0.010, memory: 6199, top1_acc: 0.6473, top5_acc: 0.8316, loss_cls: 1.4923, loss: 1.4923, grad_norm: 4.3163 2020-08-03 10:03:15,586 - mmaction - INFO - Epoch [244][820/940] lr: 2.540e-03, eta: 3:19:02, time: 0.991, data_time: 0.003, memory: 6199, top1_acc: 0.6531, top5_acc: 0.8439, loss_cls: 1.4613, loss: 1.4613, grad_norm: 4.2502 2020-08-03 10:03:35,512 - mmaction - INFO - Epoch [244][840/940] lr: 2.540e-03, eta: 3:18:41, time: 0.995, data_time: 0.006, memory: 6199, top1_acc: 0.6436, top5_acc: 0.8383, loss_cls: 1.4665, loss: 1.4665, grad_norm: 4.2770 2020-08-03 10:03:56,230 - mmaction - INFO - Epoch [244][860/940] lr: 2.540e-03, eta: 3:18:20, time: 1.035, data_time: 0.009, memory: 6199, top1_acc: 0.6564, top5_acc: 0.8402, loss_cls: 1.4671, loss: 1.4671, grad_norm: 4.2506 2020-08-03 10:04:16,700 - mmaction - INFO - Epoch [244][880/940] lr: 2.540e-03, eta: 3:17:59, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.6557, top5_acc: 0.8391, loss_cls: 1.4533, loss: 1.4533, grad_norm: 4.2302 2020-08-03 10:04:37,403 - mmaction - INFO - Epoch [244][900/940] lr: 2.540e-03, eta: 3:17:38, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.6572, top5_acc: 0.8422, loss_cls: 1.4336, loss: 1.4336, grad_norm: 4.2100 2020-08-03 10:04:58,489 - mmaction - INFO - Epoch [244][920/940] lr: 2.540e-03, eta: 3:17:17, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.6492, top5_acc: 0.8342, loss_cls: 1.4602, loss: 1.4602, grad_norm: 4.2507 2020-08-03 10:05:18,496 - mmaction - INFO - Epoch [244][940/940] lr: 2.540e-03, eta: 3:16:56, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6473, top5_acc: 0.8352, loss_cls: 1.5040, loss: 1.5040, grad_norm: 4.3529 2020-08-03 10:05:18,882 - mmaction - INFO - Saving checkpoint at 244 epochs 2020-08-03 10:05:50,994 - mmaction - INFO - Epoch [245][20/940] lr: 2.165e-03, eta: 3:16:36, time: 1.532, data_time: 0.506, memory: 6199, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4752, loss: 1.4752, grad_norm: 4.2566 2020-08-03 10:06:10,859 - mmaction - INFO - Epoch [245][40/940] lr: 2.165e-03, eta: 3:16:15, time: 0.993, data_time: 0.003, memory: 6199, top1_acc: 0.6547, top5_acc: 0.8436, loss_cls: 1.4551, loss: 1.4551, grad_norm: 4.2021 2020-08-03 10:06:31,897 - mmaction - INFO - Epoch [245][60/940] lr: 2.165e-03, eta: 3:15:54, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.6586, top5_acc: 0.8363, loss_cls: 1.4634, loss: 1.4634, grad_norm: 4.2566 2020-08-03 10:06:52,528 - mmaction - INFO - Epoch [245][80/940] lr: 2.165e-03, eta: 3:15:33, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.6539, top5_acc: 0.8395, loss_cls: 1.4679, loss: 1.4679, grad_norm: 4.2466 2020-08-03 10:07:13,689 - mmaction - INFO - Epoch [245][100/940] lr: 2.165e-03, eta: 3:15:12, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.6604, top5_acc: 0.8416, loss_cls: 1.4378, loss: 1.4378, grad_norm: 4.1966 2020-08-03 10:07:34,284 - mmaction - INFO - Epoch [245][120/940] lr: 2.165e-03, eta: 3:14:51, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8455, loss_cls: 1.4196, loss: 1.4196, grad_norm: 4.2060 2020-08-03 10:07:54,304 - mmaction - INFO - Epoch [245][140/940] lr: 2.165e-03, eta: 3:14:30, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6645, top5_acc: 0.8381, loss_cls: 1.4329, loss: 1.4329, grad_norm: 4.2464 2020-08-03 10:08:15,346 - mmaction - INFO - Epoch [245][160/940] lr: 2.165e-03, eta: 3:14:09, time: 1.051, data_time: 0.003, memory: 6199, top1_acc: 0.6588, top5_acc: 0.8488, loss_cls: 1.4156, loss: 1.4156, grad_norm: 4.2004 2020-08-03 10:08:36,099 - mmaction - INFO - Epoch [245][180/940] lr: 2.165e-03, eta: 3:13:48, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.6582, top5_acc: 0.8434, loss_cls: 1.4461, loss: 1.4461, grad_norm: 4.2748 2020-08-03 10:08:55,976 - mmaction - INFO - Epoch [245][200/940] lr: 2.165e-03, eta: 3:13:27, time: 0.996, data_time: 0.008, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8354, loss_cls: 1.4650, loss: 1.4650, grad_norm: 4.2516 2020-08-03 10:09:17,765 - mmaction - INFO - Epoch [245][220/940] lr: 2.165e-03, eta: 3:13:06, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.6576, top5_acc: 0.8469, loss_cls: 1.4360, loss: 1.4360, grad_norm: 4.1965 2020-08-03 10:09:39,071 - mmaction - INFO - Epoch [245][240/940] lr: 2.165e-03, eta: 3:12:45, time: 1.067, data_time: 0.006, memory: 6199, top1_acc: 0.6506, top5_acc: 0.8443, loss_cls: 1.4538, loss: 1.4538, grad_norm: 4.2727 2020-08-03 10:09:59,762 - mmaction - INFO - Epoch [245][260/940] lr: 2.165e-03, eta: 3:12:24, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.6465, top5_acc: 0.8420, loss_cls: 1.4521, loss: 1.4521, grad_norm: 4.2866 2020-08-03 10:10:20,917 - mmaction - INFO - Epoch [245][280/940] lr: 2.165e-03, eta: 3:12:03, time: 1.060, data_time: 0.008, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8445, loss_cls: 1.4274, loss: 1.4274, grad_norm: 4.2409 2020-08-03 10:10:40,948 - mmaction - INFO - Epoch [245][300/940] lr: 2.165e-03, eta: 3:11:42, time: 1.000, data_time: 0.008, memory: 6199, top1_acc: 0.6457, top5_acc: 0.8301, loss_cls: 1.5080, loss: 1.5080, grad_norm: 4.3344 2020-08-03 10:11:01,510 - mmaction - INFO - Epoch [245][320/940] lr: 2.165e-03, eta: 3:11:21, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8467, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.2410 2020-08-03 10:11:22,299 - mmaction - INFO - Epoch [245][340/940] lr: 2.165e-03, eta: 3:11:00, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.6596, top5_acc: 0.8404, loss_cls: 1.4495, loss: 1.4495, grad_norm: 4.2352 2020-08-03 10:11:42,929 - mmaction - INFO - Epoch [245][360/940] lr: 2.165e-03, eta: 3:10:39, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.6414, top5_acc: 0.8236, loss_cls: 1.5255, loss: 1.5255, grad_norm: 4.3839 2020-08-03 10:12:02,580 - mmaction - INFO - Epoch [245][380/940] lr: 2.165e-03, eta: 3:10:18, time: 0.982, data_time: 0.004, memory: 6199, top1_acc: 0.6490, top5_acc: 0.8316, loss_cls: 1.4822, loss: 1.4822, grad_norm: 4.2635 2020-08-03 10:12:22,930 - mmaction - INFO - Epoch [245][400/940] lr: 2.165e-03, eta: 3:09:57, time: 1.017, data_time: 0.007, memory: 6199, top1_acc: 0.6514, top5_acc: 0.8338, loss_cls: 1.4443, loss: 1.4443, grad_norm: 4.2277 2020-08-03 10:12:43,788 - mmaction - INFO - Epoch [245][420/940] lr: 2.165e-03, eta: 3:09:37, time: 1.044, data_time: 0.006, memory: 6199, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4612, loss: 1.4612, grad_norm: 4.2908 2020-08-03 10:13:04,792 - mmaction - INFO - Epoch [245][440/940] lr: 2.165e-03, eta: 3:09:16, time: 1.047, data_time: 0.006, memory: 6199, top1_acc: 0.6561, top5_acc: 0.8404, loss_cls: 1.4676, loss: 1.4676, grad_norm: 4.2715 2020-08-03 10:13:26,195 - mmaction - INFO - Epoch [245][460/940] lr: 2.165e-03, eta: 3:08:55, time: 1.070, data_time: 0.007, memory: 6199, top1_acc: 0.6494, top5_acc: 0.8316, loss_cls: 1.4787, loss: 1.4787, grad_norm: 4.3507 2020-08-03 10:13:47,175 - mmaction - INFO - Epoch [245][480/940] lr: 2.165e-03, eta: 3:08:34, time: 1.047, data_time: 0.011, memory: 6199, top1_acc: 0.6553, top5_acc: 0.8410, loss_cls: 1.4538, loss: 1.4538, grad_norm: 4.3056 2020-08-03 10:14:07,161 - mmaction - INFO - Epoch [245][500/940] lr: 2.165e-03, eta: 3:08:13, time: 1.004, data_time: 0.008, memory: 6199, top1_acc: 0.6512, top5_acc: 0.8316, loss_cls: 1.4945, loss: 1.4945, grad_norm: 4.2089 2020-08-03 10:14:27,880 - mmaction - INFO - Epoch [245][520/940] lr: 2.165e-03, eta: 3:07:52, time: 1.034, data_time: 0.006, memory: 6199, top1_acc: 0.6531, top5_acc: 0.8346, loss_cls: 1.4764, loss: 1.4764, grad_norm: 4.2466 2020-08-03 10:14:48,734 - mmaction - INFO - Epoch [245][540/940] lr: 2.165e-03, eta: 3:07:31, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8402, loss_cls: 1.4595, loss: 1.4595, grad_norm: 4.2231 2020-08-03 10:15:09,868 - mmaction - INFO - Epoch [245][560/940] lr: 2.165e-03, eta: 3:07:10, time: 1.057, data_time: 0.010, memory: 6199, top1_acc: 0.6568, top5_acc: 0.8398, loss_cls: 1.4452, loss: 1.4452, grad_norm: 4.2060 2020-08-03 10:15:31,206 - mmaction - INFO - Epoch [245][580/940] lr: 2.165e-03, eta: 3:06:49, time: 1.066, data_time: 0.004, memory: 6199, top1_acc: 0.6438, top5_acc: 0.8395, loss_cls: 1.4936, loss: 1.4936, grad_norm: 4.3452 2020-08-03 10:15:51,791 - mmaction - INFO - Epoch [245][600/940] lr: 2.165e-03, eta: 3:06:28, time: 1.029, data_time: 0.009, memory: 6199, top1_acc: 0.6484, top5_acc: 0.8340, loss_cls: 1.5049, loss: 1.5049, grad_norm: 4.3759 2020-08-03 10:16:13,610 - mmaction - INFO - Epoch [245][620/940] lr: 2.165e-03, eta: 3:06:07, time: 1.093, data_time: 0.007, memory: 6199, top1_acc: 0.6523, top5_acc: 0.8389, loss_cls: 1.4870, loss: 1.4870, grad_norm: 4.3032 2020-08-03 10:16:34,689 - mmaction - INFO - Epoch [245][640/940] lr: 2.165e-03, eta: 3:05:46, time: 1.055, data_time: 0.007, memory: 6199, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4549, loss: 1.4549, grad_norm: 4.2598 2020-08-03 10:16:54,600 - mmaction - INFO - Epoch [245][660/940] lr: 2.165e-03, eta: 3:05:25, time: 0.992, data_time: 0.007, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8389, loss_cls: 1.4463, loss: 1.4463, grad_norm: 4.2578 2020-08-03 10:17:14,866 - mmaction - INFO - Epoch [245][680/940] lr: 2.165e-03, eta: 3:05:04, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6494, top5_acc: 0.8389, loss_cls: 1.4750, loss: 1.4750, grad_norm: 4.3079 2020-08-03 10:17:36,137 - mmaction - INFO - Epoch [245][700/940] lr: 2.165e-03, eta: 3:04:43, time: 1.065, data_time: 0.009, memory: 6199, top1_acc: 0.6576, top5_acc: 0.8408, loss_cls: 1.4461, loss: 1.4461, grad_norm: 4.2416 2020-08-03 10:17:57,447 - mmaction - INFO - Epoch [245][720/940] lr: 2.165e-03, eta: 3:04:22, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8391, loss_cls: 1.4334, loss: 1.4334, grad_norm: 4.2677 2020-08-03 10:18:17,664 - mmaction - INFO - Epoch [245][740/940] lr: 2.165e-03, eta: 3:04:01, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.6564, top5_acc: 0.8422, loss_cls: 1.4502, loss: 1.4502, grad_norm: 4.3079 2020-08-03 10:18:38,461 - mmaction - INFO - Epoch [245][760/940] lr: 2.165e-03, eta: 3:03:40, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.6516, top5_acc: 0.8340, loss_cls: 1.4636, loss: 1.4636, grad_norm: 4.3168 2020-08-03 10:18:59,661 - mmaction - INFO - Epoch [245][780/940] lr: 2.165e-03, eta: 3:03:19, time: 1.062, data_time: 0.007, memory: 6199, top1_acc: 0.6545, top5_acc: 0.8385, loss_cls: 1.4585, loss: 1.4585, grad_norm: 4.2523 2020-08-03 10:19:20,443 - mmaction - INFO - Epoch [245][800/940] lr: 2.165e-03, eta: 3:02:58, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.6557, top5_acc: 0.8441, loss_cls: 1.4562, loss: 1.4562, grad_norm: 4.2564 2020-08-03 10:19:41,130 - mmaction - INFO - Epoch [245][820/940] lr: 2.165e-03, eta: 3:02:37, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.6525, top5_acc: 0.8387, loss_cls: 1.4657, loss: 1.4657, grad_norm: 4.2591 2020-08-03 10:20:02,143 - mmaction - INFO - Epoch [245][840/940] lr: 2.165e-03, eta: 3:02:16, time: 1.048, data_time: 0.004, memory: 6199, top1_acc: 0.6523, top5_acc: 0.8371, loss_cls: 1.4688, loss: 1.4688, grad_norm: 4.2962 2020-08-03 10:20:23,055 - mmaction - INFO - Epoch [245][860/940] lr: 2.165e-03, eta: 3:01:55, time: 1.045, data_time: 0.009, memory: 6199, top1_acc: 0.6490, top5_acc: 0.8352, loss_cls: 1.4939, loss: 1.4939, grad_norm: 4.4103 2020-08-03 10:20:43,834 - mmaction - INFO - Epoch [245][880/940] lr: 2.165e-03, eta: 3:01:35, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.6486, top5_acc: 0.8342, loss_cls: 1.4929, loss: 1.4929, grad_norm: 4.3086 2020-08-03 10:21:04,339 - mmaction - INFO - Epoch [245][900/940] lr: 2.165e-03, eta: 3:01:14, time: 1.024, data_time: 0.005, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8410, loss_cls: 1.4230, loss: 1.4230, grad_norm: 4.1661 2020-08-03 10:21:24,412 - mmaction - INFO - Epoch [245][920/940] lr: 2.165e-03, eta: 3:00:53, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.6541, top5_acc: 0.8410, loss_cls: 1.4635, loss: 1.4635, grad_norm: 4.2691 2020-08-03 10:21:44,047 - mmaction - INFO - Epoch [245][940/940] lr: 2.165e-03, eta: 3:00:32, time: 0.979, data_time: 0.007, memory: 6199, top1_acc: 0.6579, top5_acc: 0.8452, loss_cls: 1.4426, loss: 1.4426, grad_norm: 4.2839 2020-08-03 10:22:14,504 - mmaction - INFO - Epoch [246][20/940] lr: 1.819e-03, eta: 3:00:11, time: 1.504, data_time: 0.428, memory: 6199, top1_acc: 0.6553, top5_acc: 0.8385, loss_cls: 1.4500, loss: 1.4500, grad_norm: 4.2947 2020-08-03 10:22:34,867 - mmaction - INFO - Epoch [246][40/940] lr: 1.819e-03, eta: 2:59:50, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.6477, top5_acc: 0.8389, loss_cls: 1.4689, loss: 1.4689, grad_norm: 4.2731 2020-08-03 10:22:56,457 - mmaction - INFO - Epoch [246][60/940] lr: 1.819e-03, eta: 2:59:29, time: 1.078, data_time: 0.005, memory: 6199, top1_acc: 0.6656, top5_acc: 0.8441, loss_cls: 1.4255, loss: 1.4255, grad_norm: 4.1958 2020-08-03 10:23:15,876 - mmaction - INFO - Epoch [246][80/940] lr: 1.819e-03, eta: 2:59:08, time: 0.974, data_time: 0.008, memory: 6199, top1_acc: 0.6605, top5_acc: 0.8432, loss_cls: 1.4442, loss: 1.4442, grad_norm: 4.2463 2020-08-03 10:23:35,836 - mmaction - INFO - Epoch [246][100/940] lr: 1.819e-03, eta: 2:58:47, time: 0.997, data_time: 0.003, memory: 6199, top1_acc: 0.6539, top5_acc: 0.8410, loss_cls: 1.4447, loss: 1.4447, grad_norm: 4.2647 2020-08-03 10:23:56,851 - mmaction - INFO - Epoch [246][120/940] lr: 1.819e-03, eta: 2:58:26, time: 1.053, data_time: 0.008, memory: 6199, top1_acc: 0.6631, top5_acc: 0.8469, loss_cls: 1.4221, loss: 1.4221, grad_norm: 4.2485 2020-08-03 10:24:17,563 - mmaction - INFO - Epoch [246][140/940] lr: 1.819e-03, eta: 2:58:05, time: 1.035, data_time: 0.002, memory: 6199, top1_acc: 0.6592, top5_acc: 0.8391, loss_cls: 1.4715, loss: 1.4715, grad_norm: 4.3603 2020-08-03 10:24:39,855 - mmaction - INFO - Epoch [246][160/940] lr: 1.819e-03, eta: 2:57:44, time: 1.112, data_time: 0.005, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8482, loss_cls: 1.4267, loss: 1.4267, grad_norm: 4.2481 2020-08-03 10:24:59,811 - mmaction - INFO - Epoch [246][180/940] lr: 1.819e-03, eta: 2:57:23, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6670, top5_acc: 0.8393, loss_cls: 1.4336, loss: 1.4336, grad_norm: 4.2442 2020-08-03 10:25:20,588 - mmaction - INFO - Epoch [246][200/940] lr: 1.819e-03, eta: 2:57:02, time: 1.038, data_time: 0.008, memory: 6199, top1_acc: 0.6529, top5_acc: 0.8336, loss_cls: 1.4505, loss: 1.4505, grad_norm: 4.2924 2020-08-03 10:25:41,854 - mmaction - INFO - Epoch [246][220/940] lr: 1.819e-03, eta: 2:56:41, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.6471, top5_acc: 0.8338, loss_cls: 1.4690, loss: 1.4690, grad_norm: 4.3732 2020-08-03 10:26:03,214 - mmaction - INFO - Epoch [246][240/940] lr: 1.819e-03, eta: 2:56:20, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8457, loss_cls: 1.4486, loss: 1.4486, grad_norm: 4.3529 2020-08-03 10:26:23,719 - mmaction - INFO - Epoch [246][260/940] lr: 1.819e-03, eta: 2:55:59, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.6547, top5_acc: 0.8355, loss_cls: 1.4554, loss: 1.4554, grad_norm: 4.2873 2020-08-03 10:26:44,461 - mmaction - INFO - Epoch [246][280/940] lr: 1.819e-03, eta: 2:55:39, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3912, loss: 1.3912, grad_norm: 4.2297 2020-08-03 10:27:04,429 - mmaction - INFO - Epoch [246][300/940] lr: 1.819e-03, eta: 2:55:18, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8471, loss_cls: 1.4079, loss: 1.4079, grad_norm: 4.2628 2020-08-03 10:27:24,598 - mmaction - INFO - Epoch [246][320/940] lr: 1.819e-03, eta: 2:54:57, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8395, loss_cls: 1.4471, loss: 1.4471, grad_norm: 4.2666 2020-08-03 10:27:45,332 - mmaction - INFO - Epoch [246][340/940] lr: 1.819e-03, eta: 2:54:36, time: 1.036, data_time: 0.003, memory: 6199, top1_acc: 0.6490, top5_acc: 0.8402, loss_cls: 1.4607, loss: 1.4607, grad_norm: 4.3340 2020-08-03 10:28:05,548 - mmaction - INFO - Epoch [246][360/940] lr: 1.819e-03, eta: 2:54:15, time: 1.009, data_time: 0.005, memory: 6199, top1_acc: 0.6594, top5_acc: 0.8408, loss_cls: 1.4570, loss: 1.4570, grad_norm: 4.3194 2020-08-03 10:28:25,867 - mmaction - INFO - Epoch [246][380/940] lr: 1.819e-03, eta: 2:53:54, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.6578, top5_acc: 0.8387, loss_cls: 1.4605, loss: 1.4605, grad_norm: 4.3338 2020-08-03 10:28:46,368 - mmaction - INFO - Epoch [246][400/940] lr: 1.819e-03, eta: 2:53:33, time: 1.021, data_time: 0.007, memory: 6199, top1_acc: 0.6584, top5_acc: 0.8480, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.3013 2020-08-03 10:29:07,080 - mmaction - INFO - Epoch [246][420/940] lr: 1.819e-03, eta: 2:53:12, time: 1.041, data_time: 0.008, memory: 6199, top1_acc: 0.6520, top5_acc: 0.8420, loss_cls: 1.4739, loss: 1.4739, grad_norm: 4.4052 2020-08-03 10:29:28,102 - mmaction - INFO - Epoch [246][440/940] lr: 1.819e-03, eta: 2:52:51, time: 1.051, data_time: 0.006, memory: 6199, top1_acc: 0.6586, top5_acc: 0.8395, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.2805 2020-08-03 10:29:48,825 - mmaction - INFO - Epoch [246][460/940] lr: 1.819e-03, eta: 2:52:30, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8477, loss_cls: 1.4288, loss: 1.4288, grad_norm: 4.3478 2020-08-03 10:30:08,805 - mmaction - INFO - Epoch [246][480/940] lr: 1.819e-03, eta: 2:52:09, time: 0.999, data_time: 0.005, memory: 6199, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4336, loss: 1.4336, grad_norm: 4.3685 2020-08-03 10:30:29,652 - mmaction - INFO - Epoch [246][500/940] lr: 1.819e-03, eta: 2:51:48, time: 1.041, data_time: 0.003, memory: 6199, top1_acc: 0.6600, top5_acc: 0.8406, loss_cls: 1.4352, loss: 1.4352, grad_norm: 4.2885 2020-08-03 10:30:50,508 - mmaction - INFO - Epoch [246][520/940] lr: 1.819e-03, eta: 2:51:27, time: 1.043, data_time: 0.009, memory: 6199, top1_acc: 0.6527, top5_acc: 0.8436, loss_cls: 1.4499, loss: 1.4499, grad_norm: 4.4350 2020-08-03 10:31:11,169 - mmaction - INFO - Epoch [246][540/940] lr: 1.819e-03, eta: 2:51:06, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.6582, top5_acc: 0.8406, loss_cls: 1.4354, loss: 1.4354, grad_norm: 4.2976 2020-08-03 10:31:31,262 - mmaction - INFO - Epoch [246][560/940] lr: 1.819e-03, eta: 2:50:45, time: 0.999, data_time: 0.008, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8502, loss_cls: 1.4054, loss: 1.4054, grad_norm: 4.2640 2020-08-03 10:31:52,023 - mmaction - INFO - Epoch [246][580/940] lr: 1.819e-03, eta: 2:50:24, time: 1.043, data_time: 0.008, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8475, loss_cls: 1.4076, loss: 1.4076, grad_norm: 4.3044 2020-08-03 10:32:12,852 - mmaction - INFO - Epoch [246][600/940] lr: 1.819e-03, eta: 2:50:03, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.6549, top5_acc: 0.8395, loss_cls: 1.4577, loss: 1.4577, grad_norm: 4.3247 2020-08-03 10:32:34,587 - mmaction - INFO - Epoch [246][620/940] lr: 1.819e-03, eta: 2:49:42, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.6574, top5_acc: 0.8404, loss_cls: 1.4550, loss: 1.4550, grad_norm: 4.3913 2020-08-03 10:32:55,700 - mmaction - INFO - Epoch [246][640/940] lr: 1.819e-03, eta: 2:49:21, time: 1.052, data_time: 0.005, memory: 6199, top1_acc: 0.6568, top5_acc: 0.8504, loss_cls: 1.4432, loss: 1.4432, grad_norm: 4.4029 2020-08-03 10:33:16,730 - mmaction - INFO - Epoch [246][660/940] lr: 1.819e-03, eta: 2:49:00, time: 1.056, data_time: 0.008, memory: 6199, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4562, loss: 1.4562, grad_norm: 4.3572 2020-08-03 10:33:36,553 - mmaction - INFO - Epoch [246][680/940] lr: 1.819e-03, eta: 2:48:39, time: 0.989, data_time: 0.004, memory: 6199, top1_acc: 0.6584, top5_acc: 0.8514, loss_cls: 1.4132, loss: 1.4132, grad_norm: 4.3941 2020-08-03 10:33:56,726 - mmaction - INFO - Epoch [246][700/940] lr: 1.819e-03, eta: 2:48:18, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.6477, top5_acc: 0.8303, loss_cls: 1.5122, loss: 1.5122, grad_norm: 4.3764 2020-08-03 10:34:17,282 - mmaction - INFO - Epoch [246][720/940] lr: 1.819e-03, eta: 2:47:57, time: 1.023, data_time: 0.007, memory: 6199, top1_acc: 0.6465, top5_acc: 0.8396, loss_cls: 1.4642, loss: 1.4642, grad_norm: 4.4056 2020-08-03 10:34:39,368 - mmaction - INFO - Epoch [246][740/940] lr: 1.819e-03, eta: 2:47:36, time: 1.110, data_time: 0.009, memory: 6199, top1_acc: 0.6521, top5_acc: 0.8361, loss_cls: 1.4901, loss: 1.4901, grad_norm: 4.2848 2020-08-03 10:35:00,867 - mmaction - INFO - Epoch [246][760/940] lr: 1.819e-03, eta: 2:47:15, time: 1.075, data_time: 0.006, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8365, loss_cls: 1.4595, loss: 1.4595, grad_norm: 4.2871 2020-08-03 10:35:22,515 - mmaction - INFO - Epoch [246][780/940] lr: 1.819e-03, eta: 2:46:54, time: 1.083, data_time: 0.004, memory: 6199, top1_acc: 0.6590, top5_acc: 0.8459, loss_cls: 1.4400, loss: 1.4400, grad_norm: 4.2711 2020-08-03 10:35:43,667 - mmaction - INFO - Epoch [246][800/940] lr: 1.819e-03, eta: 2:46:34, time: 1.053, data_time: 0.005, memory: 6199, top1_acc: 0.6594, top5_acc: 0.8361, loss_cls: 1.4580, loss: 1.4580, grad_norm: 4.2546 2020-08-03 10:36:04,224 - mmaction - INFO - Epoch [246][820/940] lr: 1.819e-03, eta: 2:46:13, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.6496, top5_acc: 0.8314, loss_cls: 1.4896, loss: 1.4896, grad_norm: 4.3161 2020-08-03 10:36:24,995 - mmaction - INFO - Epoch [246][840/940] lr: 1.819e-03, eta: 2:45:52, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.6600, top5_acc: 0.8408, loss_cls: 1.4337, loss: 1.4337, grad_norm: 4.2769 2020-08-03 10:36:46,094 - mmaction - INFO - Epoch [246][860/940] lr: 1.819e-03, eta: 2:45:31, time: 1.059, data_time: 0.008, memory: 6199, top1_acc: 0.6668, top5_acc: 0.8445, loss_cls: 1.4335, loss: 1.4335, grad_norm: 4.2153 2020-08-03 10:37:06,499 - mmaction - INFO - Epoch [246][880/940] lr: 1.819e-03, eta: 2:45:10, time: 1.018, data_time: 0.005, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8340, loss_cls: 1.5055, loss: 1.5055, grad_norm: 4.3627 2020-08-03 10:37:27,250 - mmaction - INFO - Epoch [246][900/940] lr: 1.819e-03, eta: 2:44:49, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4258, loss: 1.4258, grad_norm: 4.3083 2020-08-03 10:37:48,459 - mmaction - INFO - Epoch [246][920/940] lr: 1.819e-03, eta: 2:44:28, time: 1.060, data_time: 0.006, memory: 6199, top1_acc: 0.6490, top5_acc: 0.8375, loss_cls: 1.4647, loss: 1.4647, grad_norm: 4.3413 2020-08-03 10:38:08,137 - mmaction - INFO - Epoch [246][940/940] lr: 1.819e-03, eta: 2:44:07, time: 0.983, data_time: 0.005, memory: 6199, top1_acc: 0.6496, top5_acc: 0.8356, loss_cls: 1.4632, loss: 1.4632, grad_norm: 4.3920 2020-08-03 10:38:39,113 - mmaction - INFO - Epoch [247][20/940] lr: 1.504e-03, eta: 2:43:46, time: 1.532, data_time: 0.480, memory: 6199, top1_acc: 0.6594, top5_acc: 0.8449, loss_cls: 1.4263, loss: 1.4263, grad_norm: 4.3438 2020-08-03 10:38:58,797 - mmaction - INFO - Epoch [247][40/940] lr: 1.504e-03, eta: 2:43:25, time: 0.982, data_time: 0.007, memory: 6199, top1_acc: 0.6447, top5_acc: 0.8314, loss_cls: 1.4903, loss: 1.4903, grad_norm: 4.3479 2020-08-03 10:39:20,389 - mmaction - INFO - Epoch [247][60/940] lr: 1.504e-03, eta: 2:43:04, time: 1.081, data_time: 0.007, memory: 6199, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4066, loss: 1.4066, grad_norm: 4.3190 2020-08-03 10:39:42,207 - mmaction - INFO - Epoch [247][80/940] lr: 1.504e-03, eta: 2:42:43, time: 1.091, data_time: 0.008, memory: 6199, top1_acc: 0.6713, top5_acc: 0.8463, loss_cls: 1.4067, loss: 1.4067, grad_norm: 4.2719 2020-08-03 10:40:03,426 - mmaction - INFO - Epoch [247][100/940] lr: 1.504e-03, eta: 2:42:22, time: 1.060, data_time: 0.005, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8410, loss_cls: 1.4520, loss: 1.4520, grad_norm: 4.3151 2020-08-03 10:40:23,705 - mmaction - INFO - Epoch [247][120/940] lr: 1.504e-03, eta: 2:42:01, time: 1.015, data_time: 0.004, memory: 6199, top1_acc: 0.6453, top5_acc: 0.8365, loss_cls: 1.4708, loss: 1.4708, grad_norm: 4.3762 2020-08-03 10:40:44,186 - mmaction - INFO - Epoch [247][140/940] lr: 1.504e-03, eta: 2:41:40, time: 1.022, data_time: 0.007, memory: 6199, top1_acc: 0.6709, top5_acc: 0.8406, loss_cls: 1.4173, loss: 1.4173, grad_norm: 4.2997 2020-08-03 10:41:05,388 - mmaction - INFO - Epoch [247][160/940] lr: 1.504e-03, eta: 2:41:20, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.6508, top5_acc: 0.8365, loss_cls: 1.4601, loss: 1.4601, grad_norm: 4.3869 2020-08-03 10:41:26,212 - mmaction - INFO - Epoch [247][180/940] lr: 1.504e-03, eta: 2:40:59, time: 1.039, data_time: 0.005, memory: 6199, top1_acc: 0.6564, top5_acc: 0.8471, loss_cls: 1.4494, loss: 1.4494, grad_norm: 4.4219 2020-08-03 10:41:46,677 - mmaction - INFO - Epoch [247][200/940] lr: 1.504e-03, eta: 2:40:38, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6709, top5_acc: 0.8527, loss_cls: 1.4015, loss: 1.4015, grad_norm: 4.2827 2020-08-03 10:42:07,684 - mmaction - INFO - Epoch [247][220/940] lr: 1.504e-03, eta: 2:40:17, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.6477, top5_acc: 0.8348, loss_cls: 1.5013, loss: 1.5013, grad_norm: 4.4200 2020-08-03 10:42:29,007 - mmaction - INFO - Epoch [247][240/940] lr: 1.504e-03, eta: 2:39:56, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.6529, top5_acc: 0.8404, loss_cls: 1.4740, loss: 1.4740, grad_norm: 4.3246 2020-08-03 10:42:50,234 - mmaction - INFO - Epoch [247][260/940] lr: 1.504e-03, eta: 2:39:35, time: 1.062, data_time: 0.008, memory: 6199, top1_acc: 0.6727, top5_acc: 0.8553, loss_cls: 1.3790, loss: 1.3790, grad_norm: 4.2552 2020-08-03 10:43:10,462 - mmaction - INFO - Epoch [247][280/940] lr: 1.504e-03, eta: 2:39:14, time: 1.007, data_time: 0.008, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8393, loss_cls: 1.4339, loss: 1.4339, grad_norm: 4.2447 2020-08-03 10:43:31,854 - mmaction - INFO - Epoch [247][300/940] lr: 1.504e-03, eta: 2:38:53, time: 1.074, data_time: 0.011, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8459, loss_cls: 1.4074, loss: 1.4074, grad_norm: 4.3851 2020-08-03 10:43:51,998 - mmaction - INFO - Epoch [247][320/940] lr: 1.504e-03, eta: 2:38:32, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.6543, top5_acc: 0.8385, loss_cls: 1.4488, loss: 1.4488, grad_norm: 4.3045 2020-08-03 10:44:14,028 - mmaction - INFO - Epoch [247][340/940] lr: 1.504e-03, eta: 2:38:11, time: 1.104, data_time: 0.008, memory: 6199, top1_acc: 0.6543, top5_acc: 0.8492, loss_cls: 1.4151, loss: 1.4151, grad_norm: 4.3591 2020-08-03 10:44:35,546 - mmaction - INFO - Epoch [247][360/940] lr: 1.504e-03, eta: 2:37:50, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.6662, top5_acc: 0.8439, loss_cls: 1.4274, loss: 1.4274, grad_norm: 4.2889 2020-08-03 10:44:57,055 - mmaction - INFO - Epoch [247][380/940] lr: 1.504e-03, eta: 2:37:29, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8439, loss_cls: 1.4349, loss: 1.4349, grad_norm: 4.2846 2020-08-03 10:45:17,328 - mmaction - INFO - Epoch [247][400/940] lr: 1.504e-03, eta: 2:37:08, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8463, loss_cls: 1.3966, loss: 1.3966, grad_norm: 4.3595 2020-08-03 10:45:38,214 - mmaction - INFO - Epoch [247][420/940] lr: 1.504e-03, eta: 2:36:47, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.6748, top5_acc: 0.8521, loss_cls: 1.3653, loss: 1.3653, grad_norm: 4.2929 2020-08-03 10:45:59,322 - mmaction - INFO - Epoch [247][440/940] lr: 1.504e-03, eta: 2:36:26, time: 1.058, data_time: 0.008, memory: 6199, top1_acc: 0.6621, top5_acc: 0.8523, loss_cls: 1.4056, loss: 1.4056, grad_norm: 4.4023 2020-08-03 10:46:20,384 - mmaction - INFO - Epoch [247][460/940] lr: 1.504e-03, eta: 2:36:05, time: 1.051, data_time: 0.009, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8471, loss_cls: 1.4156, loss: 1.4156, grad_norm: 4.2958 2020-08-03 10:46:42,851 - mmaction - INFO - Epoch [247][480/940] lr: 1.504e-03, eta: 2:35:44, time: 1.123, data_time: 0.007, memory: 6199, top1_acc: 0.6590, top5_acc: 0.8449, loss_cls: 1.4457, loss: 1.4457, grad_norm: 4.3246 2020-08-03 10:47:02,935 - mmaction - INFO - Epoch [247][500/940] lr: 1.504e-03, eta: 2:35:23, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.6670, top5_acc: 0.8383, loss_cls: 1.4357, loss: 1.4357, grad_norm: 4.3374 2020-08-03 10:47:23,448 - mmaction - INFO - Epoch [247][520/940] lr: 1.504e-03, eta: 2:35:02, time: 1.025, data_time: 0.006, memory: 6199, top1_acc: 0.6555, top5_acc: 0.8334, loss_cls: 1.4880, loss: 1.4880, grad_norm: 4.4151 2020-08-03 10:47:44,278 - mmaction - INFO - Epoch [247][540/940] lr: 1.504e-03, eta: 2:34:41, time: 1.040, data_time: 0.004, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8482, loss_cls: 1.4285, loss: 1.4285, grad_norm: 4.3061 2020-08-03 10:48:05,021 - mmaction - INFO - Epoch [247][560/940] lr: 1.504e-03, eta: 2:34:21, time: 1.040, data_time: 0.008, memory: 6199, top1_acc: 0.6428, top5_acc: 0.8348, loss_cls: 1.4799, loss: 1.4799, grad_norm: 4.3786 2020-08-03 10:48:25,155 - mmaction - INFO - Epoch [247][580/940] lr: 1.504e-03, eta: 2:34:00, time: 1.004, data_time: 0.002, memory: 6199, top1_acc: 0.6494, top5_acc: 0.8410, loss_cls: 1.4570, loss: 1.4570, grad_norm: 4.3922 2020-08-03 10:48:45,340 - mmaction - INFO - Epoch [247][600/940] lr: 1.504e-03, eta: 2:33:39, time: 1.008, data_time: 0.010, memory: 6199, top1_acc: 0.6598, top5_acc: 0.8391, loss_cls: 1.4318, loss: 1.4318, grad_norm: 4.3226 2020-08-03 10:49:05,841 - mmaction - INFO - Epoch [247][620/940] lr: 1.504e-03, eta: 2:33:18, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.6576, top5_acc: 0.8424, loss_cls: 1.4367, loss: 1.4367, grad_norm: 4.3120 2020-08-03 10:49:25,888 - mmaction - INFO - Epoch [247][640/940] lr: 1.504e-03, eta: 2:32:57, time: 1.000, data_time: 0.003, memory: 6199, top1_acc: 0.6760, top5_acc: 0.8477, loss_cls: 1.3895, loss: 1.3895, grad_norm: 4.2608 2020-08-03 10:49:46,470 - mmaction - INFO - Epoch [247][660/940] lr: 1.504e-03, eta: 2:32:36, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.6479, top5_acc: 0.8354, loss_cls: 1.4853, loss: 1.4853, grad_norm: 4.4364 2020-08-03 10:50:07,039 - mmaction - INFO - Epoch [247][680/940] lr: 1.504e-03, eta: 2:32:15, time: 1.032, data_time: 0.007, memory: 6199, top1_acc: 0.6615, top5_acc: 0.8443, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.3623 2020-08-03 10:50:27,235 - mmaction - INFO - Epoch [247][700/940] lr: 1.504e-03, eta: 2:31:54, time: 1.010, data_time: 0.004, memory: 6199, top1_acc: 0.6557, top5_acc: 0.8418, loss_cls: 1.4414, loss: 1.4414, grad_norm: 4.3445 2020-08-03 10:50:47,523 - mmaction - INFO - Epoch [247][720/940] lr: 1.504e-03, eta: 2:31:33, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6564, top5_acc: 0.8357, loss_cls: 1.4687, loss: 1.4687, grad_norm: 4.3392 2020-08-03 10:51:07,771 - mmaction - INFO - Epoch [247][740/940] lr: 1.504e-03, eta: 2:31:12, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.6711, top5_acc: 0.8414, loss_cls: 1.4256, loss: 1.4256, grad_norm: 4.2485 2020-08-03 10:51:28,103 - mmaction - INFO - Epoch [247][760/940] lr: 1.504e-03, eta: 2:30:51, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8467, loss_cls: 1.4084, loss: 1.4084, grad_norm: 4.2306 2020-08-03 10:51:48,085 - mmaction - INFO - Epoch [247][780/940] lr: 1.504e-03, eta: 2:30:30, time: 1.004, data_time: 0.011, memory: 6199, top1_acc: 0.6533, top5_acc: 0.8434, loss_cls: 1.4564, loss: 1.4564, grad_norm: 4.3194 2020-08-03 10:52:08,109 - mmaction - INFO - Epoch [247][800/940] lr: 1.504e-03, eta: 2:30:09, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.6561, top5_acc: 0.8428, loss_cls: 1.4445, loss: 1.4445, grad_norm: 4.4225 2020-08-03 10:52:29,018 - mmaction - INFO - Epoch [247][820/940] lr: 1.504e-03, eta: 2:29:48, time: 1.048, data_time: 0.008, memory: 6199, top1_acc: 0.6607, top5_acc: 0.8430, loss_cls: 1.4403, loss: 1.4403, grad_norm: 4.3496 2020-08-03 10:52:50,397 - mmaction - INFO - Epoch [247][840/940] lr: 1.504e-03, eta: 2:29:27, time: 1.068, data_time: 0.003, memory: 6199, top1_acc: 0.6492, top5_acc: 0.8395, loss_cls: 1.4576, loss: 1.4576, grad_norm: 4.4237 2020-08-03 10:53:11,061 - mmaction - INFO - Epoch [247][860/940] lr: 1.504e-03, eta: 2:29:06, time: 1.032, data_time: 0.006, memory: 6199, top1_acc: 0.6430, top5_acc: 0.8361, loss_cls: 1.4844, loss: 1.4844, grad_norm: 4.3831 2020-08-03 10:53:32,024 - mmaction - INFO - Epoch [247][880/940] lr: 1.504e-03, eta: 2:28:45, time: 1.046, data_time: 0.009, memory: 6199, top1_acc: 0.6604, top5_acc: 0.8387, loss_cls: 1.4292, loss: 1.4292, grad_norm: 4.3203 2020-08-03 10:53:52,212 - mmaction - INFO - Epoch [247][900/940] lr: 1.504e-03, eta: 2:28:24, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6451, top5_acc: 0.8348, loss_cls: 1.4866, loss: 1.4866, grad_norm: 4.4297 2020-08-03 10:54:12,561 - mmaction - INFO - Epoch [247][920/940] lr: 1.504e-03, eta: 2:28:03, time: 1.017, data_time: 0.009, memory: 6199, top1_acc: 0.6504, top5_acc: 0.8367, loss_cls: 1.4699, loss: 1.4699, grad_norm: 4.3331 2020-08-03 10:54:31,453 - mmaction - INFO - Epoch [247][940/940] lr: 1.504e-03, eta: 2:27:42, time: 0.946, data_time: 0.007, memory: 6199, top1_acc: 0.6558, top5_acc: 0.8442, loss_cls: 1.4296, loss: 1.4296, grad_norm: 4.3708 2020-08-03 10:55:02,249 - mmaction - INFO - Epoch [248][20/940] lr: 1.219e-03, eta: 2:27:21, time: 1.520, data_time: 0.529, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8480, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.2883 2020-08-03 10:55:22,751 - mmaction - INFO - Epoch [248][40/940] lr: 1.219e-03, eta: 2:27:00, time: 1.027, data_time: 0.005, memory: 6199, top1_acc: 0.6582, top5_acc: 0.8453, loss_cls: 1.4263, loss: 1.4263, grad_norm: 4.3246 2020-08-03 10:55:43,351 - mmaction - INFO - Epoch [248][60/940] lr: 1.219e-03, eta: 2:26:39, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.6668, top5_acc: 0.8361, loss_cls: 1.4307, loss: 1.4307, grad_norm: 4.2576 2020-08-03 10:56:03,951 - mmaction - INFO - Epoch [248][80/940] lr: 1.219e-03, eta: 2:26:18, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.6609, top5_acc: 0.8424, loss_cls: 1.4536, loss: 1.4536, grad_norm: 4.3421 2020-08-03 10:56:25,069 - mmaction - INFO - Epoch [248][100/940] lr: 1.219e-03, eta: 2:25:58, time: 1.056, data_time: 0.007, memory: 6199, top1_acc: 0.6730, top5_acc: 0.8428, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.1995 2020-08-03 10:56:45,644 - mmaction - INFO - Epoch [248][120/940] lr: 1.219e-03, eta: 2:25:37, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.6623, top5_acc: 0.8424, loss_cls: 1.4204, loss: 1.4204, grad_norm: 4.3381 2020-08-03 10:57:06,669 - mmaction - INFO - Epoch [248][140/940] lr: 1.219e-03, eta: 2:25:16, time: 1.051, data_time: 0.004, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8492, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.3242 2020-08-03 10:57:26,887 - mmaction - INFO - Epoch [248][160/940] lr: 1.219e-03, eta: 2:24:55, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.6711, top5_acc: 0.8506, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.3284 2020-08-03 10:57:47,481 - mmaction - INFO - Epoch [248][180/940] lr: 1.219e-03, eta: 2:24:34, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8473, loss_cls: 1.4248, loss: 1.4248, grad_norm: 4.3701 2020-08-03 10:58:08,222 - mmaction - INFO - Epoch [248][200/940] lr: 1.219e-03, eta: 2:24:13, time: 1.037, data_time: 0.007, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8457, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.3550 2020-08-03 10:58:28,110 - mmaction - INFO - Epoch [248][220/940] lr: 1.219e-03, eta: 2:23:52, time: 0.994, data_time: 0.004, memory: 6199, top1_acc: 0.6572, top5_acc: 0.8418, loss_cls: 1.4381, loss: 1.4381, grad_norm: 4.3569 2020-08-03 10:58:48,766 - mmaction - INFO - Epoch [248][240/940] lr: 1.219e-03, eta: 2:23:31, time: 1.029, data_time: 0.007, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8457, loss_cls: 1.4076, loss: 1.4076, grad_norm: 4.2800 2020-08-03 10:59:08,654 - mmaction - INFO - Epoch [248][260/940] lr: 1.219e-03, eta: 2:23:10, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8496, loss_cls: 1.4236, loss: 1.4236, grad_norm: 4.3561 2020-08-03 10:59:28,744 - mmaction - INFO - Epoch [248][280/940] lr: 1.219e-03, eta: 2:22:49, time: 1.006, data_time: 0.009, memory: 6199, top1_acc: 0.6498, top5_acc: 0.8295, loss_cls: 1.4993, loss: 1.4993, grad_norm: 4.4431 2020-08-03 10:59:49,063 - mmaction - INFO - Epoch [248][300/940] lr: 1.219e-03, eta: 2:22:28, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4512, loss: 1.4512, grad_norm: 4.3833 2020-08-03 11:00:10,351 - mmaction - INFO - Epoch [248][320/940] lr: 1.219e-03, eta: 2:22:07, time: 1.058, data_time: 0.002, memory: 6199, top1_acc: 0.6680, top5_acc: 0.8426, loss_cls: 1.4143, loss: 1.4143, grad_norm: 4.3001 2020-08-03 11:00:30,516 - mmaction - INFO - Epoch [248][340/940] lr: 1.219e-03, eta: 2:21:46, time: 1.014, data_time: 0.015, memory: 6199, top1_acc: 0.6605, top5_acc: 0.8359, loss_cls: 1.4626, loss: 1.4626, grad_norm: 4.4051 2020-08-03 11:00:51,249 - mmaction - INFO - Epoch [248][360/940] lr: 1.219e-03, eta: 2:21:25, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.6586, top5_acc: 0.8486, loss_cls: 1.4267, loss: 1.4267, grad_norm: 4.3537 2020-08-03 11:01:11,223 - mmaction - INFO - Epoch [248][380/940] lr: 1.219e-03, eta: 2:21:04, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.6625, top5_acc: 0.8354, loss_cls: 1.4342, loss: 1.4342, grad_norm: 4.3892 2020-08-03 11:01:31,888 - mmaction - INFO - Epoch [248][400/940] lr: 1.219e-03, eta: 2:20:43, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.6641, top5_acc: 0.8365, loss_cls: 1.4374, loss: 1.4374, grad_norm: 4.2885 2020-08-03 11:01:53,077 - mmaction - INFO - Epoch [248][420/940] lr: 1.219e-03, eta: 2:20:22, time: 1.058, data_time: 0.009, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8461, loss_cls: 1.3868, loss: 1.3868, grad_norm: 4.2866 2020-08-03 11:02:14,539 - mmaction - INFO - Epoch [248][440/940] lr: 1.219e-03, eta: 2:20:01, time: 1.075, data_time: 0.007, memory: 6199, top1_acc: 0.6699, top5_acc: 0.8488, loss_cls: 1.3963, loss: 1.3963, grad_norm: 4.3984 2020-08-03 11:02:34,976 - mmaction - INFO - Epoch [248][460/940] lr: 1.219e-03, eta: 2:19:40, time: 1.022, data_time: 0.006, memory: 6199, top1_acc: 0.6574, top5_acc: 0.8396, loss_cls: 1.4543, loss: 1.4543, grad_norm: 4.3736 2020-08-03 11:02:57,180 - mmaction - INFO - Epoch [248][480/940] lr: 1.219e-03, eta: 2:19:19, time: 1.112, data_time: 0.004, memory: 6199, top1_acc: 0.6615, top5_acc: 0.8451, loss_cls: 1.4080, loss: 1.4080, grad_norm: 4.3401 2020-08-03 11:03:18,047 - mmaction - INFO - Epoch [248][500/940] lr: 1.219e-03, eta: 2:18:58, time: 1.042, data_time: 0.006, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8498, loss_cls: 1.3697, loss: 1.3697, grad_norm: 4.3504 2020-08-03 11:03:38,445 - mmaction - INFO - Epoch [248][520/940] lr: 1.219e-03, eta: 2:18:37, time: 1.019, data_time: 0.004, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8506, loss_cls: 1.4023, loss: 1.4023, grad_norm: 4.3130 2020-08-03 11:03:59,964 - mmaction - INFO - Epoch [248][540/940] lr: 1.219e-03, eta: 2:18:16, time: 1.077, data_time: 0.004, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8451, loss_cls: 1.3977, loss: 1.3977, grad_norm: 4.2634 2020-08-03 11:04:20,421 - mmaction - INFO - Epoch [248][560/940] lr: 1.219e-03, eta: 2:17:55, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.6510, top5_acc: 0.8396, loss_cls: 1.4519, loss: 1.4519, grad_norm: 4.4143 2020-08-03 11:04:42,352 - mmaction - INFO - Epoch [248][580/940] lr: 1.219e-03, eta: 2:17:34, time: 1.098, data_time: 0.010, memory: 6199, top1_acc: 0.6539, top5_acc: 0.8410, loss_cls: 1.4363, loss: 1.4363, grad_norm: 4.3485 2020-08-03 11:05:04,454 - mmaction - INFO - Epoch [248][600/940] lr: 1.219e-03, eta: 2:17:14, time: 1.106, data_time: 0.005, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8480, loss_cls: 1.3985, loss: 1.3985, grad_norm: 4.3281 2020-08-03 11:05:26,132 - mmaction - INFO - Epoch [248][620/940] lr: 1.219e-03, eta: 2:16:53, time: 1.084, data_time: 0.003, memory: 6199, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.3001 2020-08-03 11:05:47,025 - mmaction - INFO - Epoch [248][640/940] lr: 1.219e-03, eta: 2:16:32, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.6697, top5_acc: 0.8539, loss_cls: 1.3779, loss: 1.3779, grad_norm: 4.3094 2020-08-03 11:06:08,636 - mmaction - INFO - Epoch [248][660/940] lr: 1.219e-03, eta: 2:16:11, time: 1.083, data_time: 0.007, memory: 6199, top1_acc: 0.6600, top5_acc: 0.8404, loss_cls: 1.4300, loss: 1.4300, grad_norm: 4.3520 2020-08-03 11:06:29,409 - mmaction - INFO - Epoch [248][680/940] lr: 1.219e-03, eta: 2:15:50, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.6625, top5_acc: 0.8404, loss_cls: 1.4353, loss: 1.4353, grad_norm: 4.3205 2020-08-03 11:06:50,251 - mmaction - INFO - Epoch [248][700/940] lr: 1.219e-03, eta: 2:15:29, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8377, loss_cls: 1.4640, loss: 1.4640, grad_norm: 4.3534 2020-08-03 11:07:11,328 - mmaction - INFO - Epoch [248][720/940] lr: 1.219e-03, eta: 2:15:08, time: 1.049, data_time: 0.005, memory: 6199, top1_acc: 0.6619, top5_acc: 0.8422, loss_cls: 1.4240, loss: 1.4240, grad_norm: 4.3270 2020-08-03 11:07:33,166 - mmaction - INFO - Epoch [248][740/940] lr: 1.219e-03, eta: 2:14:47, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.6588, top5_acc: 0.8400, loss_cls: 1.4662, loss: 1.4662, grad_norm: 4.3673 2020-08-03 11:07:53,909 - mmaction - INFO - Epoch [248][760/940] lr: 1.219e-03, eta: 2:14:26, time: 1.036, data_time: 0.009, memory: 6199, top1_acc: 0.6471, top5_acc: 0.8387, loss_cls: 1.4838, loss: 1.4838, grad_norm: 4.4184 2020-08-03 11:08:14,437 - mmaction - INFO - Epoch [248][780/940] lr: 1.219e-03, eta: 2:14:05, time: 1.029, data_time: 0.004, memory: 6199, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4518, loss: 1.4518, grad_norm: 4.4738 2020-08-03 11:08:34,659 - mmaction - INFO - Epoch [248][800/940] lr: 1.219e-03, eta: 2:13:44, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.6645, top5_acc: 0.8436, loss_cls: 1.4297, loss: 1.4297, grad_norm: 4.3442 2020-08-03 11:08:55,852 - mmaction - INFO - Epoch [248][820/940] lr: 1.219e-03, eta: 2:13:23, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.6592, top5_acc: 0.8404, loss_cls: 1.4462, loss: 1.4462, grad_norm: 4.3807 2020-08-03 11:09:16,754 - mmaction - INFO - Epoch [248][840/940] lr: 1.219e-03, eta: 2:13:02, time: 1.045, data_time: 0.006, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8430, loss_cls: 1.4251, loss: 1.4251, grad_norm: 4.4363 2020-08-03 11:09:37,723 - mmaction - INFO - Epoch [248][860/940] lr: 1.219e-03, eta: 2:12:41, time: 1.047, data_time: 0.008, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8539, loss_cls: 1.3862, loss: 1.3862, grad_norm: 4.3416 2020-08-03 11:09:58,514 - mmaction - INFO - Epoch [248][880/940] lr: 1.219e-03, eta: 2:12:20, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.6541, top5_acc: 0.8426, loss_cls: 1.4521, loss: 1.4521, grad_norm: 4.4067 2020-08-03 11:10:20,307 - mmaction - INFO - Epoch [248][900/940] lr: 1.219e-03, eta: 2:11:59, time: 1.087, data_time: 0.005, memory: 6199, top1_acc: 0.6588, top5_acc: 0.8414, loss_cls: 1.4430, loss: 1.4430, grad_norm: 4.3702 2020-08-03 11:10:41,696 - mmaction - INFO - Epoch [248][920/940] lr: 1.219e-03, eta: 2:11:38, time: 1.071, data_time: 0.008, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8508, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.3359 2020-08-03 11:11:02,206 - mmaction - INFO - Epoch [248][940/940] lr: 1.219e-03, eta: 2:11:17, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6625, top5_acc: 0.8450, loss_cls: 1.4293, loss: 1.4293, grad_norm: 4.3915 2020-08-03 11:11:02,615 - mmaction - INFO - Saving checkpoint at 248 epochs 2020-08-03 11:12:30,551 - mmaction - INFO - Epoch [249][20/940] lr: 9.631e-04, eta: 2:10:59, time: 4.304, data_time: 0.517, memory: 6199, top1_acc: 0.6742, top5_acc: 0.8502, loss_cls: 1.3792, loss: 1.3792, grad_norm: 4.2740 2020-08-03 11:12:49,859 - mmaction - INFO - Epoch [249][40/940] lr: 9.631e-04, eta: 2:10:38, time: 0.967, data_time: 0.007, memory: 6199, top1_acc: 0.6609, top5_acc: 0.8381, loss_cls: 1.4533, loss: 1.4533, grad_norm: 4.3854 2020-08-03 11:13:09,468 - mmaction - INFO - Epoch [249][60/940] lr: 9.631e-04, eta: 2:10:17, time: 0.979, data_time: 0.007, memory: 6199, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4064, loss: 1.4064, grad_norm: 4.3309 2020-08-03 11:13:30,238 - mmaction - INFO - Epoch [249][80/940] lr: 9.631e-04, eta: 2:09:56, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.6672, top5_acc: 0.8445, loss_cls: 1.3891, loss: 1.3891, grad_norm: 4.2609 2020-08-03 11:13:50,681 - mmaction - INFO - Epoch [249][100/940] lr: 9.631e-04, eta: 2:09:35, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8527, loss_cls: 1.3736, loss: 1.3736, grad_norm: 4.3362 2020-08-03 11:14:10,239 - mmaction - INFO - Epoch [249][120/940] lr: 9.631e-04, eta: 2:09:14, time: 0.978, data_time: 0.004, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8438, loss_cls: 1.4055, loss: 1.4055, grad_norm: 4.2835 2020-08-03 11:14:31,277 - mmaction - INFO - Epoch [249][140/940] lr: 9.631e-04, eta: 2:08:53, time: 1.049, data_time: 0.006, memory: 6199, top1_acc: 0.6631, top5_acc: 0.8438, loss_cls: 1.4180, loss: 1.4180, grad_norm: 4.3609 2020-08-03 11:14:51,819 - mmaction - INFO - Epoch [249][160/940] lr: 9.631e-04, eta: 2:08:32, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.6615, top5_acc: 0.8361, loss_cls: 1.4218, loss: 1.4218, grad_norm: 4.3474 2020-08-03 11:15:12,534 - mmaction - INFO - Epoch [249][180/940] lr: 9.631e-04, eta: 2:08:11, time: 1.033, data_time: 0.006, memory: 6199, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.3192 2020-08-03 11:15:32,736 - mmaction - INFO - Epoch [249][200/940] lr: 9.631e-04, eta: 2:07:50, time: 1.012, data_time: 0.008, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8518, loss_cls: 1.4025, loss: 1.4025, grad_norm: 4.3696 2020-08-03 11:15:54,046 - mmaction - INFO - Epoch [249][220/940] lr: 9.631e-04, eta: 2:07:29, time: 1.065, data_time: 0.007, memory: 6199, top1_acc: 0.6674, top5_acc: 0.8449, loss_cls: 1.4210, loss: 1.4210, grad_norm: 4.3929 2020-08-03 11:16:13,965 - mmaction - INFO - Epoch [249][240/940] lr: 9.631e-04, eta: 2:07:08, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.6541, top5_acc: 0.8389, loss_cls: 1.4504, loss: 1.4504, grad_norm: 4.3348 2020-08-03 11:16:34,242 - mmaction - INFO - Epoch [249][260/940] lr: 9.631e-04, eta: 2:06:47, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8482, loss_cls: 1.4150, loss: 1.4150, grad_norm: 4.3820 2020-08-03 11:16:54,478 - mmaction - INFO - Epoch [249][280/940] lr: 9.631e-04, eta: 2:06:26, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8475, loss_cls: 1.4026, loss: 1.4026, grad_norm: 4.3990 2020-08-03 11:17:16,600 - mmaction - INFO - Epoch [249][300/940] lr: 9.631e-04, eta: 2:06:05, time: 1.106, data_time: 0.007, memory: 6199, top1_acc: 0.6811, top5_acc: 0.8471, loss_cls: 1.3788, loss: 1.3788, grad_norm: 4.2962 2020-08-03 11:17:37,539 - mmaction - INFO - Epoch [249][320/940] lr: 9.631e-04, eta: 2:05:44, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8455, loss_cls: 1.4154, loss: 1.4154, grad_norm: 4.4079 2020-08-03 11:17:59,550 - mmaction - INFO - Epoch [249][340/940] lr: 9.631e-04, eta: 2:05:23, time: 1.103, data_time: 0.009, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8482, loss_cls: 1.3965, loss: 1.3965, grad_norm: 4.3951 2020-08-03 11:18:20,117 - mmaction - INFO - Epoch [249][360/940] lr: 9.631e-04, eta: 2:05:02, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.6537, top5_acc: 0.8396, loss_cls: 1.4385, loss: 1.4385, grad_norm: 4.4206 2020-08-03 11:18:40,882 - mmaction - INFO - Epoch [249][380/940] lr: 9.631e-04, eta: 2:04:41, time: 1.042, data_time: 0.010, memory: 6199, top1_acc: 0.6729, top5_acc: 0.8484, loss_cls: 1.3886, loss: 1.3886, grad_norm: 4.3094 2020-08-03 11:19:01,097 - mmaction - INFO - Epoch [249][400/940] lr: 9.631e-04, eta: 2:04:20, time: 1.012, data_time: 0.007, memory: 6199, top1_acc: 0.6719, top5_acc: 0.8486, loss_cls: 1.3921, loss: 1.3921, grad_norm: 4.3752 2020-08-03 11:19:21,721 - mmaction - INFO - Epoch [249][420/940] lr: 9.631e-04, eta: 2:03:59, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.6676, top5_acc: 0.8404, loss_cls: 1.4180, loss: 1.4180, grad_norm: 4.3215 2020-08-03 11:19:42,376 - mmaction - INFO - Epoch [249][440/940] lr: 9.631e-04, eta: 2:03:38, time: 1.031, data_time: 0.005, memory: 6199, top1_acc: 0.6697, top5_acc: 0.8449, loss_cls: 1.4110, loss: 1.4110, grad_norm: 4.4409 2020-08-03 11:20:03,448 - mmaction - INFO - Epoch [249][460/940] lr: 9.631e-04, eta: 2:03:17, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8477, loss_cls: 1.4201, loss: 1.4201, grad_norm: 4.4227 2020-08-03 11:20:23,320 - mmaction - INFO - Epoch [249][480/940] lr: 9.631e-04, eta: 2:02:56, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8439, loss_cls: 1.4104, loss: 1.4104, grad_norm: 4.3028 2020-08-03 11:20:43,917 - mmaction - INFO - Epoch [249][500/940] lr: 9.631e-04, eta: 2:02:35, time: 1.023, data_time: 0.004, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8436, loss_cls: 1.4035, loss: 1.4035, grad_norm: 4.3535 2020-08-03 11:21:03,900 - mmaction - INFO - Epoch [249][520/940] lr: 9.631e-04, eta: 2:02:14, time: 1.004, data_time: 0.009, memory: 6199, top1_acc: 0.6578, top5_acc: 0.8404, loss_cls: 1.4356, loss: 1.4356, grad_norm: 4.3958 2020-08-03 11:21:24,960 - mmaction - INFO - Epoch [249][540/940] lr: 9.631e-04, eta: 2:01:53, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8469, loss_cls: 1.4207, loss: 1.4207, grad_norm: 4.4290 2020-08-03 11:21:46,227 - mmaction - INFO - Epoch [249][560/940] lr: 9.631e-04, eta: 2:01:32, time: 1.067, data_time: 0.008, memory: 6199, top1_acc: 0.6432, top5_acc: 0.8330, loss_cls: 1.4995, loss: 1.4995, grad_norm: 4.4850 2020-08-03 11:22:06,232 - mmaction - INFO - Epoch [249][580/940] lr: 9.631e-04, eta: 2:01:11, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8400, loss_cls: 1.4453, loss: 1.4453, grad_norm: 4.4520 2020-08-03 11:22:26,678 - mmaction - INFO - Epoch [249][600/940] lr: 9.631e-04, eta: 2:00:50, time: 1.026, data_time: 0.008, memory: 6199, top1_acc: 0.6668, top5_acc: 0.8488, loss_cls: 1.4103, loss: 1.4103, grad_norm: 4.3778 2020-08-03 11:22:46,760 - mmaction - INFO - Epoch [249][620/940] lr: 9.631e-04, eta: 2:00:29, time: 1.002, data_time: 0.005, memory: 6199, top1_acc: 0.6600, top5_acc: 0.8422, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.3380 2020-08-03 11:23:06,878 - mmaction - INFO - Epoch [249][640/940] lr: 9.631e-04, eta: 2:00:09, time: 1.006, data_time: 0.010, memory: 6199, top1_acc: 0.6498, top5_acc: 0.8375, loss_cls: 1.4685, loss: 1.4685, grad_norm: 4.5860 2020-08-03 11:23:27,194 - mmaction - INFO - Epoch [249][660/940] lr: 9.631e-04, eta: 1:59:48, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8426, loss_cls: 1.4678, loss: 1.4678, grad_norm: 4.4493 2020-08-03 11:23:47,546 - mmaction - INFO - Epoch [249][680/940] lr: 9.631e-04, eta: 1:59:27, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8404, loss_cls: 1.4099, loss: 1.4099, grad_norm: 4.3401 2020-08-03 11:24:07,901 - mmaction - INFO - Epoch [249][700/940] lr: 9.631e-04, eta: 1:59:06, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8330, loss_cls: 1.4436, loss: 1.4436, grad_norm: 4.4089 2020-08-03 11:24:28,168 - mmaction - INFO - Epoch [249][720/940] lr: 9.631e-04, eta: 1:58:45, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.6674, top5_acc: 0.8430, loss_cls: 1.4144, loss: 1.4144, grad_norm: 4.3696 2020-08-03 11:24:48,664 - mmaction - INFO - Epoch [249][740/940] lr: 9.631e-04, eta: 1:58:24, time: 1.030, data_time: 0.009, memory: 6199, top1_acc: 0.6654, top5_acc: 0.8494, loss_cls: 1.4037, loss: 1.4037, grad_norm: 4.4088 2020-08-03 11:25:09,230 - mmaction - INFO - Epoch [249][760/940] lr: 9.631e-04, eta: 1:58:03, time: 1.028, data_time: 0.006, memory: 6199, top1_acc: 0.6564, top5_acc: 0.8402, loss_cls: 1.4327, loss: 1.4327, grad_norm: 4.4396 2020-08-03 11:25:29,533 - mmaction - INFO - Epoch [249][780/940] lr: 9.631e-04, eta: 1:57:42, time: 1.013, data_time: 0.002, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8461, loss_cls: 1.4206, loss: 1.4206, grad_norm: 4.3429 2020-08-03 11:25:49,651 - mmaction - INFO - Epoch [249][800/940] lr: 9.631e-04, eta: 1:57:21, time: 1.007, data_time: 0.004, memory: 6199, top1_acc: 0.6771, top5_acc: 0.8541, loss_cls: 1.3718, loss: 1.3718, grad_norm: 4.3269 2020-08-03 11:26:09,759 - mmaction - INFO - Epoch [249][820/940] lr: 9.631e-04, eta: 1:57:00, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.6576, top5_acc: 0.8426, loss_cls: 1.4339, loss: 1.4339, grad_norm: 4.4003 2020-08-03 11:26:30,147 - mmaction - INFO - Epoch [249][840/940] lr: 9.631e-04, eta: 1:56:39, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8488, loss_cls: 1.3982, loss: 1.3982, grad_norm: 4.3861 2020-08-03 11:26:50,202 - mmaction - INFO - Epoch [249][860/940] lr: 9.631e-04, eta: 1:56:18, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8498, loss_cls: 1.3879, loss: 1.3879, grad_norm: 4.3291 2020-08-03 11:27:11,294 - mmaction - INFO - Epoch [249][880/940] lr: 9.631e-04, eta: 1:55:57, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.6613, top5_acc: 0.8428, loss_cls: 1.4389, loss: 1.4389, grad_norm: 4.4022 2020-08-03 11:27:31,868 - mmaction - INFO - Epoch [249][900/940] lr: 9.631e-04, eta: 1:55:36, time: 1.029, data_time: 0.005, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4301, loss: 1.4301, grad_norm: 4.3719 2020-08-03 11:27:52,136 - mmaction - INFO - Epoch [249][920/940] lr: 9.631e-04, eta: 1:55:15, time: 1.012, data_time: 0.006, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8477, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.3547 2020-08-03 11:28:11,237 - mmaction - INFO - Epoch [249][940/940] lr: 9.631e-04, eta: 1:54:54, time: 0.955, data_time: 0.007, memory: 6199, top1_acc: 0.6583, top5_acc: 0.8486, loss_cls: 1.4179, loss: 1.4179, grad_norm: 4.3881 2020-08-03 11:28:41,603 - mmaction - INFO - Epoch [250][20/940] lr: 7.375e-04, eta: 1:54:33, time: 1.500, data_time: 0.444, memory: 6199, top1_acc: 0.6621, top5_acc: 0.8465, loss_cls: 1.4196, loss: 1.4196, grad_norm: 4.4153 2020-08-03 11:29:01,148 - mmaction - INFO - Epoch [250][40/940] lr: 7.375e-04, eta: 1:54:12, time: 0.978, data_time: 0.009, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8453, loss_cls: 1.4179, loss: 1.4179, grad_norm: 4.3660 2020-08-03 11:29:20,934 - mmaction - INFO - Epoch [250][60/940] lr: 7.375e-04, eta: 1:53:51, time: 0.987, data_time: 0.009, memory: 6199, top1_acc: 0.6459, top5_acc: 0.8354, loss_cls: 1.4903, loss: 1.4903, grad_norm: 4.5015 2020-08-03 11:29:41,390 - mmaction - INFO - Epoch [250][80/940] lr: 7.375e-04, eta: 1:53:30, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6730, top5_acc: 0.8453, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.3543 2020-08-03 11:30:01,581 - mmaction - INFO - Epoch [250][100/940] lr: 7.375e-04, eta: 1:53:09, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8479, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.3532 2020-08-03 11:30:22,216 - mmaction - INFO - Epoch [250][120/940] lr: 7.375e-04, eta: 1:52:48, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8479, loss_cls: 1.4002, loss: 1.4002, grad_norm: 4.4347 2020-08-03 11:30:42,998 - mmaction - INFO - Epoch [250][140/940] lr: 7.375e-04, eta: 1:52:27, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.6746, top5_acc: 0.8490, loss_cls: 1.3901, loss: 1.3901, grad_norm: 4.3254 2020-08-03 11:31:03,395 - mmaction - INFO - Epoch [250][160/940] lr: 7.375e-04, eta: 1:52:06, time: 1.023, data_time: 0.008, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4313, loss: 1.4313, grad_norm: 4.3747 2020-08-03 11:31:23,281 - mmaction - INFO - Epoch [250][180/940] lr: 7.375e-04, eta: 1:51:45, time: 0.995, data_time: 0.003, memory: 6199, top1_acc: 0.6516, top5_acc: 0.8377, loss_cls: 1.4777, loss: 1.4777, grad_norm: 4.4288 2020-08-03 11:31:43,088 - mmaction - INFO - Epoch [250][200/940] lr: 7.375e-04, eta: 1:51:24, time: 0.987, data_time: 0.006, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8422, loss_cls: 1.4308, loss: 1.4308, grad_norm: 4.3702 2020-08-03 11:32:02,897 - mmaction - INFO - Epoch [250][220/940] lr: 7.375e-04, eta: 1:51:03, time: 0.994, data_time: 0.008, memory: 6199, top1_acc: 0.6607, top5_acc: 0.8449, loss_cls: 1.4035, loss: 1.4035, grad_norm: 4.3525 2020-08-03 11:32:23,736 - mmaction - INFO - Epoch [250][240/940] lr: 7.375e-04, eta: 1:50:42, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8447, loss_cls: 1.4134, loss: 1.4134, grad_norm: 4.3477 2020-08-03 11:32:43,558 - mmaction - INFO - Epoch [250][260/940] lr: 7.375e-04, eta: 1:50:21, time: 0.990, data_time: 0.009, memory: 6199, top1_acc: 0.6693, top5_acc: 0.8422, loss_cls: 1.4083, loss: 1.4083, grad_norm: 4.3165 2020-08-03 11:33:03,933 - mmaction - INFO - Epoch [250][280/940] lr: 7.375e-04, eta: 1:50:00, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.6584, top5_acc: 0.8488, loss_cls: 1.4297, loss: 1.4297, grad_norm: 4.4185 2020-08-03 11:33:24,191 - mmaction - INFO - Epoch [250][300/940] lr: 7.375e-04, eta: 1:49:39, time: 1.011, data_time: 0.008, memory: 6199, top1_acc: 0.6678, top5_acc: 0.8496, loss_cls: 1.3939, loss: 1.3939, grad_norm: 4.3455 2020-08-03 11:33:45,161 - mmaction - INFO - Epoch [250][320/940] lr: 7.375e-04, eta: 1:49:19, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.6699, top5_acc: 0.8496, loss_cls: 1.3909, loss: 1.3909, grad_norm: 4.3998 2020-08-03 11:34:05,181 - mmaction - INFO - Epoch [250][340/940] lr: 7.375e-04, eta: 1:48:58, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.6607, top5_acc: 0.8482, loss_cls: 1.3968, loss: 1.3968, grad_norm: 4.3254 2020-08-03 11:34:25,156 - mmaction - INFO - Epoch [250][360/940] lr: 7.375e-04, eta: 1:48:37, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8467, loss_cls: 1.4406, loss: 1.4406, grad_norm: 4.4850 2020-08-03 11:34:46,202 - mmaction - INFO - Epoch [250][380/940] lr: 7.375e-04, eta: 1:48:16, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.6621, top5_acc: 0.8465, loss_cls: 1.4237, loss: 1.4237, grad_norm: 4.4064 2020-08-03 11:35:06,368 - mmaction - INFO - Epoch [250][400/940] lr: 7.375e-04, eta: 1:47:55, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.6705, top5_acc: 0.8432, loss_cls: 1.3996, loss: 1.3996, grad_norm: 4.3420 2020-08-03 11:35:26,592 - mmaction - INFO - Epoch [250][420/940] lr: 7.375e-04, eta: 1:47:34, time: 1.011, data_time: 0.004, memory: 6199, top1_acc: 0.6557, top5_acc: 0.8473, loss_cls: 1.4431, loss: 1.4431, grad_norm: 4.3925 2020-08-03 11:35:46,729 - mmaction - INFO - Epoch [250][440/940] lr: 7.375e-04, eta: 1:47:13, time: 1.006, data_time: 0.008, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8428, loss_cls: 1.4251, loss: 1.4251, grad_norm: 4.4605 2020-08-03 11:36:06,351 - mmaction - INFO - Epoch [250][460/940] lr: 7.375e-04, eta: 1:46:52, time: 0.984, data_time: 0.007, memory: 6199, top1_acc: 0.6619, top5_acc: 0.8496, loss_cls: 1.4058, loss: 1.4058, grad_norm: 4.4592 2020-08-03 11:36:26,077 - mmaction - INFO - Epoch [250][480/940] lr: 7.375e-04, eta: 1:46:31, time: 0.985, data_time: 0.006, memory: 6199, top1_acc: 0.6562, top5_acc: 0.8426, loss_cls: 1.4360, loss: 1.4360, grad_norm: 4.4408 2020-08-03 11:36:45,309 - mmaction - INFO - Epoch [250][500/940] lr: 7.375e-04, eta: 1:46:10, time: 0.962, data_time: 0.006, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4251, loss: 1.4251, grad_norm: 4.4036 2020-08-03 11:37:06,343 - mmaction - INFO - Epoch [250][520/940] lr: 7.375e-04, eta: 1:45:49, time: 1.054, data_time: 0.008, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8523, loss_cls: 1.3884, loss: 1.3884, grad_norm: 4.3815 2020-08-03 11:37:25,911 - mmaction - INFO - Epoch [250][540/940] lr: 7.375e-04, eta: 1:45:28, time: 0.978, data_time: 0.004, memory: 6199, top1_acc: 0.6686, top5_acc: 0.8504, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.3862 2020-08-03 11:37:45,845 - mmaction - INFO - Epoch [250][560/940] lr: 7.375e-04, eta: 1:45:07, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.6744, top5_acc: 0.8480, loss_cls: 1.3900, loss: 1.3900, grad_norm: 4.3570 2020-08-03 11:38:06,626 - mmaction - INFO - Epoch [250][580/940] lr: 7.375e-04, eta: 1:44:46, time: 1.038, data_time: 0.004, memory: 6199, top1_acc: 0.6662, top5_acc: 0.8391, loss_cls: 1.4349, loss: 1.4349, grad_norm: 4.3963 2020-08-03 11:38:26,999 - mmaction - INFO - Epoch [250][600/940] lr: 7.375e-04, eta: 1:44:25, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.6609, top5_acc: 0.8436, loss_cls: 1.4327, loss: 1.4327, grad_norm: 4.4598 2020-08-03 11:38:46,979 - mmaction - INFO - Epoch [250][620/940] lr: 7.375e-04, eta: 1:44:04, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.6734, top5_acc: 0.8574, loss_cls: 1.3577, loss: 1.3577, grad_norm: 4.3842 2020-08-03 11:39:06,513 - mmaction - INFO - Epoch [250][640/940] lr: 7.375e-04, eta: 1:43:43, time: 0.972, data_time: 0.005, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8398, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.3815 2020-08-03 11:39:27,099 - mmaction - INFO - Epoch [250][660/940] lr: 7.375e-04, eta: 1:43:22, time: 1.031, data_time: 0.007, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8469, loss_cls: 1.4331, loss: 1.4331, grad_norm: 4.4489 2020-08-03 11:39:47,809 - mmaction - INFO - Epoch [250][680/940] lr: 7.375e-04, eta: 1:43:01, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.6555, top5_acc: 0.8463, loss_cls: 1.4457, loss: 1.4457, grad_norm: 4.4845 2020-08-03 11:40:08,613 - mmaction - INFO - Epoch [250][700/940] lr: 7.375e-04, eta: 1:42:40, time: 1.038, data_time: 0.003, memory: 6199, top1_acc: 0.6623, top5_acc: 0.8467, loss_cls: 1.4248, loss: 1.4248, grad_norm: 4.4484 2020-08-03 11:40:28,973 - mmaction - INFO - Epoch [250][720/940] lr: 7.375e-04, eta: 1:42:19, time: 1.020, data_time: 0.004, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8469, loss_cls: 1.4050, loss: 1.4050, grad_norm: 4.4207 2020-08-03 11:40:50,209 - mmaction - INFO - Epoch [250][740/940] lr: 7.375e-04, eta: 1:41:58, time: 1.062, data_time: 0.006, memory: 6199, top1_acc: 0.6633, top5_acc: 0.8455, loss_cls: 1.3971, loss: 1.3971, grad_norm: 4.4350 2020-08-03 11:41:10,493 - mmaction - INFO - Epoch [250][760/940] lr: 7.375e-04, eta: 1:41:37, time: 1.012, data_time: 0.005, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8508, loss_cls: 1.4063, loss: 1.4063, grad_norm: 4.4446 2020-08-03 11:41:30,651 - mmaction - INFO - Epoch [250][780/940] lr: 7.375e-04, eta: 1:41:16, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8438, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.4896 2020-08-03 11:41:51,576 - mmaction - INFO - Epoch [250][800/940] lr: 7.375e-04, eta: 1:40:55, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8518, loss_cls: 1.4000, loss: 1.4000, grad_norm: 4.4653 2020-08-03 11:42:12,163 - mmaction - INFO - Epoch [250][820/940] lr: 7.375e-04, eta: 1:40:34, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.6666, top5_acc: 0.8494, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.3978 2020-08-03 11:42:32,508 - mmaction - INFO - Epoch [250][840/940] lr: 7.375e-04, eta: 1:40:13, time: 1.017, data_time: 0.008, memory: 6199, top1_acc: 0.6709, top5_acc: 0.8463, loss_cls: 1.3935, loss: 1.3935, grad_norm: 4.4084 2020-08-03 11:42:53,270 - mmaction - INFO - Epoch [250][860/940] lr: 7.375e-04, eta: 1:39:52, time: 1.040, data_time: 0.003, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8471, loss_cls: 1.3981, loss: 1.3981, grad_norm: 4.3577 2020-08-03 11:43:13,350 - mmaction - INFO - Epoch [250][880/940] lr: 7.375e-04, eta: 1:39:31, time: 1.004, data_time: 0.002, memory: 6199, top1_acc: 0.6697, top5_acc: 0.8488, loss_cls: 1.4051, loss: 1.4051, grad_norm: 4.3562 2020-08-03 11:43:33,646 - mmaction - INFO - Epoch [250][900/940] lr: 7.375e-04, eta: 1:39:10, time: 1.014, data_time: 0.004, memory: 6199, top1_acc: 0.6619, top5_acc: 0.8418, loss_cls: 1.4401, loss: 1.4401, grad_norm: 4.4201 2020-08-03 11:43:53,914 - mmaction - INFO - Epoch [250][920/940] lr: 7.375e-04, eta: 1:38:49, time: 1.012, data_time: 0.003, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8469, loss_cls: 1.4177, loss: 1.4177, grad_norm: 4.4537 2020-08-03 11:44:13,101 - mmaction - INFO - Epoch [250][940/940] lr: 7.375e-04, eta: 1:38:28, time: 0.958, data_time: 0.010, memory: 6199, top1_acc: 0.6615, top5_acc: 0.8419, loss_cls: 1.4238, loss: 1.4238, grad_norm: 4.4583 2020-08-03 11:44:43,158 - mmaction - INFO - Epoch [251][20/940] lr: 5.419e-04, eta: 1:38:08, time: 1.485, data_time: 0.494, memory: 6199, top1_acc: 0.6656, top5_acc: 0.8494, loss_cls: 1.4043, loss: 1.4043, grad_norm: 4.4616 2020-08-03 11:45:02,904 - mmaction - INFO - Epoch [251][40/940] lr: 5.419e-04, eta: 1:37:47, time: 0.986, data_time: 0.003, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8512, loss_cls: 1.3790, loss: 1.3790, grad_norm: 4.4127 2020-08-03 11:45:23,966 - mmaction - INFO - Epoch [251][60/940] lr: 5.419e-04, eta: 1:37:26, time: 1.052, data_time: 0.004, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8395, loss_cls: 1.4340, loss: 1.4340, grad_norm: 4.4154 2020-08-03 11:45:44,465 - mmaction - INFO - Epoch [251][80/940] lr: 5.419e-04, eta: 1:37:05, time: 1.026, data_time: 0.009, memory: 6199, top1_acc: 0.6658, top5_acc: 0.8494, loss_cls: 1.3803, loss: 1.3803, grad_norm: 4.3435 2020-08-03 11:46:05,012 - mmaction - INFO - Epoch [251][100/940] lr: 5.419e-04, eta: 1:36:44, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.6588, top5_acc: 0.8420, loss_cls: 1.4494, loss: 1.4494, grad_norm: 4.4021 2020-08-03 11:46:26,023 - mmaction - INFO - Epoch [251][120/940] lr: 5.419e-04, eta: 1:36:23, time: 1.050, data_time: 0.009, memory: 6199, top1_acc: 0.6729, top5_acc: 0.8521, loss_cls: 1.3655, loss: 1.3655, grad_norm: 4.3366 2020-08-03 11:46:47,211 - mmaction - INFO - Epoch [251][140/940] lr: 5.419e-04, eta: 1:36:02, time: 1.061, data_time: 0.007, memory: 6199, top1_acc: 0.6600, top5_acc: 0.8463, loss_cls: 1.4250, loss: 1.4250, grad_norm: 4.4039 2020-08-03 11:47:07,543 - mmaction - INFO - Epoch [251][160/940] lr: 5.419e-04, eta: 1:35:41, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6756, top5_acc: 0.8561, loss_cls: 1.3688, loss: 1.3688, grad_norm: 4.3609 2020-08-03 11:47:28,768 - mmaction - INFO - Epoch [251][180/940] lr: 5.419e-04, eta: 1:35:20, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.6713, top5_acc: 0.8451, loss_cls: 1.4094, loss: 1.4094, grad_norm: 4.4288 2020-08-03 11:47:48,945 - mmaction - INFO - Epoch [251][200/940] lr: 5.419e-04, eta: 1:34:59, time: 1.007, data_time: 0.006, memory: 6199, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4545, loss: 1.4545, grad_norm: 4.4722 2020-08-03 11:48:10,869 - mmaction - INFO - Epoch [251][220/940] lr: 5.419e-04, eta: 1:34:38, time: 1.095, data_time: 0.007, memory: 6199, top1_acc: 0.6625, top5_acc: 0.8373, loss_cls: 1.4497, loss: 1.4497, grad_norm: 4.3989 2020-08-03 11:48:30,950 - mmaction - INFO - Epoch [251][240/940] lr: 5.419e-04, eta: 1:34:17, time: 1.005, data_time: 0.007, memory: 6199, top1_acc: 0.6598, top5_acc: 0.8436, loss_cls: 1.4255, loss: 1.4255, grad_norm: 4.4071 2020-08-03 11:48:52,303 - mmaction - INFO - Epoch [251][260/940] lr: 5.419e-04, eta: 1:33:56, time: 1.068, data_time: 0.009, memory: 6199, top1_acc: 0.6572, top5_acc: 0.8416, loss_cls: 1.4272, loss: 1.4272, grad_norm: 4.4379 2020-08-03 11:49:13,982 - mmaction - INFO - Epoch [251][280/940] lr: 5.419e-04, eta: 1:33:35, time: 1.085, data_time: 0.005, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4200, loss: 1.4200, grad_norm: 4.4330 2020-08-03 11:49:34,917 - mmaction - INFO - Epoch [251][300/940] lr: 5.419e-04, eta: 1:33:14, time: 1.046, data_time: 0.008, memory: 6199, top1_acc: 0.6715, top5_acc: 0.8486, loss_cls: 1.3798, loss: 1.3798, grad_norm: 4.3738 2020-08-03 11:49:56,079 - mmaction - INFO - Epoch [251][320/940] lr: 5.419e-04, eta: 1:32:53, time: 1.057, data_time: 0.004, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8434, loss_cls: 1.4136, loss: 1.4136, grad_norm: 4.3234 2020-08-03 11:50:17,616 - mmaction - INFO - Epoch [251][340/940] lr: 5.419e-04, eta: 1:32:32, time: 1.078, data_time: 0.010, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.4546 2020-08-03 11:50:39,105 - mmaction - INFO - Epoch [251][360/940] lr: 5.419e-04, eta: 1:32:11, time: 1.076, data_time: 0.005, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8531, loss_cls: 1.4011, loss: 1.4011, grad_norm: 4.4320 2020-08-03 11:51:01,176 - mmaction - INFO - Epoch [251][380/940] lr: 5.419e-04, eta: 1:31:51, time: 1.102, data_time: 0.010, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8424, loss_cls: 1.4329, loss: 1.4329, grad_norm: 4.4458 2020-08-03 11:51:22,473 - mmaction - INFO - Epoch [251][400/940] lr: 5.419e-04, eta: 1:31:30, time: 1.068, data_time: 0.007, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8471, loss_cls: 1.4162, loss: 1.4162, grad_norm: 4.4395 2020-08-03 11:51:43,442 - mmaction - INFO - Epoch [251][420/940] lr: 5.419e-04, eta: 1:31:09, time: 1.045, data_time: 0.004, memory: 6199, top1_acc: 0.6744, top5_acc: 0.8494, loss_cls: 1.3836, loss: 1.3836, grad_norm: 4.3735 2020-08-03 11:52:04,262 - mmaction - INFO - Epoch [251][440/940] lr: 5.419e-04, eta: 1:30:48, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.6744, top5_acc: 0.8541, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.3048 2020-08-03 11:52:25,679 - mmaction - INFO - Epoch [251][460/940] lr: 5.419e-04, eta: 1:30:27, time: 1.070, data_time: 0.009, memory: 6199, top1_acc: 0.6795, top5_acc: 0.8494, loss_cls: 1.3728, loss: 1.3728, grad_norm: 4.3567 2020-08-03 11:52:46,407 - mmaction - INFO - Epoch [251][480/940] lr: 5.419e-04, eta: 1:30:06, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.6658, top5_acc: 0.8486, loss_cls: 1.4080, loss: 1.4080, grad_norm: 4.4023 2020-08-03 11:53:07,409 - mmaction - INFO - Epoch [251][500/940] lr: 5.419e-04, eta: 1:29:45, time: 1.051, data_time: 0.008, memory: 6199, top1_acc: 0.6676, top5_acc: 0.8510, loss_cls: 1.4041, loss: 1.4041, grad_norm: 4.4632 2020-08-03 11:53:28,206 - mmaction - INFO - Epoch [251][520/940] lr: 5.419e-04, eta: 1:29:24, time: 1.042, data_time: 0.009, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8416, loss_cls: 1.4426, loss: 1.4426, grad_norm: 4.4513 2020-08-03 11:53:50,633 - mmaction - INFO - Epoch [251][540/940] lr: 5.419e-04, eta: 1:29:03, time: 1.121, data_time: 0.002, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8371, loss_cls: 1.4487, loss: 1.4487, grad_norm: 4.4603 2020-08-03 11:54:10,846 - mmaction - INFO - Epoch [251][560/940] lr: 5.419e-04, eta: 1:28:42, time: 1.006, data_time: 0.006, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8484, loss_cls: 1.4144, loss: 1.4144, grad_norm: 4.4458 2020-08-03 11:54:30,993 - mmaction - INFO - Epoch [251][580/940] lr: 5.419e-04, eta: 1:28:21, time: 1.013, data_time: 0.008, memory: 6199, top1_acc: 0.6572, top5_acc: 0.8371, loss_cls: 1.4438, loss: 1.4438, grad_norm: 4.3766 2020-08-03 11:54:51,323 - mmaction - INFO - Epoch [251][600/940] lr: 5.419e-04, eta: 1:28:00, time: 1.014, data_time: 0.006, memory: 6199, top1_acc: 0.6771, top5_acc: 0.8486, loss_cls: 1.3770, loss: 1.3770, grad_norm: 4.3575 2020-08-03 11:55:11,553 - mmaction - INFO - Epoch [251][620/940] lr: 5.419e-04, eta: 1:27:39, time: 1.013, data_time: 0.006, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8492, loss_cls: 1.3933, loss: 1.3933, grad_norm: 4.3508 2020-08-03 11:55:31,859 - mmaction - INFO - Epoch [251][640/940] lr: 5.419e-04, eta: 1:27:18, time: 1.016, data_time: 0.004, memory: 6199, top1_acc: 0.6682, top5_acc: 0.8482, loss_cls: 1.3853, loss: 1.3853, grad_norm: 4.3951 2020-08-03 11:55:52,406 - mmaction - INFO - Epoch [251][660/940] lr: 5.419e-04, eta: 1:26:57, time: 1.027, data_time: 0.002, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8537, loss_cls: 1.3923, loss: 1.3923, grad_norm: 4.4689 2020-08-03 11:56:13,172 - mmaction - INFO - Epoch [251][680/940] lr: 5.419e-04, eta: 1:26:36, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8475, loss_cls: 1.3997, loss: 1.3997, grad_norm: 4.3798 2020-08-03 11:56:33,165 - mmaction - INFO - Epoch [251][700/940] lr: 5.419e-04, eta: 1:26:15, time: 0.999, data_time: 0.003, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8520, loss_cls: 1.3799, loss: 1.3799, grad_norm: 4.3999 2020-08-03 11:56:53,226 - mmaction - INFO - Epoch [251][720/940] lr: 5.419e-04, eta: 1:25:54, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.6768, top5_acc: 0.8459, loss_cls: 1.3712, loss: 1.3712, grad_norm: 4.2820 2020-08-03 11:57:13,829 - mmaction - INFO - Epoch [251][740/940] lr: 5.419e-04, eta: 1:25:33, time: 1.035, data_time: 0.008, memory: 6199, top1_acc: 0.6770, top5_acc: 0.8557, loss_cls: 1.3557, loss: 1.3557, grad_norm: 4.3737 2020-08-03 11:57:33,587 - mmaction - INFO - Epoch [251][760/940] lr: 5.419e-04, eta: 1:25:12, time: 0.987, data_time: 0.003, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8412, loss_cls: 1.4174, loss: 1.4174, grad_norm: 4.4598 2020-08-03 11:57:53,591 - mmaction - INFO - Epoch [251][780/940] lr: 5.419e-04, eta: 1:24:51, time: 1.002, data_time: 0.007, memory: 6199, top1_acc: 0.6469, top5_acc: 0.8457, loss_cls: 1.4490, loss: 1.4490, grad_norm: 4.4767 2020-08-03 11:58:14,031 - mmaction - INFO - Epoch [251][800/940] lr: 5.419e-04, eta: 1:24:30, time: 1.018, data_time: 0.003, memory: 6199, top1_acc: 0.6705, top5_acc: 0.8523, loss_cls: 1.3669, loss: 1.3669, grad_norm: 4.3635 2020-08-03 11:58:34,409 - mmaction - INFO - Epoch [251][820/940] lr: 5.419e-04, eta: 1:24:09, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8463, loss_cls: 1.3837, loss: 1.3837, grad_norm: 4.3998 2020-08-03 11:58:55,133 - mmaction - INFO - Epoch [251][840/940] lr: 5.419e-04, eta: 1:23:48, time: 1.035, data_time: 0.005, memory: 6199, top1_acc: 0.6703, top5_acc: 0.8502, loss_cls: 1.3847, loss: 1.3847, grad_norm: 4.3472 2020-08-03 11:59:15,759 - mmaction - INFO - Epoch [251][860/940] lr: 5.419e-04, eta: 1:23:27, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.6715, top5_acc: 0.8471, loss_cls: 1.3563, loss: 1.3563, grad_norm: 4.3125 2020-08-03 11:59:35,593 - mmaction - INFO - Epoch [251][880/940] lr: 5.419e-04, eta: 1:23:06, time: 0.989, data_time: 0.002, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8496, loss_cls: 1.4066, loss: 1.4066, grad_norm: 4.4072 2020-08-03 11:59:56,032 - mmaction - INFO - Epoch [251][900/940] lr: 5.419e-04, eta: 1:22:45, time: 1.024, data_time: 0.010, memory: 6199, top1_acc: 0.6719, top5_acc: 0.8482, loss_cls: 1.3828, loss: 1.3828, grad_norm: 4.4088 2020-08-03 12:00:20,518 - mmaction - INFO - Epoch [251][920/940] lr: 5.419e-04, eta: 1:22:25, time: 1.212, data_time: 0.004, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8492, loss_cls: 1.3888, loss: 1.3888, grad_norm: 4.4158 2020-08-03 12:00:39,301 - mmaction - INFO - Epoch [251][940/940] lr: 5.419e-04, eta: 1:22:04, time: 0.952, data_time: 0.023, memory: 6199, top1_acc: 0.6800, top5_acc: 0.8513, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.3204 2020-08-03 12:01:12,288 - mmaction - INFO - Epoch [252][20/940] lr: 3.764e-04, eta: 1:21:43, time: 1.623, data_time: 0.622, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8492, loss_cls: 1.3694, loss: 1.3694, grad_norm: 4.3619 2020-08-03 12:01:32,156 - mmaction - INFO - Epoch [252][40/940] lr: 3.764e-04, eta: 1:21:22, time: 0.995, data_time: 0.005, memory: 6199, top1_acc: 0.6711, top5_acc: 0.8467, loss_cls: 1.3924, loss: 1.3924, grad_norm: 4.4071 2020-08-03 12:01:53,343 - mmaction - INFO - Epoch [252][60/940] lr: 3.764e-04, eta: 1:21:01, time: 1.061, data_time: 0.004, memory: 6199, top1_acc: 0.6773, top5_acc: 0.8514, loss_cls: 1.3612, loss: 1.3612, grad_norm: 4.3306 2020-08-03 12:02:13,457 - mmaction - INFO - Epoch [252][80/940] lr: 3.764e-04, eta: 1:20:40, time: 1.002, data_time: 0.006, memory: 6199, top1_acc: 0.6557, top5_acc: 0.8420, loss_cls: 1.4517, loss: 1.4517, grad_norm: 4.4389 2020-08-03 12:02:36,003 - mmaction - INFO - Epoch [252][100/940] lr: 3.764e-04, eta: 1:20:19, time: 1.131, data_time: 0.007, memory: 6199, top1_acc: 0.6701, top5_acc: 0.8523, loss_cls: 1.3645, loss: 1.3645, grad_norm: 4.3771 2020-08-03 12:02:55,841 - mmaction - INFO - Epoch [252][120/940] lr: 3.764e-04, eta: 1:19:58, time: 0.988, data_time: 0.006, memory: 6199, top1_acc: 0.6715, top5_acc: 0.8553, loss_cls: 1.3597, loss: 1.3597, grad_norm: 4.4403 2020-08-03 12:03:15,785 - mmaction - INFO - Epoch [252][140/940] lr: 3.764e-04, eta: 1:19:37, time: 0.999, data_time: 0.007, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8457, loss_cls: 1.4264, loss: 1.4264, grad_norm: 4.4563 2020-08-03 12:03:37,358 - mmaction - INFO - Epoch [252][160/940] lr: 3.764e-04, eta: 1:19:16, time: 1.078, data_time: 0.007, memory: 6199, top1_acc: 0.6752, top5_acc: 0.8561, loss_cls: 1.3489, loss: 1.3489, grad_norm: 4.3525 2020-08-03 12:03:57,313 - mmaction - INFO - Epoch [252][180/940] lr: 3.764e-04, eta: 1:18:55, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.6705, top5_acc: 0.8480, loss_cls: 1.3739, loss: 1.3739, grad_norm: 4.3986 2020-08-03 12:04:18,313 - mmaction - INFO - Epoch [252][200/940] lr: 3.764e-04, eta: 1:18:34, time: 1.052, data_time: 0.008, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8527, loss_cls: 1.3917, loss: 1.3917, grad_norm: 4.4831 2020-08-03 12:04:38,986 - mmaction - INFO - Epoch [252][220/940] lr: 3.764e-04, eta: 1:18:13, time: 1.030, data_time: 0.005, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8486, loss_cls: 1.3908, loss: 1.3908, grad_norm: 4.4465 2020-08-03 12:04:59,233 - mmaction - INFO - Epoch [252][240/940] lr: 3.764e-04, eta: 1:17:52, time: 1.015, data_time: 0.008, memory: 6199, top1_acc: 0.6662, top5_acc: 0.8475, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.4225 2020-08-03 12:05:19,888 - mmaction - INFO - Epoch [252][260/940] lr: 3.764e-04, eta: 1:17:31, time: 1.032, data_time: 0.003, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8441, loss_cls: 1.4096, loss: 1.4096, grad_norm: 4.4729 2020-08-03 12:05:40,237 - mmaction - INFO - Epoch [252][280/940] lr: 3.764e-04, eta: 1:17:10, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6705, top5_acc: 0.8453, loss_cls: 1.4071, loss: 1.4071, grad_norm: 4.4248 2020-08-03 12:06:00,271 - mmaction - INFO - Epoch [252][300/940] lr: 3.764e-04, eta: 1:16:49, time: 1.004, data_time: 0.007, memory: 6199, top1_acc: 0.6730, top5_acc: 0.8473, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.3850 2020-08-03 12:06:20,798 - mmaction - INFO - Epoch [252][320/940] lr: 3.764e-04, eta: 1:16:28, time: 1.026, data_time: 0.003, memory: 6199, top1_acc: 0.6791, top5_acc: 0.8559, loss_cls: 1.3487, loss: 1.3487, grad_norm: 4.3507 2020-08-03 12:06:41,699 - mmaction - INFO - Epoch [252][340/940] lr: 3.764e-04, eta: 1:16:08, time: 1.043, data_time: 0.007, memory: 6199, top1_acc: 0.6666, top5_acc: 0.8504, loss_cls: 1.3940, loss: 1.3940, grad_norm: 4.4275 2020-08-03 12:07:01,549 - mmaction - INFO - Epoch [252][360/940] lr: 3.764e-04, eta: 1:15:47, time: 0.994, data_time: 0.007, memory: 6199, top1_acc: 0.6547, top5_acc: 0.8389, loss_cls: 1.4407, loss: 1.4407, grad_norm: 4.4899 2020-08-03 12:07:21,607 - mmaction - INFO - Epoch [252][380/940] lr: 3.764e-04, eta: 1:15:26, time: 1.004, data_time: 0.004, memory: 6199, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.4080, loss: 1.4080, grad_norm: 4.5082 2020-08-03 12:07:41,934 - mmaction - INFO - Epoch [252][400/940] lr: 3.764e-04, eta: 1:15:05, time: 1.016, data_time: 0.009, memory: 6199, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3596, loss: 1.3596, grad_norm: 4.4080 2020-08-03 12:08:02,573 - mmaction - INFO - Epoch [252][420/940] lr: 3.764e-04, eta: 1:14:44, time: 1.032, data_time: 0.008, memory: 6199, top1_acc: 0.6680, top5_acc: 0.8514, loss_cls: 1.3889, loss: 1.3889, grad_norm: 4.3995 2020-08-03 12:08:22,688 - mmaction - INFO - Epoch [252][440/940] lr: 3.764e-04, eta: 1:14:23, time: 1.006, data_time: 0.004, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8508, loss_cls: 1.3856, loss: 1.3856, grad_norm: 4.4351 2020-08-03 12:08:43,540 - mmaction - INFO - Epoch [252][460/940] lr: 3.764e-04, eta: 1:14:02, time: 1.040, data_time: 0.007, memory: 6199, top1_acc: 0.6752, top5_acc: 0.8539, loss_cls: 1.3631, loss: 1.3631, grad_norm: 4.4585 2020-08-03 12:09:03,658 - mmaction - INFO - Epoch [252][480/940] lr: 3.764e-04, eta: 1:13:41, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3637, loss: 1.3637, grad_norm: 4.4321 2020-08-03 12:09:23,808 - mmaction - INFO - Epoch [252][500/940] lr: 3.764e-04, eta: 1:13:20, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8395, loss_cls: 1.4194, loss: 1.4194, grad_norm: 4.4439 2020-08-03 12:09:44,093 - mmaction - INFO - Epoch [252][520/940] lr: 3.764e-04, eta: 1:12:59, time: 1.015, data_time: 0.007, memory: 6199, top1_acc: 0.6727, top5_acc: 0.8473, loss_cls: 1.3954, loss: 1.3954, grad_norm: 4.4240 2020-08-03 12:10:04,891 - mmaction - INFO - Epoch [252][540/940] lr: 3.764e-04, eta: 1:12:38, time: 1.039, data_time: 0.007, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8494, loss_cls: 1.4089, loss: 1.4089, grad_norm: 4.4696 2020-08-03 12:10:24,798 - mmaction - INFO - Epoch [252][560/940] lr: 3.764e-04, eta: 1:12:17, time: 0.996, data_time: 0.004, memory: 6199, top1_acc: 0.6670, top5_acc: 0.8449, loss_cls: 1.4024, loss: 1.4024, grad_norm: 4.4125 2020-08-03 12:10:45,499 - mmaction - INFO - Epoch [252][580/940] lr: 3.764e-04, eta: 1:11:56, time: 1.035, data_time: 0.006, memory: 6199, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4243, loss: 1.4243, grad_norm: 4.4589 2020-08-03 12:11:06,313 - mmaction - INFO - Epoch [252][600/940] lr: 3.764e-04, eta: 1:11:35, time: 1.041, data_time: 0.004, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8494, loss_cls: 1.3875, loss: 1.3875, grad_norm: 4.4329 2020-08-03 12:11:26,546 - mmaction - INFO - Epoch [252][620/940] lr: 3.764e-04, eta: 1:11:14, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8484, loss_cls: 1.4307, loss: 1.4307, grad_norm: 4.5012 2020-08-03 12:11:46,296 - mmaction - INFO - Epoch [252][640/940] lr: 3.764e-04, eta: 1:10:53, time: 0.988, data_time: 0.008, memory: 6199, top1_acc: 0.6771, top5_acc: 0.8500, loss_cls: 1.3896, loss: 1.3896, grad_norm: 4.4726 2020-08-03 12:12:07,385 - mmaction - INFO - Epoch [252][660/940] lr: 3.764e-04, eta: 1:10:32, time: 1.055, data_time: 0.002, memory: 6199, top1_acc: 0.6666, top5_acc: 0.8488, loss_cls: 1.4004, loss: 1.4004, grad_norm: 4.4556 2020-08-03 12:12:27,920 - mmaction - INFO - Epoch [252][680/940] lr: 3.764e-04, eta: 1:10:11, time: 1.026, data_time: 0.002, memory: 6199, top1_acc: 0.6687, top5_acc: 0.8436, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.3835 2020-08-03 12:12:48,539 - mmaction - INFO - Epoch [252][700/940] lr: 3.764e-04, eta: 1:09:50, time: 1.030, data_time: 0.006, memory: 6199, top1_acc: 0.6674, top5_acc: 0.8494, loss_cls: 1.3882, loss: 1.3882, grad_norm: 4.4389 2020-08-03 12:13:09,181 - mmaction - INFO - Epoch [252][720/940] lr: 3.764e-04, eta: 1:09:29, time: 1.033, data_time: 0.004, memory: 6199, top1_acc: 0.6621, top5_acc: 0.8412, loss_cls: 1.4309, loss: 1.4309, grad_norm: 4.4836 2020-08-03 12:13:29,591 - mmaction - INFO - Epoch [252][740/940] lr: 3.764e-04, eta: 1:09:08, time: 1.019, data_time: 0.008, memory: 6199, top1_acc: 0.6809, top5_acc: 0.8572, loss_cls: 1.3525, loss: 1.3525, grad_norm: 4.3888 2020-08-03 12:13:50,296 - mmaction - INFO - Epoch [252][760/940] lr: 3.764e-04, eta: 1:08:47, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.6666, top5_acc: 0.8445, loss_cls: 1.4159, loss: 1.4159, grad_norm: 4.3955 2020-08-03 12:14:10,010 - mmaction - INFO - Epoch [252][780/940] lr: 3.764e-04, eta: 1:08:26, time: 0.983, data_time: 0.006, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8387, loss_cls: 1.4536, loss: 1.4536, grad_norm: 4.5228 2020-08-03 12:14:30,312 - mmaction - INFO - Epoch [252][800/940] lr: 3.764e-04, eta: 1:08:05, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8512, loss_cls: 1.3974, loss: 1.3974, grad_norm: 4.3985 2020-08-03 12:14:51,223 - mmaction - INFO - Epoch [252][820/940] lr: 3.764e-04, eta: 1:07:44, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.6695, top5_acc: 0.8449, loss_cls: 1.4107, loss: 1.4107, grad_norm: 4.4134 2020-08-03 12:15:11,434 - mmaction - INFO - Epoch [252][840/940] lr: 3.764e-04, eta: 1:07:23, time: 1.013, data_time: 0.007, memory: 6199, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4088, loss: 1.4088, grad_norm: 4.3601 2020-08-03 12:15:31,831 - mmaction - INFO - Epoch [252][860/940] lr: 3.764e-04, eta: 1:07:02, time: 1.018, data_time: 0.006, memory: 6199, top1_acc: 0.6732, top5_acc: 0.8492, loss_cls: 1.3721, loss: 1.3721, grad_norm: 4.3349 2020-08-03 12:15:52,544 - mmaction - INFO - Epoch [252][880/940] lr: 3.764e-04, eta: 1:06:41, time: 1.035, data_time: 0.004, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8496, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.3834 2020-08-03 12:16:12,654 - mmaction - INFO - Epoch [252][900/940] lr: 3.764e-04, eta: 1:06:21, time: 1.007, data_time: 0.007, memory: 6199, top1_acc: 0.6682, top5_acc: 0.8471, loss_cls: 1.3959, loss: 1.3959, grad_norm: 4.4424 2020-08-03 12:16:32,612 - mmaction - INFO - Epoch [252][920/940] lr: 3.764e-04, eta: 1:06:00, time: 0.998, data_time: 0.005, memory: 6199, top1_acc: 0.6820, top5_acc: 0.8527, loss_cls: 1.3471, loss: 1.3471, grad_norm: 4.3312 2020-08-03 12:16:52,552 - mmaction - INFO - Epoch [252][940/940] lr: 3.764e-04, eta: 1:05:39, time: 0.996, data_time: 0.005, memory: 6199, top1_acc: 0.6763, top5_acc: 0.8496, loss_cls: 1.3933, loss: 1.3933, grad_norm: 4.5156 2020-08-03 12:16:52,872 - mmaction - INFO - Saving checkpoint at 252 epochs 2020-08-03 12:17:22,608 - mmaction - INFO - Epoch [253][20/940] lr: 2.409e-04, eta: 1:05:18, time: 1.421, data_time: 0.415, memory: 6199, top1_acc: 0.6680, top5_acc: 0.8441, loss_cls: 1.4032, loss: 1.4032, grad_norm: 4.4703 2020-08-03 12:17:42,126 - mmaction - INFO - Epoch [253][40/940] lr: 2.409e-04, eta: 1:04:57, time: 0.974, data_time: 0.006, memory: 6199, top1_acc: 0.6680, top5_acc: 0.8502, loss_cls: 1.4195, loss: 1.4195, grad_norm: 4.4568 2020-08-03 12:18:03,615 - mmaction - INFO - Epoch [253][60/940] lr: 2.409e-04, eta: 1:04:36, time: 1.074, data_time: 0.007, memory: 6199, top1_acc: 0.6648, top5_acc: 0.8451, loss_cls: 1.4151, loss: 1.4151, grad_norm: 4.5000 2020-08-03 12:18:24,422 - mmaction - INFO - Epoch [253][80/940] lr: 2.409e-04, eta: 1:04:15, time: 1.042, data_time: 0.007, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8439, loss_cls: 1.4223, loss: 1.4223, grad_norm: 4.4705 2020-08-03 12:18:46,090 - mmaction - INFO - Epoch [253][100/940] lr: 2.409e-04, eta: 1:03:54, time: 1.082, data_time: 0.008, memory: 6199, top1_acc: 0.6725, top5_acc: 0.8504, loss_cls: 1.3920, loss: 1.3920, grad_norm: 4.4447 2020-08-03 12:19:06,813 - mmaction - INFO - Epoch [253][120/940] lr: 2.409e-04, eta: 1:03:33, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.6717, top5_acc: 0.8471, loss_cls: 1.3804, loss: 1.3804, grad_norm: 4.3837 2020-08-03 12:19:28,279 - mmaction - INFO - Epoch [253][140/940] lr: 2.409e-04, eta: 1:03:12, time: 1.076, data_time: 0.008, memory: 6199, top1_acc: 0.6648, top5_acc: 0.8418, loss_cls: 1.4208, loss: 1.4208, grad_norm: 4.4451 2020-08-03 12:19:49,567 - mmaction - INFO - Epoch [253][160/940] lr: 2.409e-04, eta: 1:02:51, time: 1.062, data_time: 0.003, memory: 6199, top1_acc: 0.6814, top5_acc: 0.8590, loss_cls: 1.3370, loss: 1.3370, grad_norm: 4.3800 2020-08-03 12:20:10,507 - mmaction - INFO - Epoch [253][180/940] lr: 2.409e-04, eta: 1:02:30, time: 1.050, data_time: 0.008, memory: 6199, top1_acc: 0.6725, top5_acc: 0.8521, loss_cls: 1.3788, loss: 1.3788, grad_norm: 4.3982 2020-08-03 12:20:30,831 - mmaction - INFO - Epoch [253][200/940] lr: 2.409e-04, eta: 1:02:09, time: 1.015, data_time: 0.003, memory: 6199, top1_acc: 0.6594, top5_acc: 0.8420, loss_cls: 1.4345, loss: 1.4345, grad_norm: 4.4824 2020-08-03 12:20:52,307 - mmaction - INFO - Epoch [253][220/940] lr: 2.409e-04, eta: 1:01:48, time: 1.073, data_time: 0.004, memory: 6199, top1_acc: 0.6764, top5_acc: 0.8467, loss_cls: 1.3889, loss: 1.3889, grad_norm: 4.3716 2020-08-03 12:21:13,407 - mmaction - INFO - Epoch [253][240/940] lr: 2.409e-04, eta: 1:01:27, time: 1.056, data_time: 0.011, memory: 6199, top1_acc: 0.6703, top5_acc: 0.8475, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.3926 2020-08-03 12:21:34,569 - mmaction - INFO - Epoch [253][260/940] lr: 2.409e-04, eta: 1:01:06, time: 1.059, data_time: 0.005, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8395, loss_cls: 1.4247, loss: 1.4247, grad_norm: 4.4194 2020-08-03 12:21:55,681 - mmaction - INFO - Epoch [253][280/940] lr: 2.409e-04, eta: 1:00:45, time: 1.054, data_time: 0.007, memory: 6199, top1_acc: 0.6809, top5_acc: 0.8516, loss_cls: 1.3571, loss: 1.3571, grad_norm: 4.3975 2020-08-03 12:22:15,794 - mmaction - INFO - Epoch [253][300/940] lr: 2.409e-04, eta: 1:00:24, time: 1.006, data_time: 0.007, memory: 6199, top1_acc: 0.6746, top5_acc: 0.8537, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.3952 2020-08-03 12:22:36,101 - mmaction - INFO - Epoch [253][320/940] lr: 2.409e-04, eta: 1:00:03, time: 1.017, data_time: 0.010, memory: 6199, top1_acc: 0.6770, top5_acc: 0.8559, loss_cls: 1.3624, loss: 1.3624, grad_norm: 4.3511 2020-08-03 12:22:56,445 - mmaction - INFO - Epoch [253][340/940] lr: 2.409e-04, eta: 0:59:42, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.6631, top5_acc: 0.8438, loss_cls: 1.4141, loss: 1.4141, grad_norm: 4.4628 2020-08-03 12:23:17,299 - mmaction - INFO - Epoch [253][360/940] lr: 2.409e-04, eta: 0:59:22, time: 1.045, data_time: 0.008, memory: 6199, top1_acc: 0.6719, top5_acc: 0.8457, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.4873 2020-08-03 12:23:37,912 - mmaction - INFO - Epoch [253][380/940] lr: 2.409e-04, eta: 0:59:01, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.6629, top5_acc: 0.8471, loss_cls: 1.4234, loss: 1.4234, grad_norm: 4.4844 2020-08-03 12:23:57,360 - mmaction - INFO - Epoch [253][400/940] lr: 2.409e-04, eta: 0:58:40, time: 0.974, data_time: 0.007, memory: 6199, top1_acc: 0.6613, top5_acc: 0.8453, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.5097 2020-08-03 12:24:17,226 - mmaction - INFO - Epoch [253][420/940] lr: 2.409e-04, eta: 0:58:19, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.6729, top5_acc: 0.8514, loss_cls: 1.3722, loss: 1.3722, grad_norm: 4.4119 2020-08-03 12:24:37,807 - mmaction - INFO - Epoch [253][440/940] lr: 2.409e-04, eta: 0:57:58, time: 1.028, data_time: 0.003, memory: 6199, top1_acc: 0.6648, top5_acc: 0.8424, loss_cls: 1.4101, loss: 1.4101, grad_norm: 4.4413 2020-08-03 12:24:58,110 - mmaction - INFO - Epoch [253][460/940] lr: 2.409e-04, eta: 0:57:37, time: 1.016, data_time: 0.008, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8434, loss_cls: 1.4171, loss: 1.4171, grad_norm: 4.4494 2020-08-03 12:25:18,537 - mmaction - INFO - Epoch [253][480/940] lr: 2.409e-04, eta: 0:57:16, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.6697, top5_acc: 0.8486, loss_cls: 1.3844, loss: 1.3844, grad_norm: 4.3963 2020-08-03 12:25:39,016 - mmaction - INFO - Epoch [253][500/940] lr: 2.409e-04, eta: 0:56:55, time: 1.023, data_time: 0.002, memory: 6199, top1_acc: 0.6672, top5_acc: 0.8473, loss_cls: 1.3864, loss: 1.3864, grad_norm: 4.4215 2020-08-03 12:25:59,531 - mmaction - INFO - Epoch [253][520/940] lr: 2.409e-04, eta: 0:56:34, time: 1.024, data_time: 0.007, memory: 6199, top1_acc: 0.6678, top5_acc: 0.8436, loss_cls: 1.3931, loss: 1.3931, grad_norm: 4.3706 2020-08-03 12:26:19,680 - mmaction - INFO - Epoch [253][540/940] lr: 2.409e-04, eta: 0:56:13, time: 1.009, data_time: 0.008, memory: 6199, top1_acc: 0.6631, top5_acc: 0.8502, loss_cls: 1.4222, loss: 1.4222, grad_norm: 4.4251 2020-08-03 12:26:39,794 - mmaction - INFO - Epoch [253][560/940] lr: 2.409e-04, eta: 0:55:52, time: 1.005, data_time: 0.004, memory: 6199, top1_acc: 0.6717, top5_acc: 0.8465, loss_cls: 1.4086, loss: 1.4086, grad_norm: 4.4323 2020-08-03 12:27:00,574 - mmaction - INFO - Epoch [253][580/940] lr: 2.409e-04, eta: 0:55:31, time: 1.038, data_time: 0.009, memory: 6199, top1_acc: 0.6645, top5_acc: 0.8459, loss_cls: 1.4067, loss: 1.4067, grad_norm: 4.4828 2020-08-03 12:27:20,513 - mmaction - INFO - Epoch [253][600/940] lr: 2.409e-04, eta: 0:55:10, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8445, loss_cls: 1.4194, loss: 1.4194, grad_norm: 4.4896 2020-08-03 12:27:41,003 - mmaction - INFO - Epoch [253][620/940] lr: 2.409e-04, eta: 0:54:49, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8455, loss_cls: 1.4015, loss: 1.4015, grad_norm: 4.4547 2020-08-03 12:28:01,607 - mmaction - INFO - Epoch [253][640/940] lr: 2.409e-04, eta: 0:54:28, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.6678, top5_acc: 0.8490, loss_cls: 1.3823, loss: 1.3823, grad_norm: 4.4007 2020-08-03 12:28:21,655 - mmaction - INFO - Epoch [253][660/940] lr: 2.409e-04, eta: 0:54:07, time: 1.004, data_time: 0.005, memory: 6199, top1_acc: 0.6736, top5_acc: 0.8443, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.4617 2020-08-03 12:28:42,146 - mmaction - INFO - Epoch [253][680/940] lr: 2.409e-04, eta: 0:53:46, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.6568, top5_acc: 0.8436, loss_cls: 1.4243, loss: 1.4243, grad_norm: 4.5035 2020-08-03 12:29:01,981 - mmaction - INFO - Epoch [253][700/940] lr: 2.409e-04, eta: 0:53:25, time: 0.994, data_time: 0.006, memory: 6199, top1_acc: 0.6719, top5_acc: 0.8459, loss_cls: 1.4048, loss: 1.4048, grad_norm: 4.4030 2020-08-03 12:29:22,537 - mmaction - INFO - Epoch [253][720/940] lr: 2.409e-04, eta: 0:53:04, time: 1.028, data_time: 0.007, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8455, loss_cls: 1.4108, loss: 1.4108, grad_norm: 4.4430 2020-08-03 12:29:42,616 - mmaction - INFO - Epoch [253][740/940] lr: 2.409e-04, eta: 0:52:43, time: 1.001, data_time: 0.008, memory: 6199, top1_acc: 0.6785, top5_acc: 0.8562, loss_cls: 1.3595, loss: 1.3595, grad_norm: 4.3686 2020-08-03 12:30:02,991 - mmaction - INFO - Epoch [253][760/940] lr: 2.409e-04, eta: 0:52:22, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8521, loss_cls: 1.3989, loss: 1.3989, grad_norm: 4.4753 2020-08-03 12:30:23,266 - mmaction - INFO - Epoch [253][780/940] lr: 2.409e-04, eta: 0:52:01, time: 1.013, data_time: 0.004, memory: 6199, top1_acc: 0.6637, top5_acc: 0.8463, loss_cls: 1.4182, loss: 1.4182, grad_norm: 4.4897 2020-08-03 12:30:43,824 - mmaction - INFO - Epoch [253][800/940] lr: 2.409e-04, eta: 0:51:40, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.6697, top5_acc: 0.8449, loss_cls: 1.4183, loss: 1.4183, grad_norm: 4.4495 2020-08-03 12:31:04,124 - mmaction - INFO - Epoch [253][820/940] lr: 2.409e-04, eta: 0:51:19, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6590, top5_acc: 0.8410, loss_cls: 1.4376, loss: 1.4376, grad_norm: 4.4717 2020-08-03 12:31:24,689 - mmaction - INFO - Epoch [253][840/940] lr: 2.409e-04, eta: 0:50:58, time: 1.027, data_time: 0.003, memory: 6199, top1_acc: 0.6598, top5_acc: 0.8461, loss_cls: 1.4134, loss: 1.4134, grad_norm: 4.4390 2020-08-03 12:31:45,728 - mmaction - INFO - Epoch [253][860/940] lr: 2.409e-04, eta: 0:50:38, time: 1.052, data_time: 0.009, memory: 6199, top1_acc: 0.6699, top5_acc: 0.8467, loss_cls: 1.4030, loss: 1.4030, grad_norm: 4.4341 2020-08-03 12:32:06,665 - mmaction - INFO - Epoch [253][880/940] lr: 2.409e-04, eta: 0:50:17, time: 1.050, data_time: 0.007, memory: 6199, top1_acc: 0.6668, top5_acc: 0.8410, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.4626 2020-08-03 12:32:26,808 - mmaction - INFO - Epoch [253][900/940] lr: 2.409e-04, eta: 0:49:56, time: 1.007, data_time: 0.002, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8484, loss_cls: 1.3988, loss: 1.3988, grad_norm: 4.3865 2020-08-03 12:32:46,738 - mmaction - INFO - Epoch [253][920/940] lr: 2.409e-04, eta: 0:49:35, time: 0.996, data_time: 0.003, memory: 6199, top1_acc: 0.6672, top5_acc: 0.8438, loss_cls: 1.4172, loss: 1.4172, grad_norm: 4.4417 2020-08-03 12:33:06,082 - mmaction - INFO - Epoch [253][940/940] lr: 2.409e-04, eta: 0:49:14, time: 0.966, data_time: 0.007, memory: 6199, top1_acc: 0.6640, top5_acc: 0.8456, loss_cls: 1.4138, loss: 1.4138, grad_norm: 4.5060 2020-08-03 12:33:36,252 - mmaction - INFO - Epoch [254][20/940] lr: 1.355e-04, eta: 0:48:53, time: 1.489, data_time: 0.479, memory: 6199, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3511, loss: 1.3511, grad_norm: 4.3683 2020-08-03 12:33:55,773 - mmaction - INFO - Epoch [254][40/940] lr: 1.355e-04, eta: 0:48:32, time: 0.973, data_time: 0.006, memory: 6199, top1_acc: 0.6781, top5_acc: 0.8600, loss_cls: 1.3358, loss: 1.3358, grad_norm: 4.3959 2020-08-03 12:34:16,838 - mmaction - INFO - Epoch [254][60/940] lr: 1.355e-04, eta: 0:48:11, time: 1.055, data_time: 0.008, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8457, loss_cls: 1.3990, loss: 1.3990, grad_norm: 4.3954 2020-08-03 12:34:38,065 - mmaction - INFO - Epoch [254][80/940] lr: 1.355e-04, eta: 0:47:50, time: 1.060, data_time: 0.009, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8520, loss_cls: 1.3855, loss: 1.3855, grad_norm: 4.3814 2020-08-03 12:34:57,889 - mmaction - INFO - Epoch [254][100/940] lr: 1.355e-04, eta: 0:47:29, time: 0.993, data_time: 0.007, memory: 6199, top1_acc: 0.6607, top5_acc: 0.8432, loss_cls: 1.4148, loss: 1.4148, grad_norm: 4.4860 2020-08-03 12:35:19,690 - mmaction - INFO - Epoch [254][120/940] lr: 1.355e-04, eta: 0:47:08, time: 1.089, data_time: 0.008, memory: 6199, top1_acc: 0.6619, top5_acc: 0.8426, loss_cls: 1.4144, loss: 1.4144, grad_norm: 4.3892 2020-08-03 12:35:40,303 - mmaction - INFO - Epoch [254][140/940] lr: 1.355e-04, eta: 0:46:47, time: 1.030, data_time: 0.007, memory: 6199, top1_acc: 0.6559, top5_acc: 0.8494, loss_cls: 1.4157, loss: 1.4157, grad_norm: 4.5051 2020-08-03 12:36:00,898 - mmaction - INFO - Epoch [254][160/940] lr: 1.355e-04, eta: 0:46:26, time: 1.032, data_time: 0.011, memory: 6199, top1_acc: 0.6693, top5_acc: 0.8477, loss_cls: 1.3870, loss: 1.3870, grad_norm: 4.3782 2020-08-03 12:36:21,518 - mmaction - INFO - Epoch [254][180/940] lr: 1.355e-04, eta: 0:46:05, time: 1.031, data_time: 0.003, memory: 6199, top1_acc: 0.6676, top5_acc: 0.8545, loss_cls: 1.3707, loss: 1.3707, grad_norm: 4.4108 2020-08-03 12:36:43,178 - mmaction - INFO - Epoch [254][200/940] lr: 1.355e-04, eta: 0:45:44, time: 1.082, data_time: 0.007, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8480, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.4123 2020-08-03 12:37:04,794 - mmaction - INFO - Epoch [254][220/940] lr: 1.355e-04, eta: 0:45:23, time: 1.079, data_time: 0.009, memory: 6199, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.3964, loss: 1.3964, grad_norm: 4.4032 2020-08-03 12:37:27,003 - mmaction - INFO - Epoch [254][240/940] lr: 1.355e-04, eta: 0:45:02, time: 1.110, data_time: 0.008, memory: 6199, top1_acc: 0.6699, top5_acc: 0.8490, loss_cls: 1.3918, loss: 1.3918, grad_norm: 4.4575 2020-08-03 12:37:47,515 - mmaction - INFO - Epoch [254][260/940] lr: 1.355e-04, eta: 0:44:41, time: 1.027, data_time: 0.009, memory: 6199, top1_acc: 0.6619, top5_acc: 0.8486, loss_cls: 1.4051, loss: 1.4051, grad_norm: 4.4468 2020-08-03 12:38:08,293 - mmaction - INFO - Epoch [254][280/940] lr: 1.355e-04, eta: 0:44:20, time: 1.039, data_time: 0.006, memory: 6199, top1_acc: 0.6607, top5_acc: 0.8387, loss_cls: 1.4449, loss: 1.4449, grad_norm: 4.4359 2020-08-03 12:38:30,309 - mmaction - INFO - Epoch [254][300/940] lr: 1.355e-04, eta: 0:43:59, time: 1.102, data_time: 0.007, memory: 6199, top1_acc: 0.6760, top5_acc: 0.8486, loss_cls: 1.3578, loss: 1.3578, grad_norm: 4.4768 2020-08-03 12:38:51,557 - mmaction - INFO - Epoch [254][320/940] lr: 1.355e-04, eta: 0:43:39, time: 1.063, data_time: 0.005, memory: 6199, top1_acc: 0.6611, top5_acc: 0.8457, loss_cls: 1.4132, loss: 1.4132, grad_norm: 4.4828 2020-08-03 12:39:11,935 - mmaction - INFO - Epoch [254][340/940] lr: 1.355e-04, eta: 0:43:18, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.6785, top5_acc: 0.8498, loss_cls: 1.3473, loss: 1.3473, grad_norm: 4.3444 2020-08-03 12:39:32,927 - mmaction - INFO - Epoch [254][360/940] lr: 1.355e-04, eta: 0:42:57, time: 1.050, data_time: 0.006, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8359, loss_cls: 1.4195, loss: 1.4195, grad_norm: 4.4681 2020-08-03 12:39:54,954 - mmaction - INFO - Epoch [254][380/940] lr: 1.355e-04, eta: 0:42:36, time: 1.098, data_time: 0.007, memory: 6199, top1_acc: 0.6742, top5_acc: 0.8541, loss_cls: 1.3677, loss: 1.3677, grad_norm: 4.4100 2020-08-03 12:40:15,228 - mmaction - INFO - Epoch [254][400/940] lr: 1.355e-04, eta: 0:42:15, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8506, loss_cls: 1.3993, loss: 1.3993, grad_norm: 4.5242 2020-08-03 12:40:35,797 - mmaction - INFO - Epoch [254][420/940] lr: 1.355e-04, eta: 0:41:54, time: 1.033, data_time: 0.010, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8432, loss_cls: 1.4248, loss: 1.4248, grad_norm: 4.5023 2020-08-03 12:40:55,599 - mmaction - INFO - Epoch [254][440/940] lr: 1.355e-04, eta: 0:41:33, time: 0.988, data_time: 0.003, memory: 6199, top1_acc: 0.6598, top5_acc: 0.8371, loss_cls: 1.4473, loss: 1.4473, grad_norm: 4.5121 2020-08-03 12:41:15,643 - mmaction - INFO - Epoch [254][460/940] lr: 1.355e-04, eta: 0:41:12, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.6762, top5_acc: 0.8520, loss_cls: 1.3628, loss: 1.3628, grad_norm: 4.3659 2020-08-03 12:41:35,394 - mmaction - INFO - Epoch [254][480/940] lr: 1.355e-04, eta: 0:40:51, time: 0.989, data_time: 0.007, memory: 6199, top1_acc: 0.6730, top5_acc: 0.8545, loss_cls: 1.3674, loss: 1.3674, grad_norm: 4.3692 2020-08-03 12:41:55,115 - mmaction - INFO - Epoch [254][500/940] lr: 1.355e-04, eta: 0:40:30, time: 0.984, data_time: 0.006, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8496, loss_cls: 1.4042, loss: 1.4042, grad_norm: 4.4491 2020-08-03 12:42:15,109 - mmaction - INFO - Epoch [254][520/940] lr: 1.355e-04, eta: 0:40:09, time: 1.000, data_time: 0.005, memory: 6199, top1_acc: 0.6811, top5_acc: 0.8545, loss_cls: 1.3616, loss: 1.3616, grad_norm: 4.3871 2020-08-03 12:42:35,647 - mmaction - INFO - Epoch [254][540/940] lr: 1.355e-04, eta: 0:39:48, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.6580, top5_acc: 0.8473, loss_cls: 1.4098, loss: 1.4098, grad_norm: 4.5062 2020-08-03 12:42:56,115 - mmaction - INFO - Epoch [254][560/940] lr: 1.355e-04, eta: 0:39:27, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3588, loss: 1.3588, grad_norm: 4.4065 2020-08-03 12:43:16,691 - mmaction - INFO - Epoch [254][580/940] lr: 1.355e-04, eta: 0:39:06, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.6723, top5_acc: 0.8525, loss_cls: 1.3704, loss: 1.3704, grad_norm: 4.4032 2020-08-03 12:43:37,540 - mmaction - INFO - Epoch [254][600/940] lr: 1.355e-04, eta: 0:38:45, time: 1.044, data_time: 0.007, memory: 6199, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.4014, loss: 1.4014, grad_norm: 4.4760 2020-08-03 12:43:57,407 - mmaction - INFO - Epoch [254][620/940] lr: 1.355e-04, eta: 0:38:24, time: 0.993, data_time: 0.008, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8494, loss_cls: 1.3851, loss: 1.3851, grad_norm: 4.4318 2020-08-03 12:44:17,339 - mmaction - INFO - Epoch [254][640/940] lr: 1.355e-04, eta: 0:38:03, time: 0.998, data_time: 0.007, memory: 6199, top1_acc: 0.6566, top5_acc: 0.8492, loss_cls: 1.4153, loss: 1.4153, grad_norm: 4.5450 2020-08-03 12:44:37,359 - mmaction - INFO - Epoch [254][660/940] lr: 1.355e-04, eta: 0:37:42, time: 0.999, data_time: 0.009, memory: 6199, top1_acc: 0.6717, top5_acc: 0.8520, loss_cls: 1.3751, loss: 1.3751, grad_norm: 4.4468 2020-08-03 12:44:57,905 - mmaction - INFO - Epoch [254][680/940] lr: 1.355e-04, eta: 0:37:21, time: 1.029, data_time: 0.008, memory: 6199, top1_acc: 0.6650, top5_acc: 0.8432, loss_cls: 1.4034, loss: 1.4034, grad_norm: 4.4567 2020-08-03 12:45:17,955 - mmaction - INFO - Epoch [254][700/940] lr: 1.355e-04, eta: 0:37:00, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6676, top5_acc: 0.8514, loss_cls: 1.3934, loss: 1.3934, grad_norm: 4.4608 2020-08-03 12:45:38,470 - mmaction - INFO - Epoch [254][720/940] lr: 1.355e-04, eta: 0:36:39, time: 1.026, data_time: 0.007, memory: 6199, top1_acc: 0.6738, top5_acc: 0.8535, loss_cls: 1.3572, loss: 1.3572, grad_norm: 4.3761 2020-08-03 12:45:58,993 - mmaction - INFO - Epoch [254][740/940] lr: 1.355e-04, eta: 0:36:18, time: 1.027, data_time: 0.007, memory: 6199, top1_acc: 0.6809, top5_acc: 0.8566, loss_cls: 1.3404, loss: 1.3404, grad_norm: 4.3902 2020-08-03 12:46:19,457 - mmaction - INFO - Epoch [254][760/940] lr: 1.355e-04, eta: 0:35:57, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.6527, top5_acc: 0.8402, loss_cls: 1.4678, loss: 1.4678, grad_norm: 4.5627 2020-08-03 12:46:39,474 - mmaction - INFO - Epoch [254][780/940] lr: 1.355e-04, eta: 0:35:37, time: 0.998, data_time: 0.006, memory: 6199, top1_acc: 0.6570, top5_acc: 0.8471, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.4935 2020-08-03 12:46:59,620 - mmaction - INFO - Epoch [254][800/940] lr: 1.355e-04, eta: 0:35:16, time: 1.009, data_time: 0.007, memory: 6199, top1_acc: 0.6775, top5_acc: 0.8424, loss_cls: 1.4087, loss: 1.4087, grad_norm: 4.4096 2020-08-03 12:47:20,231 - mmaction - INFO - Epoch [254][820/940] lr: 1.355e-04, eta: 0:34:55, time: 1.031, data_time: 0.004, memory: 6199, top1_acc: 0.6748, top5_acc: 0.8494, loss_cls: 1.3855, loss: 1.3855, grad_norm: 4.4370 2020-08-03 12:47:40,202 - mmaction - INFO - Epoch [254][840/940] lr: 1.355e-04, eta: 0:34:34, time: 0.997, data_time: 0.007, memory: 6199, top1_acc: 0.6682, top5_acc: 0.8492, loss_cls: 1.3950, loss: 1.3950, grad_norm: 4.3988 2020-08-03 12:47:59,920 - mmaction - INFO - Epoch [254][860/940] lr: 1.355e-04, eta: 0:34:13, time: 0.987, data_time: 0.005, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8561, loss_cls: 1.3691, loss: 1.3691, grad_norm: 4.4776 2020-08-03 12:48:20,201 - mmaction - INFO - Epoch [254][880/940] lr: 1.355e-04, eta: 0:33:52, time: 1.012, data_time: 0.004, memory: 6199, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4130, loss: 1.4130, grad_norm: 4.4267 2020-08-03 12:48:40,865 - mmaction - INFO - Epoch [254][900/940] lr: 1.355e-04, eta: 0:33:31, time: 1.037, data_time: 0.009, memory: 6199, top1_acc: 0.6674, top5_acc: 0.8492, loss_cls: 1.3727, loss: 1.3727, grad_norm: 4.4864 2020-08-03 12:49:01,213 - mmaction - INFO - Epoch [254][920/940] lr: 1.355e-04, eta: 0:33:10, time: 1.017, data_time: 0.006, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8455, loss_cls: 1.3965, loss: 1.3965, grad_norm: 4.4224 2020-08-03 12:49:21,382 - mmaction - INFO - Epoch [254][940/940] lr: 1.355e-04, eta: 0:32:49, time: 1.009, data_time: 0.004, memory: 6199, top1_acc: 0.6700, top5_acc: 0.8498, loss_cls: 1.4006, loss: 1.4006, grad_norm: 4.6821 2020-08-03 12:49:51,680 - mmaction - INFO - Epoch [255][20/940] lr: 6.024e-05, eta: 0:32:28, time: 1.496, data_time: 0.414, memory: 6199, top1_acc: 0.6762, top5_acc: 0.8514, loss_cls: 1.3822, loss: 1.3822, grad_norm: 4.4509 2020-08-03 12:50:12,078 - mmaction - INFO - Epoch [255][40/940] lr: 6.024e-05, eta: 0:32:07, time: 1.020, data_time: 0.008, memory: 6199, top1_acc: 0.6816, top5_acc: 0.8570, loss_cls: 1.3537, loss: 1.3537, grad_norm: 4.4139 2020-08-03 12:50:32,486 - mmaction - INFO - Epoch [255][60/940] lr: 6.024e-05, eta: 0:31:46, time: 1.021, data_time: 0.004, memory: 6199, top1_acc: 0.6732, top5_acc: 0.8525, loss_cls: 1.3748, loss: 1.3748, grad_norm: 4.5252 2020-08-03 12:50:54,674 - mmaction - INFO - Epoch [255][80/940] lr: 6.024e-05, eta: 0:31:25, time: 1.110, data_time: 0.006, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8451, loss_cls: 1.4134, loss: 1.4134, grad_norm: 4.4631 2020-08-03 12:51:15,444 - mmaction - INFO - Epoch [255][100/940] lr: 6.024e-05, eta: 0:31:04, time: 1.036, data_time: 0.008, memory: 6199, top1_acc: 0.6768, top5_acc: 0.8531, loss_cls: 1.3664, loss: 1.3664, grad_norm: 4.3663 2020-08-03 12:51:36,373 - mmaction - INFO - Epoch [255][120/940] lr: 6.024e-05, eta: 0:30:43, time: 1.048, data_time: 0.007, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8447, loss_cls: 1.4183, loss: 1.4183, grad_norm: 4.4511 2020-08-03 12:51:56,972 - mmaction - INFO - Epoch [255][140/940] lr: 6.024e-05, eta: 0:30:22, time: 1.031, data_time: 0.009, memory: 6199, top1_acc: 0.6645, top5_acc: 0.8463, loss_cls: 1.4305, loss: 1.4305, grad_norm: 4.5225 2020-08-03 12:52:17,891 - mmaction - INFO - Epoch [255][160/940] lr: 6.024e-05, eta: 0:30:01, time: 1.044, data_time: 0.005, memory: 6199, top1_acc: 0.6602, top5_acc: 0.8373, loss_cls: 1.4498, loss: 1.4498, grad_norm: 4.4979 2020-08-03 12:52:38,206 - mmaction - INFO - Epoch [255][180/940] lr: 6.024e-05, eta: 0:29:40, time: 1.015, data_time: 0.005, memory: 6199, top1_acc: 0.6713, top5_acc: 0.8510, loss_cls: 1.3771, loss: 1.3771, grad_norm: 4.4959 2020-08-03 12:52:58,949 - mmaction - INFO - Epoch [255][200/940] lr: 6.024e-05, eta: 0:29:19, time: 1.037, data_time: 0.008, memory: 6199, top1_acc: 0.6672, top5_acc: 0.8463, loss_cls: 1.4137, loss: 1.4137, grad_norm: 4.4946 2020-08-03 12:53:20,352 - mmaction - INFO - Epoch [255][220/940] lr: 6.024e-05, eta: 0:28:58, time: 1.072, data_time: 0.010, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8500, loss_cls: 1.4018, loss: 1.4018, grad_norm: 4.5490 2020-08-03 12:53:41,304 - mmaction - INFO - Epoch [255][240/940] lr: 6.024e-05, eta: 0:28:38, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8486, loss_cls: 1.4058, loss: 1.4058, grad_norm: 4.4119 2020-08-03 12:54:02,769 - mmaction - INFO - Epoch [255][260/940] lr: 6.024e-05, eta: 0:28:17, time: 1.073, data_time: 0.011, memory: 6199, top1_acc: 0.6680, top5_acc: 0.8463, loss_cls: 1.4007, loss: 1.4007, grad_norm: 4.4309 2020-08-03 12:54:23,993 - mmaction - INFO - Epoch [255][280/940] lr: 6.024e-05, eta: 0:27:56, time: 1.064, data_time: 0.008, memory: 6199, top1_acc: 0.6777, top5_acc: 0.8520, loss_cls: 1.3658, loss: 1.3658, grad_norm: 4.4498 2020-08-03 12:54:45,323 - mmaction - INFO - Epoch [255][300/940] lr: 6.024e-05, eta: 0:27:35, time: 1.063, data_time: 0.007, memory: 6199, top1_acc: 0.6719, top5_acc: 0.8514, loss_cls: 1.3797, loss: 1.3797, grad_norm: 4.3900 2020-08-03 12:55:06,107 - mmaction - INFO - Epoch [255][320/940] lr: 6.024e-05, eta: 0:27:14, time: 1.041, data_time: 0.007, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8508, loss_cls: 1.3885, loss: 1.3885, grad_norm: 4.5029 2020-08-03 12:55:28,773 - mmaction - INFO - Epoch [255][340/940] lr: 6.024e-05, eta: 0:26:53, time: 1.134, data_time: 0.005, memory: 6199, top1_acc: 0.6613, top5_acc: 0.8486, loss_cls: 1.3942, loss: 1.3942, grad_norm: 4.4604 2020-08-03 12:55:50,413 - mmaction - INFO - Epoch [255][360/940] lr: 6.024e-05, eta: 0:26:32, time: 1.081, data_time: 0.006, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8424, loss_cls: 1.4169, loss: 1.4169, grad_norm: 4.4538 2020-08-03 12:56:11,868 - mmaction - INFO - Epoch [255][380/940] lr: 6.024e-05, eta: 0:26:11, time: 1.071, data_time: 0.005, memory: 6199, top1_acc: 0.6736, top5_acc: 0.8436, loss_cls: 1.3957, loss: 1.3957, grad_norm: 4.3615 2020-08-03 12:56:32,763 - mmaction - INFO - Epoch [255][400/940] lr: 6.024e-05, eta: 0:25:50, time: 1.047, data_time: 0.007, memory: 6199, top1_acc: 0.6719, top5_acc: 0.8506, loss_cls: 1.3693, loss: 1.3693, grad_norm: 4.3944 2020-08-03 12:56:53,311 - mmaction - INFO - Epoch [255][420/940] lr: 6.024e-05, eta: 0:25:29, time: 1.025, data_time: 0.008, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8406, loss_cls: 1.4269, loss: 1.4269, grad_norm: 4.4894 2020-08-03 12:57:13,285 - mmaction - INFO - Epoch [255][440/940] lr: 6.024e-05, eta: 0:25:08, time: 1.001, data_time: 0.007, memory: 6199, top1_acc: 0.6725, top5_acc: 0.8492, loss_cls: 1.3717, loss: 1.3717, grad_norm: 4.4795 2020-08-03 12:57:35,352 - mmaction - INFO - Epoch [255][460/940] lr: 6.024e-05, eta: 0:24:47, time: 1.102, data_time: 0.006, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8426, loss_cls: 1.4130, loss: 1.4130, grad_norm: 4.4464 2020-08-03 12:57:56,622 - mmaction - INFO - Epoch [255][480/940] lr: 6.024e-05, eta: 0:24:26, time: 1.064, data_time: 0.006, memory: 6199, top1_acc: 0.6570, top5_acc: 0.8410, loss_cls: 1.4276, loss: 1.4276, grad_norm: 4.4883 2020-08-03 12:58:17,944 - mmaction - INFO - Epoch [255][500/940] lr: 6.024e-05, eta: 0:24:05, time: 1.065, data_time: 0.003, memory: 6199, top1_acc: 0.6801, top5_acc: 0.8555, loss_cls: 1.3642, loss: 1.3642, grad_norm: 4.4266 2020-08-03 12:58:39,871 - mmaction - INFO - Epoch [255][520/940] lr: 6.024e-05, eta: 0:23:44, time: 1.097, data_time: 0.008, memory: 6199, top1_acc: 0.6816, top5_acc: 0.8574, loss_cls: 1.3629, loss: 1.3629, grad_norm: 4.5056 2020-08-03 12:59:01,265 - mmaction - INFO - Epoch [255][540/940] lr: 6.024e-05, eta: 0:23:23, time: 1.071, data_time: 0.006, memory: 6199, top1_acc: 0.6715, top5_acc: 0.8516, loss_cls: 1.3816, loss: 1.3816, grad_norm: 4.3947 2020-08-03 12:59:21,807 - mmaction - INFO - Epoch [255][560/940] lr: 6.024e-05, eta: 0:23:02, time: 1.023, data_time: 0.006, memory: 6199, top1_acc: 0.6699, top5_acc: 0.8514, loss_cls: 1.3757, loss: 1.3757, grad_norm: 4.4131 2020-08-03 12:59:42,861 - mmaction - INFO - Epoch [255][580/940] lr: 6.024e-05, eta: 0:22:41, time: 1.057, data_time: 0.008, memory: 6199, top1_acc: 0.6666, top5_acc: 0.8549, loss_cls: 1.3735, loss: 1.3735, grad_norm: 4.4113 2020-08-03 13:00:09,331 - mmaction - INFO - Epoch [255][600/940] lr: 6.024e-05, eta: 0:22:20, time: 1.300, data_time: 0.004, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8455, loss_cls: 1.4200, loss: 1.4200, grad_norm: 4.5417 2020-08-03 13:00:32,052 - mmaction - INFO - Epoch [255][620/940] lr: 6.024e-05, eta: 0:22:00, time: 1.161, data_time: 0.030, memory: 6199, top1_acc: 0.6740, top5_acc: 0.8496, loss_cls: 1.3787, loss: 1.3787, grad_norm: 4.4481 2020-08-03 13:00:52,252 - mmaction - INFO - Epoch [255][640/940] lr: 6.024e-05, eta: 0:21:39, time: 1.008, data_time: 0.006, memory: 6199, top1_acc: 0.6693, top5_acc: 0.8391, loss_cls: 1.4238, loss: 1.4238, grad_norm: 4.4354 2020-08-03 13:01:14,251 - mmaction - INFO - Epoch [255][660/940] lr: 6.024e-05, eta: 0:21:18, time: 1.102, data_time: 0.007, memory: 6199, top1_acc: 0.6717, top5_acc: 0.8469, loss_cls: 1.3988, loss: 1.3988, grad_norm: 4.4326 2020-08-03 13:01:34,424 - mmaction - INFO - Epoch [255][680/940] lr: 6.024e-05, eta: 0:20:57, time: 1.006, data_time: 0.005, memory: 6199, top1_acc: 0.6729, top5_acc: 0.8490, loss_cls: 1.3783, loss: 1.3783, grad_norm: 4.4440 2020-08-03 13:01:55,328 - mmaction - INFO - Epoch [255][700/940] lr: 6.024e-05, eta: 0:20:36, time: 1.048, data_time: 0.009, memory: 6199, top1_acc: 0.6814, top5_acc: 0.8494, loss_cls: 1.3667, loss: 1.3667, grad_norm: 4.3724 2020-08-03 13:02:16,524 - mmaction - INFO - Epoch [255][720/940] lr: 6.024e-05, eta: 0:20:15, time: 1.058, data_time: 0.007, memory: 6199, top1_acc: 0.6619, top5_acc: 0.8434, loss_cls: 1.4195, loss: 1.4195, grad_norm: 4.4504 2020-08-03 13:02:37,522 - mmaction - INFO - Epoch [255][740/940] lr: 6.024e-05, eta: 0:19:54, time: 1.052, data_time: 0.006, memory: 6199, top1_acc: 0.6859, top5_acc: 0.8521, loss_cls: 1.3224, loss: 1.3224, grad_norm: 4.4010 2020-08-03 13:02:58,449 - mmaction - INFO - Epoch [255][760/940] lr: 6.024e-05, eta: 0:19:33, time: 1.045, data_time: 0.007, memory: 6199, top1_acc: 0.6660, top5_acc: 0.8520, loss_cls: 1.3926, loss: 1.3926, grad_norm: 4.4798 2020-08-03 13:03:19,046 - mmaction - INFO - Epoch [255][780/940] lr: 6.024e-05, eta: 0:19:12, time: 1.031, data_time: 0.006, memory: 6199, top1_acc: 0.6785, top5_acc: 0.8549, loss_cls: 1.3605, loss: 1.3605, grad_norm: 4.4474 2020-08-03 13:03:40,914 - mmaction - INFO - Epoch [255][800/940] lr: 6.024e-05, eta: 0:18:51, time: 1.093, data_time: 0.006, memory: 6199, top1_acc: 0.6822, top5_acc: 0.8586, loss_cls: 1.3341, loss: 1.3341, grad_norm: 4.3665 2020-08-03 13:04:01,762 - mmaction - INFO - Epoch [255][820/940] lr: 6.024e-05, eta: 0:18:30, time: 1.042, data_time: 0.005, memory: 6199, top1_acc: 0.6723, top5_acc: 0.8492, loss_cls: 1.3809, loss: 1.3809, grad_norm: 4.4157 2020-08-03 13:04:23,046 - mmaction - INFO - Epoch [255][840/940] lr: 6.024e-05, eta: 0:18:09, time: 1.063, data_time: 0.009, memory: 6199, top1_acc: 0.6645, top5_acc: 0.8418, loss_cls: 1.4193, loss: 1.4193, grad_norm: 4.4632 2020-08-03 13:04:44,330 - mmaction - INFO - Epoch [255][860/940] lr: 6.024e-05, eta: 0:17:48, time: 1.067, data_time: 0.007, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8439, loss_cls: 1.4109, loss: 1.4109, grad_norm: 4.4649 2020-08-03 13:05:04,344 - mmaction - INFO - Epoch [255][880/940] lr: 6.024e-05, eta: 0:17:27, time: 0.999, data_time: 0.006, memory: 6199, top1_acc: 0.6711, top5_acc: 0.8465, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.4255 2020-08-03 13:05:25,264 - mmaction - INFO - Epoch [255][900/940] lr: 6.024e-05, eta: 0:17:06, time: 1.046, data_time: 0.004, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8488, loss_cls: 1.3914, loss: 1.3914, grad_norm: 4.4765 2020-08-03 13:05:45,838 - mmaction - INFO - Epoch [255][920/940] lr: 6.024e-05, eta: 0:16:45, time: 1.027, data_time: 0.008, memory: 6199, top1_acc: 0.6650, top5_acc: 0.8447, loss_cls: 1.4053, loss: 1.4053, grad_norm: 4.4351 2020-08-03 13:06:05,259 - mmaction - INFO - Epoch [255][940/940] lr: 6.024e-05, eta: 0:16:24, time: 0.974, data_time: 0.008, memory: 6199, top1_acc: 0.6713, top5_acc: 0.8476, loss_cls: 1.3948, loss: 1.3948, grad_norm: 4.4973 2020-08-03 13:06:39,074 - mmaction - INFO - Epoch [256][20/940] lr: 1.506e-05, eta: 0:16:03, time: 1.666, data_time: 0.619, memory: 6199, top1_acc: 0.6646, top5_acc: 0.8441, loss_cls: 1.4129, loss: 1.4129, grad_norm: 4.4375 2020-08-03 13:06:58,617 - mmaction - INFO - Epoch [256][40/940] lr: 1.506e-05, eta: 0:15:42, time: 0.978, data_time: 0.007, memory: 6199, top1_acc: 0.6615, top5_acc: 0.8416, loss_cls: 1.4209, loss: 1.4209, grad_norm: 4.4516 2020-08-03 13:07:19,414 - mmaction - INFO - Epoch [256][60/940] lr: 1.506e-05, eta: 0:15:21, time: 1.039, data_time: 0.008, memory: 6199, top1_acc: 0.6664, top5_acc: 0.8432, loss_cls: 1.4293, loss: 1.4293, grad_norm: 4.5172 2020-08-03 13:07:40,371 - mmaction - INFO - Epoch [256][80/940] lr: 1.506e-05, eta: 0:15:00, time: 1.049, data_time: 0.007, memory: 6199, top1_acc: 0.6533, top5_acc: 0.8455, loss_cls: 1.4189, loss: 1.4189, grad_norm: 4.4869 2020-08-03 13:08:01,771 - mmaction - INFO - Epoch [256][100/940] lr: 1.506e-05, eta: 0:14:40, time: 1.070, data_time: 0.008, memory: 6199, top1_acc: 0.6826, top5_acc: 0.8537, loss_cls: 1.3466, loss: 1.3466, grad_norm: 4.3635 2020-08-03 13:08:23,064 - mmaction - INFO - Epoch [256][120/940] lr: 1.506e-05, eta: 0:14:19, time: 1.067, data_time: 0.004, memory: 6199, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3731, loss: 1.3731, grad_norm: 4.4788 2020-08-03 13:08:43,902 - mmaction - INFO - Epoch [256][140/940] lr: 1.506e-05, eta: 0:13:58, time: 1.038, data_time: 0.005, memory: 6199, top1_acc: 0.6756, top5_acc: 0.8514, loss_cls: 1.3680, loss: 1.3680, grad_norm: 4.4638 2020-08-03 13:09:05,213 - mmaction - INFO - Epoch [256][160/940] lr: 1.506e-05, eta: 0:13:37, time: 1.066, data_time: 0.007, memory: 6199, top1_acc: 0.6635, top5_acc: 0.8461, loss_cls: 1.4125, loss: 1.4125, grad_norm: 4.4721 2020-08-03 13:09:26,302 - mmaction - INFO - Epoch [256][180/940] lr: 1.506e-05, eta: 0:13:16, time: 1.057, data_time: 0.009, memory: 6199, top1_acc: 0.6684, top5_acc: 0.8443, loss_cls: 1.3874, loss: 1.3874, grad_norm: 4.4314 2020-08-03 13:09:46,525 - mmaction - INFO - Epoch [256][200/940] lr: 1.506e-05, eta: 0:12:55, time: 1.010, data_time: 0.008, memory: 6199, top1_acc: 0.6691, top5_acc: 0.8494, loss_cls: 1.3958, loss: 1.3958, grad_norm: 4.4241 2020-08-03 13:10:09,499 - mmaction - INFO - Epoch [256][220/940] lr: 1.506e-05, eta: 0:12:34, time: 1.152, data_time: 0.007, memory: 6199, top1_acc: 0.6734, top5_acc: 0.8551, loss_cls: 1.3715, loss: 1.3715, grad_norm: 4.4815 2020-08-03 13:10:30,650 - mmaction - INFO - Epoch [256][240/940] lr: 1.506e-05, eta: 0:12:13, time: 1.058, data_time: 0.003, memory: 6199, top1_acc: 0.6674, top5_acc: 0.8441, loss_cls: 1.3948, loss: 1.3948, grad_norm: 4.4394 2020-08-03 13:10:50,626 - mmaction - INFO - Epoch [256][260/940] lr: 1.506e-05, eta: 0:11:52, time: 0.997, data_time: 0.006, memory: 6199, top1_acc: 0.6555, top5_acc: 0.8408, loss_cls: 1.4492, loss: 1.4492, grad_norm: 4.5485 2020-08-03 13:11:11,085 - mmaction - INFO - Epoch [256][280/940] lr: 1.506e-05, eta: 0:11:31, time: 1.022, data_time: 0.009, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8441, loss_cls: 1.4051, loss: 1.4051, grad_norm: 4.4461 2020-08-03 13:11:31,766 - mmaction - INFO - Epoch [256][300/940] lr: 1.506e-05, eta: 0:11:10, time: 1.036, data_time: 0.007, memory: 6199, top1_acc: 0.6732, top5_acc: 0.8514, loss_cls: 1.3724, loss: 1.3724, grad_norm: 4.3437 2020-08-03 13:11:51,983 - mmaction - INFO - Epoch [256][320/940] lr: 1.506e-05, eta: 0:10:49, time: 1.009, data_time: 0.006, memory: 6199, top1_acc: 0.6678, top5_acc: 0.8473, loss_cls: 1.4073, loss: 1.4073, grad_norm: 4.5183 2020-08-03 13:12:12,578 - mmaction - INFO - Epoch [256][340/940] lr: 1.506e-05, eta: 0:10:28, time: 1.033, data_time: 0.007, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8535, loss_cls: 1.3656, loss: 1.3656, grad_norm: 4.4025 2020-08-03 13:12:33,475 - mmaction - INFO - Epoch [256][360/940] lr: 1.506e-05, eta: 0:10:07, time: 1.040, data_time: 0.005, memory: 6199, top1_acc: 0.6682, top5_acc: 0.8465, loss_cls: 1.3930, loss: 1.3930, grad_norm: 4.4748 2020-08-03 13:12:53,778 - mmaction - INFO - Epoch [256][380/940] lr: 1.506e-05, eta: 0:09:46, time: 1.018, data_time: 0.007, memory: 6199, top1_acc: 0.6729, top5_acc: 0.8496, loss_cls: 1.3732, loss: 1.3732, grad_norm: 4.4052 2020-08-03 13:13:14,152 - mmaction - INFO - Epoch [256][400/940] lr: 1.506e-05, eta: 0:09:25, time: 1.015, data_time: 0.006, memory: 6199, top1_acc: 0.6789, top5_acc: 0.8537, loss_cls: 1.3566, loss: 1.3566, grad_norm: 4.3588 2020-08-03 13:13:34,492 - mmaction - INFO - Epoch [256][420/940] lr: 1.506e-05, eta: 0:09:04, time: 1.022, data_time: 0.008, memory: 6199, top1_acc: 0.6740, top5_acc: 0.8504, loss_cls: 1.3777, loss: 1.3777, grad_norm: 4.4182 2020-08-03 13:13:55,360 - mmaction - INFO - Epoch [256][440/940] lr: 1.506e-05, eta: 0:08:43, time: 1.043, data_time: 0.006, memory: 6199, top1_acc: 0.6658, top5_acc: 0.8490, loss_cls: 1.3982, loss: 1.3982, grad_norm: 4.4337 2020-08-03 13:14:15,817 - mmaction - INFO - Epoch [256][460/940] lr: 1.506e-05, eta: 0:08:22, time: 1.021, data_time: 0.003, memory: 6199, top1_acc: 0.6703, top5_acc: 0.8482, loss_cls: 1.3928, loss: 1.3928, grad_norm: 4.4492 2020-08-03 13:14:36,024 - mmaction - INFO - Epoch [256][480/940] lr: 1.506e-05, eta: 0:08:01, time: 1.010, data_time: 0.003, memory: 6199, top1_acc: 0.6842, top5_acc: 0.8494, loss_cls: 1.3550, loss: 1.3550, grad_norm: 4.4117 2020-08-03 13:14:56,322 - mmaction - INFO - Epoch [256][500/940] lr: 1.506e-05, eta: 0:07:40, time: 1.014, data_time: 0.007, memory: 6199, top1_acc: 0.6707, top5_acc: 0.8512, loss_cls: 1.3839, loss: 1.3839, grad_norm: 4.3688 2020-08-03 13:15:16,793 - mmaction - INFO - Epoch [256][520/940] lr: 1.506e-05, eta: 0:07:20, time: 1.025, data_time: 0.007, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8439, loss_cls: 1.4089, loss: 1.4089, grad_norm: 4.4288 2020-08-03 13:15:38,360 - mmaction - INFO - Epoch [256][540/940] lr: 1.506e-05, eta: 0:06:59, time: 1.078, data_time: 0.008, memory: 6199, top1_acc: 0.6721, top5_acc: 0.8502, loss_cls: 1.3815, loss: 1.3815, grad_norm: 4.4680 2020-08-03 13:15:58,785 - mmaction - INFO - Epoch [256][560/940] lr: 1.506e-05, eta: 0:06:38, time: 1.021, data_time: 0.010, memory: 6199, top1_acc: 0.6639, top5_acc: 0.8465, loss_cls: 1.4008, loss: 1.4008, grad_norm: 4.4803 2020-08-03 13:16:18,792 - mmaction - INFO - Epoch [256][580/940] lr: 1.506e-05, eta: 0:06:17, time: 1.003, data_time: 0.008, memory: 6199, top1_acc: 0.6596, top5_acc: 0.8416, loss_cls: 1.4280, loss: 1.4280, grad_norm: 4.5211 2020-08-03 13:16:39,421 - mmaction - INFO - Epoch [256][600/940] lr: 1.506e-05, eta: 0:05:56, time: 1.026, data_time: 0.005, memory: 6199, top1_acc: 0.6678, top5_acc: 0.8465, loss_cls: 1.4044, loss: 1.4044, grad_norm: 4.4625 2020-08-03 13:16:59,752 - mmaction - INFO - Epoch [256][620/940] lr: 1.506e-05, eta: 0:05:35, time: 1.021, data_time: 0.008, memory: 6199, top1_acc: 0.6705, top5_acc: 0.8568, loss_cls: 1.3703, loss: 1.3703, grad_norm: 4.4211 2020-08-03 13:17:19,879 - mmaction - INFO - Epoch [256][640/940] lr: 1.506e-05, eta: 0:05:14, time: 1.003, data_time: 0.007, memory: 6199, top1_acc: 0.6662, top5_acc: 0.8451, loss_cls: 1.4039, loss: 1.4039, grad_norm: 4.4961 2020-08-03 13:17:40,556 - mmaction - INFO - Epoch [256][660/940] lr: 1.506e-05, eta: 0:04:53, time: 1.038, data_time: 0.007, memory: 6199, top1_acc: 0.6686, top5_acc: 0.8529, loss_cls: 1.3854, loss: 1.3854, grad_norm: 4.4588 2020-08-03 13:18:02,346 - mmaction - INFO - Epoch [256][680/940] lr: 1.506e-05, eta: 0:04:32, time: 1.089, data_time: 0.007, memory: 6199, top1_acc: 0.6662, top5_acc: 0.8465, loss_cls: 1.4060, loss: 1.4060, grad_norm: 4.4294 2020-08-03 13:18:22,117 - mmaction - INFO - Epoch [256][700/940] lr: 1.506e-05, eta: 0:04:11, time: 0.988, data_time: 0.002, memory: 6199, top1_acc: 0.6658, top5_acc: 0.8594, loss_cls: 1.3671, loss: 1.3671, grad_norm: 4.4525 2020-08-03 13:18:42,409 - mmaction - INFO - Epoch [256][720/940] lr: 1.506e-05, eta: 0:03:50, time: 1.016, data_time: 0.007, memory: 6199, top1_acc: 0.6766, top5_acc: 0.8436, loss_cls: 1.3862, loss: 1.3862, grad_norm: 4.3928 2020-08-03 13:19:02,517 - mmaction - INFO - Epoch [256][740/940] lr: 1.506e-05, eta: 0:03:29, time: 1.004, data_time: 0.006, memory: 6199, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4171, loss: 1.4171, grad_norm: 4.5032 2020-08-03 13:19:22,730 - mmaction - INFO - Epoch [256][760/940] lr: 1.506e-05, eta: 0:03:08, time: 1.010, data_time: 0.007, memory: 6199, top1_acc: 0.6627, top5_acc: 0.8453, loss_cls: 1.4228, loss: 1.4228, grad_norm: 4.5260 2020-08-03 13:19:42,944 - mmaction - INFO - Epoch [256][780/940] lr: 1.506e-05, eta: 0:02:47, time: 1.011, data_time: 0.007, memory: 6199, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3916, loss: 1.3916, grad_norm: 4.4222 2020-08-03 13:20:03,361 - mmaction - INFO - Epoch [256][800/940] lr: 1.506e-05, eta: 0:02:26, time: 1.021, data_time: 0.009, memory: 6199, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4160, loss: 1.4160, grad_norm: 4.4942 2020-08-03 13:20:23,884 - mmaction - INFO - Epoch [256][820/940] lr: 1.506e-05, eta: 0:02:05, time: 1.024, data_time: 0.003, memory: 6199, top1_acc: 0.6781, top5_acc: 0.8604, loss_cls: 1.3261, loss: 1.3261, grad_norm: 4.3241 2020-08-03 13:20:44,785 - mmaction - INFO - Epoch [256][840/940] lr: 1.506e-05, eta: 0:01:44, time: 1.047, data_time: 0.009, memory: 6199, top1_acc: 0.6643, top5_acc: 0.8471, loss_cls: 1.4069, loss: 1.4069, grad_norm: 4.4262 2020-08-03 13:21:05,809 - mmaction - INFO - Epoch [256][860/940] lr: 1.506e-05, eta: 0:01:23, time: 1.053, data_time: 0.006, memory: 6199, top1_acc: 0.6670, top5_acc: 0.8504, loss_cls: 1.3744, loss: 1.3744, grad_norm: 4.4432 2020-08-03 13:21:26,908 - mmaction - INFO - Epoch [256][880/940] lr: 1.506e-05, eta: 0:01:02, time: 1.054, data_time: 0.006, memory: 6199, top1_acc: 0.6625, top5_acc: 0.8387, loss_cls: 1.4259, loss: 1.4259, grad_norm: 4.5264 2020-08-03 13:21:47,538 - mmaction - INFO - Epoch [256][900/940] lr: 1.506e-05, eta: 0:00:41, time: 1.028, data_time: 0.004, memory: 6199, top1_acc: 0.6689, top5_acc: 0.8434, loss_cls: 1.4140, loss: 1.4140, grad_norm: 4.4293 2020-08-03 13:22:08,809 - mmaction - INFO - Epoch [256][920/940] lr: 1.506e-05, eta: 0:00:20, time: 1.062, data_time: 0.009, memory: 6199, top1_acc: 0.6693, top5_acc: 0.8488, loss_cls: 1.3811, loss: 1.3811, grad_norm: 4.4079 2020-08-03 13:22:27,551 - mmaction - INFO - Epoch [256][940/940] lr: 1.506e-05, eta: 0:00:00, time: 0.940, data_time: 0.009, memory: 6199, top1_acc: 0.6652, top5_acc: 0.8425, loss_cls: 1.3981, loss: 1.3981, grad_norm: 4.4578 2020-08-03 13:22:27,818 - mmaction - INFO - Saving checkpoint at 256 epochs